Apibase

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io.github.whiteknightonhorse/apibasev1.0.3

MCP endpoint to APIbase catalog (https://apibase.pro/llms.txt). USDC: x402 Base, MPP Tempo.

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abr.business.abn_lookup Read-only

Resolve an Australian Business Number (ABN) to full entity details using the official Australian Business Register (ABR). Returns entity name, entity type (company, sole trader, partnership, government entity, etc.), ABN status (Active/Cancelled), GST registration date, registered address state and postcode, ACN (if a company), and all registered trading/business names. Covers 15M+ ABNs across all Australian states and territories. Data is live from the ATO-managed national register. Source: ABR, free registration, commercial use permitted.

abnstring, required

Australian Business Number (ABN) — 11-digit numeric identifier, spaces optional (e.g. "33 051 775 556" or "33051775556")

Tools (1399)

Tool list last changed Oct 25, 2026.

abr.business.abn_lookup

read-only

Argument	Type	Description
abn*	string	Australian Business Number (ABN) — 11-digit numeric identifier, spaces optional (e.g. "33 051 775 556" or "33051775556")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "abn"
  ],
  "properties": {
    "abn": {
      "type": "string",
      "description": "Australian Business Number (ABN) — 11-digit numeric identifier, spaces optional (e.g. \"33 051 775 556\" or \"33051775556\")"
    }
  },
  "additionalProperties": false
}

abr.business.acn_lookup

Resolve an Australian Company Number (ACN) or ASIC-registered number to full entity details via the Australian Business Register (ABR). Returns the linked ABN, entity name, company type, ABN status, GST registration, registered address, and all associated business names. ACN is a 9-digit number issued by ASIC to every registered Australian company. Use this when you have an ACN from an invoice, contract, or company extract and need to verify the entity against the national register. Source: ABR, free registration, commercial use permitted.

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Argument	Type	Description
acn*	string	Australian Company Number (ACN) — 9-digit numeric identifier issued by ASIC, spaces optional (e.g. "051 775 556" or "051775556")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "acn"
  ],
  "properties": {
    "acn": {
      "type": "string",
      "description": "Australian Company Number (ACN) — 9-digit numeric identifier issued by ASIC, spaces optional (e.g. \"051 775 556\" or \"051775556\")"
    }
  },
  "additionalProperties": false
}

abr.business.name_search

Search the Australian Business Register (ABR) by business name to find matching entities. Returns ranked matches with ABN, entity name, name type (Entity Name, Trading Name, Business Name), current status, registered state, and postcode. Supports partial name matching and relevance scoring. Optionally filter by Australian state (NSW, VIC, QLD, SA, WA, TAS, NT, ACT) or postcode. Returns up to 50 matches per call. Covers all 15M+ ABN-holders including companies, sole traders, partnerships, trusts, and government entities. Source: ABR, free registration, commercial use permitted.

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Argument	Type	Description
name*	string	Business name to search for (e.g. "Telstra", "Qantas Airways"). Partial names supported.
state	string	Filter results to a specific Australian state or territory using the standard abbreviation (e.g. "VIC", "NSW").
postcode	string	Filter results to businesses registered in a specific Australian postcode (e.g. "3000" for Melbourne CBD).
max_results	integer	Maximum number of matching businesses to return (1–50, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "description": "Business name to search for (e.g. \"Telstra\", \"Qantas Airways\"). Partial names supported."
    },
    "state": {
      "enum": [
        "NSW",
        "VIC",
        "QLD",
        "SA",
        "WA",
        "TAS",
        "NT",
        "ACT"
      ],
      "type": "string",
      "description": "Filter results to a specific Australian state or territory using the standard abbreviation (e.g. \"VIC\", \"NSW\")."
    },
    "postcode": {
      "type": "string",
      "description": "Filter results to businesses registered in a specific Australian postcode (e.g. \"3000\" for Melbourne CBD)."
    },
    "max_results": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of matching businesses to return (1–50, default 10)."
    }
  },
  "additionalProperties": false
}

abs.demographics.population

Retrieve quarterly Estimated Resident Population (ERP) for Australia from the ABS ERP_Q dataset. Returns total population counts, annual numeric change, or annual percentage change. Data covers all ages combined, broken down by sex (persons/males/females) and geography (Australia or individual states/territories: NSW, VIC, QLD, SA, WA, TAS, NT, ACT). Updated quarterly by the ABS. Source: ABS Demographic Statistics, CC BY 4.0.

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Argument	Type	Description
sex	string	Sex breakdown. persons = total population (default), males or females for gender-disaggregated estimates.
last_n	integer	Number of most-recent quarterly observations to return (1–40). Defaults to 8 (2 years of quarterly data).
region	string	Geographic region. australia = national total, or specify a state/territory: nsw (New South Wales), vic (Victoria), qld (Queensland), sa (South Australia), wa (Western Australia), tas (Tasmania), nt (Northern Territory), act (Australian Capital Territory). Defaults to australia.
measure	string	Population measure. estimated_resident_population = total ERP count (persons), annual_change = numeric change from same quarter previous year (persons), annual_pct_change = percentage change from same quarter previous year. Defaults to estimated_resident_population.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sex": {
      "enum": [
        "persons",
        "males",
        "females"
      ],
      "type": "string",
      "description": "Sex breakdown. persons = total population (default), males or females for gender-disaggregated estimates."
    },
    "last_n": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Number of most-recent quarterly observations to return (1–40). Defaults to 8 (2 years of quarterly data)."
    },
    "region": {
      "enum": [
        "australia",
        "nsw",
        "vic",
        "qld",
        "sa",
        "wa",
        "tas",
        "nt",
        "act"
      ],
      "type": "string",
      "description": "Geographic region. australia = national total, or specify a state/territory: nsw (New South Wales), vic (Victoria), qld (Queensland), sa (South Australia), wa (Western Australia), tas (Tasmania), nt (Northern Territory), act (Australian Capital Territory). Defaults to australia."
    },
    "measure": {
      "enum": [
        "estimated_resident_population",
        "annual_change",
        "annual_pct_change"
      ],
      "type": "string",
      "description": "Population measure. estimated_resident_population = total ERP count (persons), annual_change = numeric change from same quarter previous year (persons), annual_pct_change = percentage change from same quarter previous year. Defaults to estimated_resident_population."
    }
  },
  "additionalProperties": false
}

abs.economy.cpi

Retrieve Australia Consumer Price Index (CPI) data from the ABS CPI dataset. Returns the All Groups CPI as annual percentage change (year-on-year inflation), index numbers (base 2011–12 = 100), or period-on-period percentage change. Available nationally (weighted 8-city average) and for individual capital cities: Sydney, Melbourne, Brisbane, Adelaide, Perth, Hobart, Darwin, and Canberra. Monthly and quarterly frequency. Source: ABS Cat. 6401.0, CC BY 4.0.

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Argument	Type	Description
last_n	integer	Number of most-recent observations to return (1–60). Monthly = up to 5 years; quarterly = up to 15 years. Defaults to 12 (1 year of monthly data).
region	string	Geographic region. australia = weighted national average across all 8 capital cities, or specify an individual capital city. Defaults to australia.
measure	string	CPI measure type. annual_change = percentage change from same period previous year (monthly data only, most commonly used), index = CPI index number (base 2011–12 = 100, monthly or quarterly), period_change = percentage change from previous period. Defaults to annual_change.
frequency	string	Data frequency. monthly = released monthly (note: annual_change measure is monthly only), quarterly = released quarterly. Ignored when measure is annual_change (always monthly). Defaults to monthly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 60,
      "minimum": 1,
      "description": "Number of most-recent observations to return (1–60). Monthly = up to 5 years; quarterly = up to 15 years. Defaults to 12 (1 year of monthly data)."
    },
    "region": {
      "enum": [
        "australia",
        "sydney",
        "melbourne",
        "brisbane",
        "adelaide",
        "perth",
        "hobart",
        "darwin",
        "canberra"
      ],
      "type": "string",
      "description": "Geographic region. australia = weighted national average across all 8 capital cities, or specify an individual capital city. Defaults to australia."
    },
    "measure": {
      "enum": [
        "annual_change",
        "index",
        "period_change"
      ],
      "type": "string",
      "description": "CPI measure type. annual_change = percentage change from same period previous year (monthly data only, most commonly used), index = CPI index number (base 2011–12 = 100, monthly or quarterly), period_change = percentage change from previous period. Defaults to annual_change."
    },
    "frequency": {
      "enum": [
        "monthly",
        "quarterly"
      ],
      "type": "string",
      "description": "Data frequency. monthly = released monthly (note: annual_change measure is monthly only), quarterly = released quarterly. Ignored when measure is annual_change (always monthly). Defaults to monthly."
    }
  },
  "additionalProperties": false
}

abs.economy.gdp

Retrieve Australian Gross Domestic Product (GDP) data from the ABS National Accounts Key Aggregates (ANA_AGG). Returns quarterly chain volume measures (seasonally adjusted AUD millions), current price estimates, GDP per capita, GDP per hour worked, or hours worked in the market sector. Data spans from 1959 onwards. Source: Australian Bureau of Statistics, CC BY 4.0, commercial use permitted.

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Argument	Type	Description
item	string	Economic aggregate to retrieve. gdp = Gross Domestic Product (AUD millions), gdp_per_capita = GDP per person (AUD), gdp_per_hour_worked = GDP per hour worked (AUD), gva_per_hour_worked = Gross value added per hour (market sector), hours_worked = total hours worked (market sector, millions). Defaults to gdp.
last_n	integer	Number of most-recent quarterly observations to return (1–40). Each observation is one quarter (Q1=Jan–Mar, Q2=Apr–Jun, Q3=Jul–Sep, Q4=Oct–Dec). Defaults to 8 (2 years).
measure	string	GDP measure type. chain_volume = seasonally-adjusted volume (AUD millions), current_prices = nominal AUD millions, chain_volume_change = quarter-on-quarter % change, index = volume index. Omit to return both chain_volume and current_prices.
adjustment	string	Statistical adjustment type. seasonally_adjusted removes seasonal effects for trend analysis, trend is a smoothed version, original is the raw figure. Defaults to seasonally_adjusted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "item": {
      "enum": [
        "gdp",
        "gdp_per_capita",
        "gdp_per_hour_worked",
        "gva_per_hour_worked",
        "hours_worked"
      ],
      "type": "string",
      "description": "Economic aggregate to retrieve. gdp = Gross Domestic Product (AUD millions), gdp_per_capita = GDP per person (AUD), gdp_per_hour_worked = GDP per hour worked (AUD), gva_per_hour_worked = Gross value added per hour (market sector), hours_worked = total hours worked (market sector, millions). Defaults to gdp."
    },
    "last_n": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Number of most-recent quarterly observations to return (1–40). Each observation is one quarter (Q1=Jan–Mar, Q2=Apr–Jun, Q3=Jul–Sep, Q4=Oct–Dec). Defaults to 8 (2 years)."
    },
    "measure": {
      "enum": [
        "chain_volume",
        "current_prices",
        "chain_volume_change",
        "index"
      ],
      "type": "string",
      "description": "GDP measure type. chain_volume = seasonally-adjusted volume (AUD millions), current_prices = nominal AUD millions, chain_volume_change = quarter-on-quarter % change, index = volume index. Omit to return both chain_volume and current_prices."
    },
    "adjustment": {
      "enum": [
        "seasonally_adjusted",
        "trend",
        "original"
      ],
      "type": "string",
      "description": "Statistical adjustment type. seasonally_adjusted removes seasonal effects for trend analysis, trend is a smoothed version, original is the raw figure. Defaults to seasonally_adjusted."
    }
  },
  "additionalProperties": false
}

abs.economy.labour_force

Retrieve Australian labour market statistics from the ABS Labour Force Survey (LF). Returns monthly seasonally adjusted data on unemployment rate (%), number of employed persons (thousands), participation rate (%), total labour force size, or civilian population aged 15+. Breakdowns available by sex (persons/males/females) and geography (Australia national or individual states and territories). Source: ABS Cat. 6202.0, CC BY 4.0.

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Argument	Type	Description
sex	string	Sex breakdown. persons = total (male + female), males or females for gender-disaggregated data. Defaults to persons.
last_n	integer	Number of most-recent monthly observations to return (1–60, up to 5 years). Defaults to 12 (1 year).
region	string	Geographic region. australia = national aggregate, or specify an Australian state/territory abbreviation: nsw (New South Wales), vic (Victoria), qld (Queensland), sa (South Australia), wa (Western Australia), tas (Tasmania), nt (Northern Territory), act (Australian Capital Territory). Defaults to australia.
measure	string	Labour market indicator. unemployment_rate = % of labour force unemployed, employed = number of employed persons (thousands), participation_rate = % of civilian population in labour force, labour_force = total labour force (thousands), civilian_population = total civilian population aged 15+ (thousands). Defaults to unemployment_rate, employed, and participation_rate combined.
adjustment	string	Statistical adjustment. seasonally_adjusted is recommended for comparing months, trend is a smoothed version for long-term analysis, original is the raw survey estimate. Defaults to seasonally_adjusted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sex": {
      "enum": [
        "persons",
        "males",
        "females"
      ],
      "type": "string",
      "description": "Sex breakdown. persons = total (male + female), males or females for gender-disaggregated data. Defaults to persons."
    },
    "last_n": {
      "type": "integer",
      "maximum": 60,
      "minimum": 1,
      "description": "Number of most-recent monthly observations to return (1–60, up to 5 years). Defaults to 12 (1 year)."
    },
    "region": {
      "enum": [
        "australia",
        "nsw",
        "vic",
        "qld",
        "sa",
        "wa",
        "tas",
        "nt",
        "act"
      ],
      "type": "string",
      "description": "Geographic region. australia = national aggregate, or specify an Australian state/territory abbreviation: nsw (New South Wales), vic (Victoria), qld (Queensland), sa (South Australia), wa (Western Australia), tas (Tasmania), nt (Northern Territory), act (Australian Capital Territory). Defaults to australia."
    },
    "measure": {
      "enum": [
        "unemployment_rate",
        "employed",
        "participation_rate",
        "labour_force",
        "civilian_population"
      ],
      "type": "string",
      "description": "Labour market indicator. unemployment_rate = % of labour force unemployed, employed = number of employed persons (thousands), participation_rate = % of civilian population in labour force, labour_force = total labour force (thousands), civilian_population = total civilian population aged 15+ (thousands). Defaults to unemployment_rate, employed, and participation_rate combined."
    },
    "adjustment": {
      "enum": [
        "seasonally_adjusted",
        "trend",
        "original"
      ],
      "type": "string",
      "description": "Statistical adjustment. seasonally_adjusted is recommended for comparing months, trend is a smoothed version for long-term analysis, original is the raw survey estimate. Defaults to seasonally_adjusted."
    }
  },
  "additionalProperties": false
}

abs.economy.trade

Retrieve Australia Balance of Payments (BOP) statistics from the ABS BOP dataset. Returns quarterly current prices or chain volume measures for key trade aggregates: current account balance, goods and services credits (exports), goods and services debits (imports), goods credits, goods debits, and primary income credits. Seasonally adjusted, trend, or original data. AUD millions. Source: ABS Cat. 5302.0, CC BY 4.0.

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Argument	Type	Description
items	array	Balance of payments items to retrieve. current_account = overall current account balance (AUD millions), goods_services_credits = total exports of goods and services, goods_services_debits = total imports of goods and services, goods_credits = goods exports only, goods_debits = goods imports only, primary_income_credits = income credits (investment income received). Defaults to current_account, goods_services_credits, and goods_services_debits.
last_n	integer	Number of most-recent quarterly observations to return (1–40). Defaults to 8 (2 years).
measure	string	Measurement basis. current_prices = nominal AUD millions (recommended), chain_volume = inflation-adjusted volume, implicit_price_index = price deflator index, terms_of_trade = ratio of export to import prices (available for selected items only). Defaults to current_prices.
adjustment	string	Statistical adjustment. seasonally_adjusted removes predictable seasonal patterns, trend is a smoothed version, original is the raw quarterly estimate. Defaults to seasonally_adjusted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "items": {
      "type": "array",
      "items": {
        "enum": [
          "current_account",
          "goods_services_credits",
          "goods_services_debits",
          "goods_credits",
          "goods_debits",
          "primary_income_credits"
        ],
        "type": "string"
      },
      "description": "Balance of payments items to retrieve. current_account = overall current account balance (AUD millions), goods_services_credits = total exports of goods and services, goods_services_debits = total imports of goods and services, goods_credits = goods exports only, goods_debits = goods imports only, primary_income_credits = income credits (investment income received). Defaults to current_account, goods_services_credits, and goods_services_debits."
    },
    "last_n": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Number of most-recent quarterly observations to return (1–40). Defaults to 8 (2 years)."
    },
    "measure": {
      "enum": [
        "current_prices",
        "chain_volume",
        "implicit_price_index",
        "terms_of_trade"
      ],
      "type": "string",
      "description": "Measurement basis. current_prices = nominal AUD millions (recommended), chain_volume = inflation-adjusted volume, implicit_price_index = price deflator index, terms_of_trade = ratio of export to import prices (available for selected items only). Defaults to current_prices."
    },
    "adjustment": {
      "enum": [
        "seasonally_adjusted",
        "trend",
        "original"
      ],
      "type": "string",
      "description": "Statistical adjustment. seasonally_adjusted removes predictable seasonal patterns, trend is a smoothed version, original is the raw quarterly estimate. Defaults to seasonally_adjusted."
    }
  },
  "additionalProperties": false
}

account.analytics.timeseries

Get time-series usage data — calls, cost, cache hits per hour or day over a period. Visualize usage patterns and trends. Choose granularity: hourly (for 1d period) or daily (for 7d/30d). Free, no charge (APIbase)

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Argument	Type	Description
period	string	Time period: "1d", "7d", or "30d". Default: "7d"
granularity	string	Time bucket granularity: "hour" or "day". Default: "day"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "period": {
      "enum": [
        "1d",
        "7d",
        "30d"
      ],
      "type": "string",
      "default": "7d",
      "description": "Time period: \"1d\", \"7d\", or \"30d\". Default: \"7d\""
    },
    "granularity": {
      "enum": [
        "hour",
        "day"
      ],
      "type": "string",
      "default": "day",
      "description": "Time bucket granularity: \"hour\" or \"day\". Default: \"day\""
    }
  },
  "additionalProperties": false
}

account.analytics.tools

Get per-tool usage breakdown — calls, cost, cache hits, average latency, last used. Sort by cost (highest spend), calls (most used), or latency (slowest). Identify your most-used and most-expensive tools. Free, no charge (APIbase)

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Argument	Type	Description
sort	string	Sort tools by: "cost" (highest spend), "calls" (most used), or "latency" (slowest). Default: "calls"
limit	integer	Max number of tools to return (1-100). Default: 20

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "cost",
        "calls",
        "latency"
      ],
      "type": "string",
      "default": "calls",
      "description": "Sort tools by: \"cost\" (highest spend), \"calls\" (most used), or \"latency\" (slowest). Default: \"calls\""
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Max number of tools to return (1-100). Default: 20"
    }
  },
  "additionalProperties": false
}

account.analytics.usage

Get your API usage summary — total calls, total cost, cache hit rate, average latency, and unique tools used. Filter by period: 1 day, 7 days, or 30 days. See how efficiently you are using the platform. Free, no charge (APIbase)

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Argument	Type	Description
period	string	Time period for usage stats: "1d" (24 hours), "7d" (7 days), or "30d" (30 days). Default: "7d"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "period": {
      "enum": [
        "1d",
        "7d",
        "30d"
      ],
      "type": "string",
      "default": "7d",
      "description": "Time period for usage stats: \"1d\" (24 hours), \"7d\" (7 days), or \"30d\" (30 days). Default: \"7d\""
    }
  },
  "additionalProperties": false
}

adbkidb.data.query

Fetch annual macroeconomic time-series data from the ADB Key Indicators Database for any combination of Asian Development Bank member economies and SDMX indicators. Returns structured observations with values, units, data sources, and footnotes. Covers GDP, population, inflation, exchange rates, trade, energy, SDGs, and 700+ other indicators for 50 Asia-Pacific economies (China=PRC, India=IND, Japan=JPN, Indonesia=INO, etc.) from 1960s onward. Workflow: (1) adbkidb.dataflows_list to pick a topic, (2) adbkidb.indicators to find indicator codes, (3) this tool to fetch values. Example: dataflow=EO_NA, indicator_codes=[NGDP_XDC], economy_codes=[PRC,IND], start_year=2015 returns GDP at current prices for China and India from 2015 to present. Source: kidb.adb.org SDMX v3.0 API — ADB open data, no auth, 20 req/min.

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Argument	Type	Description
dataflow*	string	KIDB dataflow code (e.g. "EO_NA" for National Accounts, "PPL_POP" for Population, "MFP_XR" for Exchange Rates). Use adbkidb.dataflows_list to discover codes, then adbkidb.indicators to find indicator codes within the dataflow.
end_year	integer	End year for the data range (e.g. 2024). Defaults to current year. Annual frequency only (A).
start_year	integer	Start year for the data range (e.g. 2010). Data availability varies by indicator; most series begin 1990–2000. Defaults to 2000.
economy_codes*	array	One or more ADB economy codes (e.g. ["PRC"] for China, ["IND"] for India, ["JPN"] for Japan, ["PRC","IND","INO"] for multiple). Use adbkidb.economies to list all 50 codes. Maximum 10.
indicator_codes*	array	One or more indicator codes within the dataflow (e.g. ["NGDP_XDC"] for GDP at current prices in EO_NA, ["LP_PE_NUM_MOP"] for population in PPL_POP). Use adbkidb.indicators to discover codes. Maximum 10.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataflow",
    "indicator_codes",
    "economy_codes"
  ],
  "properties": {
    "dataflow": {
      "type": "string",
      "minLength": 1,
      "description": "KIDB dataflow code (e.g. \"EO_NA\" for National Accounts, \"PPL_POP\" for Population, \"MFP_XR\" for Exchange Rates). Use adbkidb.dataflows_list to discover codes, then adbkidb.indicators to find indicator codes within the dataflow."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1960,
      "description": "End year for the data range (e.g. 2024). Defaults to current year. Annual frequency only (A)."
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1960,
      "description": "Start year for the data range (e.g. 2010). Data availability varies by indicator; most series begin 1990–2000. Defaults to 2000."
    },
    "economy_codes": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 3,
        "minLength": 2
      },
      "maxItems": 10,
      "minItems": 1,
      "description": "One or more ADB economy codes (e.g. [\"PRC\"] for China, [\"IND\"] for India, [\"JPN\"] for Japan, [\"PRC\",\"IND\",\"INO\"] for multiple). Use adbkidb.economies to list all 50 codes. Maximum 10."
    },
    "indicator_codes": {
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1
      },
      "maxItems": 10,
      "minItems": 1,
      "description": "One or more indicator codes within the dataflow (e.g. [\"NGDP_XDC\"] for GDP at current prices in EO_NA, [\"LP_PE_NUM_MOP\"] for population in PPL_POP). Use adbkidb.indicators to discover codes. Maximum 10."
    }
  },
  "additionalProperties": false
}

adbkidb.explore.dataflows

List the 62 available dataflow categories in the ADB Key Indicators Database (KIDB). Covers macroeconomic and social statistics for 50 Asia-Pacific economies. Dataflows are hierarchical topic groups: People (PPL), Economy and Output (EO), Money Finance and Prices (MFP), Government and Governance (GG), Globalization (GLB), Energy and Electricity (EGELC), Transport and Communication (TC), Environment and Climate Change (ENV), and Sustainable Development Goals (SDG_01–SDG_17). Use the returned code with adbkidb.indicators to discover indicator codes, then adbkidb.data to fetch actual values. Source: kidb.adb.org — Asian Development Bank open data, no auth required.

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Argument	Type	Description
search	string	Optional keyword to filter dataflows by code or name (e.g. "gdp", "SDG", "EO_NA"). Leave empty to list all 62 dataflows.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "search": {
      "type": "string",
      "description": "Optional keyword to filter dataflows by code or name (e.g. \"gdp\", \"SDG\", \"EO_NA\"). Leave empty to list all 62 dataflows."
    }
  },
  "additionalProperties": false
}

adbkidb.explore.economies

List the 50 ADB member economy codes used to query the Key Indicators Database. Returns each economy's 3-letter code and full name. These codes are used as economy_codes in adbkidb.data queries. Key codes: PRC (China), IND (India), JPN (Japan), INO (Indonesia), KOR (Korea), PAK (Pakistan), BAN (Bangladesh), PHI (Philippines), VIE (Viet Nam), THA (Thailand). Note: China is PRC (not CHN), Indonesia is INO (not IDN), Bangladesh is BAN (not BGD). Source: kidb.adb.org — Asian Development Bank member economy reference.

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Argument	Type	Description
search	string	Optional keyword to filter ADB member economies by code or name (e.g. "india", "PRC", "south"). Leave empty to list all 50 ADB member economies with their 3-letter codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "search": {
      "type": "string",
      "description": "Optional keyword to filter ADB member economies by code or name (e.g. \"india\", \"PRC\", \"south\"). Leave empty to list all 50 ADB member economies with their 3-letter codes."
    }
  },
  "additionalProperties": false
}

adbkidb.explore.indicators

List all available indicators within an ADB KIDB dataflow. Returns indicator codes, names, and descriptions for a given topic category. For example, dataflow EO_NA returns GDP, GVA, investment, and savings indicators with codes like NGDP_XDC (GDP at current prices) and NGDP_RPCH (real GDP growth). Use the returned codes with adbkidb.data to query actual time-series observations. Typical dataflow codes: PPL_POP (population), EO_NA (national accounts), MFP_XR (exchange rates), GLB_ET (external trade), ENV_CC (climate data). Source: kidb.adb.org — Asian Development Bank open data, no auth required.

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Argument	Type	Description
dataflow*	string	KIDB dataflow code to list indicators for (e.g. "EO_NA" for National Accounts, "PPL_POP" for Population, "MFP_XR" for Exchange Rates, "SDG_01" for SDG No Poverty). Use adbkidb.dataflows_list to discover all 62 codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataflow"
  ],
  "properties": {
    "dataflow": {
      "type": "string",
      "minLength": 1,
      "description": "KIDB dataflow code to list indicators for (e.g. \"EO_NA\" for National Accounts, \"PPL_POP\" for Population, \"MFP_XR\" for Exchange Rates, \"SDG_01\" for SDG No Poverty). Use adbkidb.dataflows_list to discover all 62 codes."
    }
  },
  "additionalProperties": false
}

address.geocodio.geocode

Forward geocode a US or Canada address to coordinates — returns lat/lng, parsed address components (street, city, state, ZIP, county), accuracy type (rooftop/range/street), and data source. USPS-standardized results with Census data (Geocodio)

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Argument	Type	Description
limit	integer	Max results to return (default 5, max 20)
address*	string	US or Canada address to geocode (e.g. "1600 Pennsylvania Ave NW, Washington DC", "350 5th Ave, New York, NY 10118")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "address"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Max results to return (default 5, max 20)"
    },
    "address": {
      "type": "string",
      "minLength": 3,
      "description": "US or Canada address to geocode (e.g. \"1600 Pennsylvania Ave NW, Washington DC\", \"350 5th Ave, New York, NY 10118\")"
    }
  },
  "additionalProperties": false
}

address.geocodio.reverse

Reverse geocode latitude/longitude to a US or Canada address — returns formatted address, parsed components (street, city, state, ZIP, county), accuracy type, and source. Supports multiple results ranked by proximity (Geocodio)

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Argument	Type	Description
lat*	number	Latitude (24-72 range for US/Canada, e.g. 38.8976)
lon*	number	Longitude (negative for Western Hemisphere, e.g. -77.0365)
limit	integer	Max results to return (default 5, max 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 72,
      "minimum": 24,
      "description": "Latitude (24-72 range for US/Canada, e.g. 38.8976)"
    },
    "lon": {
      "type": "number",
      "maximum": -50,
      "minimum": -180,
      "description": "Longitude (negative for Western Hemisphere, e.g. -77.0365)"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Max results to return (default 5, max 20)"
    }
  },
  "additionalProperties": false
}

address.postal.lookup

Look up a postal/ZIP code in 60+ countries — returns city name, state/region, and lat/lon coordinates. Supports US, UK, Germany, France, Japan, Brazil, India, Australia, and 50+ more countries. Provide country code (ISO 2-letter) + postal code (Zippopotam.us)

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Argument	Type	Description
postal_code*	string	Postal/ZIP code (e.g. "90210" for US, "10115" for Germany, "SW1A" for UK, "75001" for France)
country_code*	string	ISO 3166-1 alpha-2 country code (e.g. "us", "de", "gb", "fr", "jp", "br", "in", "au"). Supports 60+ countries

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code",
    "postal_code"
  ],
  "properties": {
    "postal_code": {
      "type": "string",
      "minLength": 1,
      "description": "Postal/ZIP code (e.g. \"90210\" for US, \"10115\" for Germany, \"SW1A\" for UK, \"75001\" for France)"
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"us\", \"de\", \"gb\", \"fr\", \"jp\", \"br\", \"in\", \"au\"). Supports 60+ countries"
    }
  },
  "additionalProperties": false
}

address.ukpost.lookup

Look up a UK postcode — returns district, region, country, ward, parish, parliamentary constituency, and lat/lon coordinates. Backed by ONS/Ordnance Survey data. Example: "SW1A 1AA" → Westminster, London (Postcodes.io)

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Argument	Type	Description
postcode*	string	UK postcode to look up (e.g. "SW1A 1AA" for Westminster, "EC2R 8AH" for City of London, "M1 1AA" for Manchester). Returns district, region, country, lat/lon, parliamentary constituency

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "postcode"
  ],
  "properties": {
    "postcode": {
      "type": "string",
      "minLength": 1,
      "description": "UK postcode to look up (e.g. \"SW1A 1AA\" for Westminster, \"EC2R 8AH\" for City of London, \"M1 1AA\" for Manchester). Returns district, region, country, lat/lon, parliamentary constituency"
    }
  },
  "additionalProperties": false
}

address.ukpost.nearest

Find nearest UK postcodes to a lat/lon coordinate — returns postcodes sorted by distance with district info. Use for reverse geocoding in the UK (Postcodes.io)

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Argument	Type	Description
lat*	number	Latitude (e.g. 51.5074 for London)
lon*	number	Longitude (e.g. -0.1278 for London)
limit	integer	Max results (1-10, default 5)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "description": "Latitude (e.g. 51.5074 for London)"
    },
    "lon": {
      "type": "number",
      "description": "Longitude (e.g. -0.1278 for London)"
    },
    "limit": {
      "type": "integer",
      "default": 5,
      "maximum": 10,
      "minimum": 1,
      "description": "Max results (1-10, default 5)"
    }
  },
  "additionalProperties": false
}

address.ukpost.validate

Check if a UK postcode is valid and exists — returns true/false. Use for form validation or data cleaning (Postcodes.io)

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Argument	Type	Description
postcode*	string	UK postcode to validate (e.g. "SW1A 1AA"). Returns true if valid format and exists

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "postcode"
  ],
  "properties": {
    "postcode": {
      "type": "string",
      "minLength": 1,
      "description": "UK postcode to validate (e.g. \"SW1A 1AA\"). Returns true if valid format and exists"
    }
  },
  "additionalProperties": false
}

adsbdb.aircraft.lookup

Look up aircraft details by Mode-S transponder hex code (e.g. "400F6B") or ICAO registration mark (tail number, e.g. "G-RVCL", "N123AB"). Returns aircraft type, ICAO type designator, manufacturer, registered owner, country of registration, and photo URLs when available. Mode-S codes are 6-character hexadecimal unique to each aircraft; registrations follow national formats (N-prefix for US, G- for UK, etc.). Source: ADS-B DB — api.adsbdb.com, MIT license, no auth.

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Argument	Type	Description
identifier*	string	Aircraft identifier: Mode-S hex code (e.g. "400F6B", "A05ED9") or ICAO registration mark (e.g. "G-RVCL", "N123AB"). Mode-S is a 6-character hexadecimal transponder code; registration is the tail number. Both formats are accepted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "identifier"
  ],
  "properties": {
    "identifier": {
      "type": "string",
      "description": "Aircraft identifier: Mode-S hex code (e.g. \"400F6B\", \"A05ED9\") or ICAO registration mark (e.g. \"G-RVCL\", \"N123AB\"). Mode-S is a 6-character hexadecimal transponder code; registration is the tail number. Both formats are accepted."
    }
  },
  "additionalProperties": false
}

adsbdb.airline.lookup

Look up airline details by ICAO 3-letter code (e.g. "BAW" for British Airways, "UAL" for United Airlines) or IATA 2-letter code (e.g. "BA", "UA"). Returns airline name, both ICAO and IATA codes, country of registration, and radio telephony callsign used in ATC communications (e.g. "SPEEDBIRD" for British Airways). Useful for decoding transponder callsigns and identifying aircraft operators. Source: ADS-B DB — api.adsbdb.com, MIT license, no auth.

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Argument	Type	Description
code*	string	Airline code to look up. Accepts ICAO 3-letter codes (e.g. "BAW" for British Airways, "UAL" for United) or IATA 2-letter codes (e.g. "BA", "UA"). ICAO codes are preferred for unambiguous lookup.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "description": "Airline code to look up. Accepts ICAO 3-letter codes (e.g. \"BAW\" for British Airways, \"UAL\" for United) or IATA 2-letter codes (e.g. \"BA\", \"UA\"). ICAO codes are preferred for unambiguous lookup."
    }
  },
  "additionalProperties": false
}

adsbdb.callsign.lookup

Resolve a flight callsign (e.g. "BAW123", "UAL456") to its origin and destination airports plus operating airline. Returns full airport details: ICAO and IATA codes, name, municipality, country, coordinates, and elevation. Also returns airline name, codes, and ATC callsign. Callsigns combine the airline ICAO code with a flight number and are broadcast by ATC transponders. Useful for enriching ADS-B flight tracking data with route context. Source: ADS-B DB — api.adsbdb.com, MIT license, no auth.

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Argument	Type	Description
callsign*	string	Flight callsign to resolve, typically the airline ICAO code followed by flight number (e.g. "BAW123" for British Airways flight 123, "UAL456" for United flight 456). Returns origin, destination airports and airline details.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "callsign"
  ],
  "properties": {
    "callsign": {
      "type": "string",
      "description": "Flight callsign to resolve, typically the airline ICAO code followed by flight number (e.g. \"BAW123\" for British Airways flight 123, \"UAL456\" for United flight 456). Returns origin, destination airports and airline details."
    }
  },
  "additionalProperties": false
}

africa.countries.list

List all 54 African countries with ISO codes, capitals, regional classifications, currencies, languages, area, timezone, and border countries. Optionally filter by sub-region: North Africa, West Africa, East Africa, Central Africa, or Southern Africa. Use as a discovery step to get country codes for other Africa API tools.

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Argument	Type	Description
region	string	Filter by African sub-region. One of: "North Africa", "West Africa", "East Africa", "Central Africa", "Southern Africa". Omit to return all 54 countries.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "region": {
      "enum": [
        "North Africa",
        "West Africa",
        "East Africa",
        "Central Africa",
        "Southern Africa"
      ],
      "type": "string",
      "description": "Filter by African sub-region. One of: \"North Africa\", \"West Africa\", \"East Africa\", \"Central Africa\", \"Southern Africa\". Omit to return all 54 countries."
    }
  },
  "additionalProperties": false
}

africa.countries.signals

Get a live macroeconomic snapshot for an African country. Returns 20–60 indicators across economy (GDP, inflation, trade), climate (precipitation, air quality), health (life expectancy, access to services), and demographic signals. Sources: World Bank WDI, IMF, UN, NASA POWER. Use country_code from africa.countries.list. Ideal for rapid country assessment and investment screening across 54 African nations.

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Argument	Type	Description
country_code*	string	ISO 3166-1 alpha-2 country code (2-letter lowercase, e.g. "ng" for Nigeria, "ke" for Kenya, "za" for South Africa, "eg" for Egypt, "gh" for Ghana).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code"
  ],
  "properties": {
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (2-letter lowercase, e.g. \"ng\" for Nigeria, \"ke\" for Kenya, \"za\" for South Africa, \"eg\" for Egypt, \"gh\" for Ghana)."
    }
  },
  "additionalProperties": false
}

africa.data.indicator

Query a specific economic indicator time series for an African country. Supports 120+ metrics including GDP (gdp_usd), inflation rate (inflation_pct), GDP per capita (gdp_per_capita_usd), unemployment (unemployment_pct), trade balance (trade_balance_usd), foreign direct investment (fdi_inflows_usd), and more. Returns annual data sourced from World Bank, IMF, and UN. Omit start_year/end_year for latest value; supply both for a historical range (e.g. 2010–2024). Use africa.countries.signals to discover available metric_key values for a country.

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Argument	Type	Description
limit	integer	Maximum number of data points to return (1–100, default 20).
end_year	integer	End year for historical range (e.g. 2024). Required when start_year is provided.
metric_key*	string	Economic indicator key (e.g. "gdp_usd" for GDP in USD, "inflation_pct" for CPI inflation rate, "gdp_per_capita_usd" for GDP per capita, "unemployment_pct" for unemployment rate, "trade_balance_usd" for trade balance, "fdi_inflows_usd" for foreign direct investment). Use africa.countries.signals to discover available metric_key values for a country.
start_year	integer	Start year for historical range (e.g. 2015). Omit along with end_year to return the single latest observation.
country_code*	string	ISO 3166-1 alpha-2 country code (2-letter lowercase, e.g. "ng", "ke", "za", "eg", "gh").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code",
    "metric_key"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of data points to return (1–100, default 20)."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1960,
      "description": "End year for historical range (e.g. 2024). Required when start_year is provided."
    },
    "metric_key": {
      "type": "string",
      "description": "Economic indicator key (e.g. \"gdp_usd\" for GDP in USD, \"inflation_pct\" for CPI inflation rate, \"gdp_per_capita_usd\" for GDP per capita, \"unemployment_pct\" for unemployment rate, \"trade_balance_usd\" for trade balance, \"fdi_inflows_usd\" for foreign direct investment). Use africa.countries.signals to discover available metric_key values for a country."
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1960,
      "description": "Start year for historical range (e.g. 2015). Omit along with end_year to return the single latest observation."
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (2-letter lowercase, e.g. \"ng\", \"ke\", \"za\", \"eg\", \"gh\")."
    }
  },
  "additionalProperties": false
}

africa.markets.fx_rates

Get daily USD exchange rates for all 50+ African currencies. Returns current rate per USD for NGN (Nigerian naira), KES (Kenyan shilling), ZAR (South African rand), EGP (Egyptian pound), GHS (Ghanaian cedi), ETB (Ethiopian birr), MAD (Moroccan dirham), and all other African currency pairs. Rates updated daily. Filter by country code to get the rate for a specific country's currency.

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Argument	Type	Description
country_code	string	Filter FX rates to the currency of a single country (ISO 3166-1 alpha-2, e.g. "ng" for NGN, "ke" for KES, "za" for ZAR). Omit to return all 50+ African currency rates.
quote_currencies	string	Comma-separated list of specific quote currencies to return (e.g. "NGN,KES,ZAR,GHS,EGP"). Omit to return all available African currencies.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Filter FX rates to the currency of a single country (ISO 3166-1 alpha-2, e.g. \"ng\" for NGN, \"ke\" for KES, \"za\" for ZAR). Omit to return all 50+ African currency rates."
    },
    "quote_currencies": {
      "type": "string",
      "description": "Comma-separated list of specific quote currencies to return (e.g. \"NGN,KES,ZAR,GHS,EGP\"). Omit to return all available African currencies."
    }
  },
  "additionalProperties": false
}

africa.politics.elections

List presidential, parliamentary, and local government elections across all 54 African countries. Returns election scope (presidential/parliamentary/local), status (upcoming/completed/ongoing), dates, and country. Filter by country code, election status, or year range. Use status="upcoming" to find upcoming African elections relevant to political risk analysis or investment due diligence. Data sourced from Wikidata and official election commission records.

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Argument	Type	Description
limit	integer	Maximum number of elections to return (1–100, default 20).
status	string	Filter by election status: "upcoming" (future elections), "completed" (past elections), or "ongoing" (elections currently in progress).
end_year	integer	Filter elections up to and including this year (e.g. 2025).
start_year	integer	Filter elections from this year onwards (e.g. 2020).
country_code	string	ISO 3166-1 alpha-2 country code to filter elections to a single country (e.g. "ng", "ke", "za", "eg"). Omit to return elections for all 54 countries.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of elections to return (1–100, default 20)."
    },
    "status": {
      "enum": [
        "upcoming",
        "completed",
        "ongoing"
      ],
      "type": "string",
      "description": "Filter by election status: \"upcoming\" (future elections), \"completed\" (past elections), or \"ongoing\" (elections currently in progress)."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Filter elections up to and including this year (e.g. 2025)."
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Filter elections from this year onwards (e.g. 2020)."
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code to filter elections to a single country (e.g. \"ng\", \"ke\", \"za\", \"eg\"). Omit to return elections for all 54 countries."
    }
  },
  "additionalProperties": false
}

ai.image.generate

⚡ ACTION: Generate images from text prompts using Stable Diffusion — supports style presets (anime, cinematic, pixel-art, photographic...), aspect ratios, negative prompts. Returns base64 PNG data URI. Powered by Stability AI

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Argument	Type	Description
prompt*	string	Text prompt describing the image to generate (e.g. "a futuristic city at sunset, cyberpunk style, detailed")
aspect_ratio	string	Image aspect ratio (default "1:1")
style_preset	string	Style preset to guide generation
negative_prompt	string	What to exclude from the image (e.g. "blurry, low quality, text, watermark")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "prompt"
  ],
  "properties": {
    "prompt": {
      "type": "string",
      "maxLength": 10000,
      "minLength": 1,
      "description": "Text prompt describing the image to generate (e.g. \"a futuristic city at sunset, cyberpunk style, detailed\")"
    },
    "aspect_ratio": {
      "enum": [
        "1:1",
        "16:9",
        "21:9",
        "2:3",
        "3:2",
        "4:5",
        "5:4",
        "9:16",
        "9:21"
      ],
      "type": "string",
      "description": "Image aspect ratio (default \"1:1\")"
    },
    "style_preset": {
      "enum": [
        "3d-model",
        "analog-film",
        "anime",
        "cinematic",
        "comic-book",
        "digital-art",
        "enhance",
        "fantasy-art",
        "isometric",
        "line-art",
        "low-poly",
        "neon-punk",
        "origami",
        "photographic",
        "pixel-art",
        "tile-texture"
      ],
      "type": "string",
      "description": "Style preset to guide generation"
    },
    "negative_prompt": {
      "type": "string",
      "description": "What to exclude from the image (e.g. \"blurry, low quality, text, watermark\")"
    }
  },
  "additionalProperties": false
}

ai.ocr.extract

Extract text from any image or PDF URL using OCR — supports 20+ languages including English, Russian, Chinese, Japanese, Korean, Arabic. Returns recognized text. Handles PNG, JPG, GIF, BMP, PDF, TIFF (OCR.space)

read-only

Argument	Type	Description
url*	string	URL of the image or PDF to extract text from (PNG, JPG, GIF, BMP, PDF, TIFF supported)
filetype	string	File type hint — set if URL has no extension or content-type is wrong
language	string	OCR language: "eng" (English, default), "rus" (Russian), "ger" (German), "fre" (French), "spa" (Spanish), "jpn" (Japanese), "kor" (Korean), "chs" (Chinese Simplified)
detect_orientation	boolean	Auto-detect and correct image orientation (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "URL of the image or PDF to extract text from (PNG, JPG, GIF, BMP, PDF, TIFF supported)"
    },
    "filetype": {
      "enum": [
        "PNG",
        "JPG",
        "GIF",
        "BMP",
        "PDF",
        "TIFF"
      ],
      "type": "string",
      "description": "File type hint — set if URL has no extension or content-type is wrong"
    },
    "language": {
      "enum": [
        "eng",
        "ara",
        "chs",
        "cht",
        "dan",
        "dut",
        "fin",
        "fre",
        "ger",
        "gre",
        "hun",
        "ita",
        "jpn",
        "kor",
        "nor",
        "pol",
        "por",
        "rus",
        "spa",
        "swe",
        "tur"
      ],
      "type": "string",
      "description": "OCR language: \"eng\" (English, default), \"rus\" (Russian), \"ger\" (German), \"fre\" (French), \"spa\" (Spanish), \"jpn\" (Japanese), \"kor\" (Korean), \"chs\" (Chinese Simplified)"
    },
    "detect_orientation": {
      "type": "boolean",
      "description": "Auto-detect and correct image orientation (default false)"
    }
  },
  "additionalProperties": false
}

aipush.analysis.profile

Get MIP business analysis results — business name, category, location, competitors, value propositions, and market surface data (AIPush)

read-only

Argument	Type	Description
website_domain*	string	Domain to get the MIP business analysis for. Must have completed setup (mip_status = "ready").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "website_domain"
  ],
  "properties": {
    "website_domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Domain to get the MIP business analysis for. Must have completed setup (mip_status = \"ready\")."
    }
  },
  "additionalProperties": false
}

aipush.analysis.visibility

Test whether AI assistants (ChatGPT, Perplexity, Gemini) know about and recommend a brand — returns per-model visibility scores (AIPush)

read-only

Argument	Type	Description
website_domain*	string	Domain to check AI visibility for (e.g. "example.com"). Tests whether AI assistants know about and recommend this brand.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "website_domain"
  ],
  "properties": {
    "website_domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Domain to check AI visibility for (e.g. \"example.com\"). Tests whether AI assistants know about and recommend this brand."
    }
  },
  "additionalProperties": false
}

aipush.market.report

⚡ ACTION: Start a full AI market intelligence report for any website. Provide a URL (e.g. "https://stripe.com") — the system crawls the site, extracts value propositions and services, identifies competitors, scores them, finds keyword gaps and market opportunities. Returns report_id — poll with aipush.market_report_status. Takes ~2 minutes. Cost: $29.99 (AIPush MIP)

Argument	Type	Description
target_url*	string	Website URL to analyze (e.g. "https://stripe.com"). The system crawls the site, extracts value propositions, finds competitors, and builds a full market intelligence report with competitive scoring, keyword gaps, and market opportunities. Takes ~2 minutes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "target_url"
  ],
  "properties": {
    "target_url": {
      "type": "string",
      "format": "uri",
      "description": "Website URL to analyze (e.g. \"https://stripe.com\"). The system crawls the site, extracts value propositions, finds competitors, and builds a full market intelligence report with competitive scoring, keyword gaps, and market opportunities. Takes ~2 minutes."
    }
  },
  "additionalProperties": false
}

aipush.market.report_status

Poll the status of a market intelligence report. Returns "running" with current step (crawling/ai_analysis), or "completed" with full profile_json containing competitors (scored), keywords, market surface, and evidence. Free to poll (AIPush MIP)

read-only

Argument	Type	Description
report_id*	string	Report ID in UUID format (e.g. "ed90f49c-15d8-46ee-9799-c6a8d468f6ba") — returned by aipush.market_report. Poll until status = "completed" to get full profile_json with competitors, keywords, and market analysis.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "report_id"
  ],
  "properties": {
    "report_id": {
      "type": "string",
      "format": "uuid",
      "description": "Report ID in UUID format (e.g. \"ed90f49c-15d8-46ee-9799-c6a8d468f6ba\") — returned by aipush.market_report. Poll until status = \"completed\" to get full profile_json with competitors, keywords, and market analysis."
    }
  },
  "additionalProperties": false
}

aipush.pages.content

Get full HTML content and metadata of a specific generated page by slug (AIPush)

read-only

Argument	Type	Description
slug*	string	Page slug identifier (e.g. "best-hotels-bangkok-2026"). Returned by aipush.list_pages or aipush.generate_page.
website_domain*	string	Domain the page belongs to (e.g. "example.com").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "website_domain",
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Page slug identifier (e.g. \"best-hotels-bangkok-2026\"). Returned by aipush.list_pages or aipush.generate_page."
    },
    "website_domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Domain the page belongs to (e.g. \"example.com\")."
    }
  },
  "additionalProperties": false
}

aipush.pages.generate

Requires mip_status='ready' and cf_hostname_status='active' (check website_status first). Generates one AI-optimized HTML page structured for AI assistant answer compilation (ChatGPT, Perplexity, Gemini). Page includes decision question, short answer with CTA, comparison, pricing, FAQ. Published at reference.{domain}/{slug}. Optional keyword parameter targets specific search intent (AIPush)

Argument	Type	Description
keyword	string	Target keyword or topic for the page (e.g. "best hotels in Bangkok", "affordable dentist near me"). If omitted, the system picks from the semantic coverage grid.
website_domain*	string	Domain of the website to generate a page for. Must be set up first via aipush.setup_website.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "website_domain"
  ],
  "properties": {
    "keyword": {
      "type": "string",
      "maxLength": 200,
      "minLength": 2,
      "description": "Target keyword or topic for the page (e.g. \"best hotels in Bangkok\", \"affordable dentist near me\"). If omitted, the system picks from the semantic coverage grid."
    },
    "website_domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Domain of the website to generate a page for. Must be set up first via aipush.setup_website."
    }
  },
  "additionalProperties": false
}

aipush.pages.list

⚡ ACTION: List all published AI marketing pages for a website with URLs, titles, and publish dates (AIPush)

read-only

Argument	Type	Description
limit	integer	Maximum number of pages to return (default 20, max 100).
offset	integer	Number of pages to skip for pagination (default 0).
website_domain*	string	Domain to list pages for (e.g. "example.com").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "website_domain"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of pages to return (default 20, max 100)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of pages to skip for pagination (default 0)."
    },
    "website_domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Domain to list pages for (e.g. \"example.com\")."
    }
  },
  "additionalProperties": false
}

aipush.website.setup

Register a website for AI marketing. Call with domain + target_url. If DNS is not configured, returns DNS_NOT_VERIFIED with exact CNAME record instructions — relay to user: reference.{domain} → cname.aipush.app. After user creates DNS record, call again. On success: client registered, MIP analysis starts automatically, SSL provisioning begins. Poll website_status until mip_status='ready' and cf_hostname_status='active', then use generate_page. Idempotent (AIPush)

Argument	Type	Description
target_url*	string	Target conversion URL — the single page all generated content will link to (e.g. "https://example.com/book", "https://myhotel.com/reserve"). Must be on the same domain.
website_domain*	string	Domain of the website to register (e.g. "example.com", "myhotel.com"). Must have a CNAME record: reference.{domain} → cname.aipush.app

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "website_domain",
    "target_url"
  ],
  "properties": {
    "target_url": {
      "type": "string",
      "format": "uri",
      "maxLength": 2048,
      "description": "Target conversion URL — the single page all generated content will link to (e.g. \"https://example.com/book\", \"https://myhotel.com/reserve\"). Must be on the same domain."
    },
    "website_domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Domain of the website to register (e.g. \"example.com\", \"myhotel.com\"). Must have a CNAME record: reference.{domain} → cname.aipush.app"
    }
  },
  "additionalProperties": false
}

aipush.website.status

Poll website readiness after setup_website. Returns billing_status, mip_status ('empty'|'pending'|'ready'), cf_hostname_status, cf_ssl_status, pages_total. Gate your workflow: wait for mip_status='ready' AND cf_hostname_status='active' before calling generate_page. Safe to poll repeatedly (AIPush)

read-only

Argument	Type	Description
website_domain*	string	Domain to check status for (e.g. "example.com").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "website_domain"
  ],
  "properties": {
    "website_domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Domain to check status for (e.g. \"example.com\")."
    }
  },
  "additionalProperties": false
}

apibase.discovery.search

Find callable tools by intent, category, or max price — ranked by relevance, then measured quality, then price. Returns pricing, payment rails, live availability, and quality for each match; unavailable tools are excluded unless include_unavailable=true. Free, no charge (APIbase)

read-only

Argument	Type	Description
kind	string	"merchant" returns shops only and requires intent. Default: tools and shops
limit	integer	Max number of results (1-50). Default: 10
intent	string	Free-text description of the task, e.g. "find current hotel prices in Tokyo"
category	string	Filter by category (one of TOOL_DEFINITIONS[].category — see apibase.discover results for valid values)
max_price_usd	number	Only return tools priced at or below this amount (USD)
include_unavailable	boolean	Include tools currently marked unavailable (cannot be called right now). Default: false

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "kind": {
      "enum": [
        "tool",
        "merchant"
      ],
      "type": "string",
      "description": "\"merchant\" returns shops only and requires intent. Default: tools and shops"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Max number of results (1-50). Default: 10"
    },
    "intent": {
      "type": "string",
      "description": "Free-text description of the task, e.g. \"find current hotel prices in Tokyo\""
    },
    "category": {
      "type": "string",
      "description": "Filter by category (one of TOOL_DEFINITIONS[].category — see apibase.discover results for valid values)"
    },
    "max_price_usd": {
      "type": "number",
      "minimum": 0,
      "description": "Only return tools priced at or below this amount (USD)"
    },
    "include_unavailable": {
      "type": "boolean",
      "default": false,
      "description": "Include tools currently marked unavailable (cannot be called right now). Default: false"
    }
  },
  "additionalProperties": false
}

archiveorg.archive.metadata

Get full metadata for an Internet Archive item by identifier — title, creator, description, date, mediatype, subjects, license, collection, and a list of downloadable files with format and size (Internet Archive metadata API)

read-only

Argument	Type	Description
identifier*	string	archive.org item identifier, e.g. "goodytwoshoes00newyiala" (get from archiveorg.search results' identifier field, or the tail of an archive.org/details/{identifier} URL)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "identifier"
  ],
  "properties": {
    "identifier": {
      "type": "string",
      "description": "archive.org item identifier, e.g. \"goodytwoshoes00newyiala\" (get from archiveorg.search results' identifier field, or the tail of an archive.org/details/{identifier} URL)"
    }
  },
  "additionalProperties": false
}

archiveorg.archive.search

Search 40M+ items in the Internet Archive — books, movies, audio, software, images, and archived web pages. Filter by mediatype (texts/movies/audio/software/image/data/web) and creator. Returns identifier, title, creator, date, and description for each match (Internet Archive advancedsearch.php)

read-only

Argument	Type	Description
page	integer	Page number for pagination (default: 1)
rows	integer	Number of results to return (default: 10, max: 50)
query	string	Full-text search query across title, description, and text (e.g. "moon landing 1969"). Omit to browse by mediatype/creator alone
creator	string	Filter by creator/author/uploader name (e.g. "NASA", "mark twain")
mediatype	string	Filter by item type: texts (books/docs), movies, audio, software, image, data, web (archived sites), collection

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default: 1)"
    },
    "rows": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (default: 10, max: 50)"
    },
    "query": {
      "type": "string",
      "description": "Full-text search query across title, description, and text (e.g. \"moon landing 1969\"). Omit to browse by mediatype/creator alone"
    },
    "creator": {
      "type": "string",
      "description": "Filter by creator/author/uploader name (e.g. \"NASA\", \"mark twain\")"
    },
    "mediatype": {
      "enum": [
        "texts",
        "movies",
        "audio",
        "software",
        "image",
        "data",
        "web",
        "collection",
        "account"
      ],
      "type": "string",
      "description": "Filter by item type: texts (books/docs), movies, audio, software, image, data, web (archived sites), collection"
    }
  },
  "additionalProperties": false
}

archiveorg.wayback.check_availability

Check whether a URL has an archived snapshot in the Wayback Machine, optionally closest to a given timestamp. Returns availability, the archived snapshot URL, and its capture timestamp (Internet Archive Wayback Availability API)

read-only

Argument	Type	Description
url*	string	The live URL to check for an archived snapshot in the Wayback Machine (e.g. "example.com" or "https://example.com/page")
timestamp	string	Find the snapshot closest to this timestamp, format YYYYMMDDhhmmss (e.g. "20260101" for Jan 1 2026). Omit for the most recent snapshot

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "The live URL to check for an archived snapshot in the Wayback Machine (e.g. \"example.com\" or \"https://example.com/page\")"
    },
    "timestamp": {
      "type": "string",
      "description": "Find the snapshot closest to this timestamp, format YYYYMMDDhhmmss (e.g. \"20260101\" for Jan 1 2026). Omit for the most recent snapshot"
    }
  },
  "additionalProperties": false
}

aster.exchange.info

Get exchange information and available trading pairs on AsterDEX

read-only

Argument	Type	Description
symbol	string	Trading pair symbol to filter (e.g. BTCUSDT). Omit for all pairs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "symbol": {
      "type": "string",
      "description": "Trading pair symbol to filter (e.g. BTCUSDT). Omit for all pairs."
    }
  },
  "additionalProperties": false
}

aster.markets.klines

Get candlestick (OHLCV) data for a trading pair on AsterDEX

read-only

Argument	Type	Description
limit	integer	Number of candles (default 100)
symbol*	string	Trading pair symbol (e.g. BTCUSDT)
end_time	integer	End time in milliseconds since epoch
interval	string	Candlestick interval (default 1h)
start_time	integer	Start time in milliseconds since epoch

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "symbol"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1500,
      "minimum": 1,
      "description": "Number of candles (default 100)"
    },
    "symbol": {
      "type": "string",
      "description": "Trading pair symbol (e.g. BTCUSDT)"
    },
    "end_time": {
      "type": "integer",
      "description": "End time in milliseconds since epoch"
    },
    "interval": {
      "enum": [
        "1m",
        "3m",
        "5m",
        "15m",
        "30m",
        "1h",
        "2h",
        "4h",
        "6h",
        "8h",
        "12h",
        "1d",
        "3d",
        "1w",
        "1M"
      ],
      "type": "string",
      "description": "Candlestick interval (default 1h)"
    },
    "start_time": {
      "type": "integer",
      "description": "Start time in milliseconds since epoch"
    }
  },
  "additionalProperties": false
}

aster.markets.orderbook

Get order book depth for a trading pair on AsterDEX

read-only

Argument	Type	Description
limit	integer	Depth limit (default 20)
symbol*	string	Trading pair symbol (e.g. BTCUSDT)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "symbol"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 5,
      "description": "Depth limit (default 20)"
    },
    "symbol": {
      "type": "string",
      "description": "Trading pair symbol (e.g. BTCUSDT)"
    }
  },
  "additionalProperties": false
}

aster.markets.ticker

Get 24-hour ticker statistics for trading pairs on AsterDEX

read-only

Argument	Type	Description
symbol	string	Trading pair symbol (e.g. BTCUSDT). Omit for all pairs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "symbol": {
      "type": "string",
      "description": "Trading pair symbol (e.g. BTCUSDT). Omit for all pairs."
    }
  },
  "additionalProperties": false
}

au-data-gov.datasets.detail

Get full metadata for one Australian Government open dataset by id: title, notes, organization, tags, license, and the full resource list (name, format, download URL, size) for that dataset. Data: data.gov.au CKAN Action API, no auth required.

read-only

Argument	Type	Description
id*	string	au-data-gov dataset UUID or URL slug (e.g. from dataset_search results)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "au-data-gov dataset UUID or URL slug (e.g. from dataset_search results)"
    }
  },
  "additionalProperties": false
}

au-data-gov.datasets.search

Search the Australian Government open data catalog (data.gov.au) by free text and/or publishing agency, returning dataset id, title, notes, organization, and modified date. Use au-data-gov.organization_search to find valid agency filter slugs. Data: data.gov.au CKAN Action API, no auth required.

read-only

Argument	Type	Description
rows	integer	Number of datasets to return (1-20, default 10)
query	string	Free-text search across dataset title/description (e.g. "rainfall")
organization	string	Publishing agency slug to filter by (e.g. "aihw") — see au-data-gov.organization_search

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of datasets to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "description": "Free-text search across dataset title/description (e.g. \"rainfall\")"
    },
    "organization": {
      "type": "string",
      "description": "Publishing agency slug to filter by (e.g. \"aihw\") — see au-data-gov.organization_search"
    }
  },
  "additionalProperties": false
}

au-data-gov.reference.organization_search

Look up Australian federal/state/territory agencies and organizations publishing on the open data portal by name, returning id, slug, and title. Use the returned slug as the `organization` filter for au-data-gov.dataset_search. Data: data.gov.au CKAN Action API, no auth required.

read-only

Argument	Type	Description
limit	integer	Max organizations to return (1-50, default 20)
query	string	Free-text search on organization name/title (e.g. "health")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max organizations to return (1-50, default 20)"
    },
    "query": {
      "type": "string",
      "description": "Free-text search on organization name/title (e.g. \"health\")"
    }
  },
  "additionalProperties": false
}

au-data-gov.reference.subject_list

List the Australian Government open data AGIFT subject taxonomy (e.g. "health_and_safety", "nature_and_environment") with the current dataset count per subject, optionally filtered by a substring. Browse-only reference (not usable as a dataset_search filter on this portal). Data: data.gov.au CKAN Action API, no auth required.

read-only

Argument	Type	Description
query	string	Substring filter on subject slug (e.g. "health")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Substring filter on subject slug (e.g. \"health\")"
    }
  },
  "additionalProperties": false
}

audio.transcribe.result

Retrieve the completed transcription text, word count, confidence score, detected language, and speaker labels (if diarization was enabled). Use transcript_id from submit (AssemblyAI)

read-only

Argument	Type	Description
transcript_id*	string	Transcript ID to get the completed transcription text for

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "transcript_id"
  ],
  "properties": {
    "transcript_id": {
      "type": "string",
      "description": "Transcript ID to get the completed transcription text for"
    }
  },
  "additionalProperties": false
}

audio.transcribe.status

Check the status of a transcription job by transcript_id — queued, processing, completed, or error. Returns audio duration when completed (AssemblyAI)

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Argument	Type	Description
transcript_id*	string	Transcript ID returned from transcribe.submit (e.g. "aa8f42b3-e81e-453a-b010-a074ae76403b")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "transcript_id"
  ],
  "properties": {
    "transcript_id": {
      "type": "string",
      "description": "Transcript ID returned from transcribe.submit (e.g. \"aa8f42b3-e81e-453a-b010-a074ae76403b\")"
    }
  },
  "additionalProperties": false
}

audio.transcribe.submit

Submit an audio file URL for speech-to-text transcription. Returns a transcript_id to check status and retrieve results. Supports MP3, WAV, M4A, FLAC, OGG, WebM. 99 languages auto-detected. Optional speaker diarization. Requires duration_seconds (max 4 h); priced per audio minute: max($0.01, ceil(minutes) x $0.005), and the job is cut at the declared duration (AssemblyAI)

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Argument	Type	Description
model	string	Speech model: "universal-2" (default, fast, 99 languages) or "universal-3-pro" (highest accuracy, promptable)
audio_url*	string	Publicly accessible URL of the audio file to transcribe (MP3, WAV, M4A, FLAC, OGG, WebM)
language_code	string	Language code (e.g. "en", "es", "de", "fr", "ja"). Auto-detected if omitted
speaker_labels	boolean	Enable speaker diarization — detect who said what (default false)
duration_seconds*	integer	Audio duration in seconds (required, max 14400 = 4 h). Billed per audio minute: max($0.01, ceil(minutes) x $0.005). The job is cut at this duration upstream, so audio longer than declared is transcribed only up to it

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "duration_seconds",
    "audio_url"
  ],
  "properties": {
    "model": {
      "enum": [
        "universal-2",
        "universal-3-pro"
      ],
      "type": "string",
      "description": "Speech model: \"universal-2\" (default, fast, 99 languages) or \"universal-3-pro\" (highest accuracy, promptable)"
    },
    "audio_url": {
      "type": "string",
      "format": "uri",
      "description": "Publicly accessible URL of the audio file to transcribe (MP3, WAV, M4A, FLAC, OGG, WebM)"
    },
    "language_code": {
      "type": "string",
      "description": "Language code (e.g. \"en\", \"es\", \"de\", \"fr\", \"ja\"). Auto-detected if omitted"
    },
    "speaker_labels": {
      "type": "boolean",
      "description": "Enable speaker diarization — detect who said what (default false)"
    },
    "duration_seconds": {
      "type": "integer",
      "maximum": 14400,
      "minimum": 1,
      "description": "Audio duration in seconds (required, max 14400 = 4 h). Billed per audio minute: max($0.01, ceil(minutes) x $0.005). The job is cut at this duration upstream, so audio longer than declared is transcribed only up to it"
    }
  },
  "additionalProperties": false
}

aviasales.flights.calendar

Get flight price calendar for a route

read-only

Argument	Type	Description
month	string	Month in YYYY-MM format to get calendar prices (e.g. 2026-06)
origin*	string	Departure city or airport IATA code (e.g. MOW, JFK)
currency	string	Currency code for prices (default usd)
destination*	string	Arrival IATA code (e.g. BKK, LON)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "origin",
    "destination"
  ],
  "properties": {
    "month": {
      "type": "string",
      "description": "Month in YYYY-MM format to get calendar prices (e.g. 2026-06)"
    },
    "origin": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Departure city or airport IATA code (e.g. MOW, JFK)"
    },
    "currency": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Currency code for prices (default usd)"
    },
    "destination": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Arrival IATA code (e.g. BKK, LON)"
    }
  },
  "additionalProperties": false
}

aviasales.flights.cheap

Find cheapest flights from an origin

read-only

Argument	Type	Description
origin*	string	Departure city or airport IATA code (e.g. MOW, BER)
currency	string	Currency code for prices (default usd)
destination	string	Arrival IATA code (omit to find cheapest flights to anywhere)
direct_only	boolean	Only return direct (non-stop) flights
departure_month	string	Filter by departure month in YYYY-MM format

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "origin"
  ],
  "properties": {
    "origin": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Departure city or airport IATA code (e.g. MOW, BER)"
    },
    "currency": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Currency code for prices (default usd)"
    },
    "destination": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Arrival IATA code (omit to find cheapest flights to anywhere)"
    },
    "direct_only": {
      "type": "boolean",
      "description": "Only return direct (non-stop) flights"
    },
    "departure_month": {
      "type": "string",
      "description": "Filter by departure month in YYYY-MM format"
    }
  },
  "additionalProperties": false
}

aviasales.flights.nearby

Find nearby flight destinations

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Argument	Type	Description
origin*	string	Departure city IATA code (e.g. MOW)
currency	string	Currency code for prices (default usd)
depart_date	string	Departure date in YYYY-MM-DD format
destination*	string	Target destination IATA code — also searches nearby airports
flexibility	integer	Date flexibility in days (+/- from given dates)
return_date	string	Return date in YYYY-MM-DD format

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "origin",
    "destination"
  ],
  "properties": {
    "origin": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Departure city IATA code (e.g. MOW)"
    },
    "currency": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Currency code for prices (default usd)"
    },
    "depart_date": {
      "type": "string",
      "description": "Departure date in YYYY-MM-DD format"
    },
    "destination": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Target destination IATA code — also searches nearby airports"
    },
    "flexibility": {
      "type": "integer",
      "maximum": 7,
      "minimum": 0,
      "description": "Date flexibility in days (+/- from given dates)"
    },
    "return_date": {
      "type": "string",
      "description": "Return date in YYYY-MM-DD format"
    }
  },
  "additionalProperties": false
}

aviasales.flights.popular

Get popular flight routes from an origin

read-only

Argument	Type	Description
origin*	string	Departure city IATA code (e.g. MOW, NYC, LON)
currency	string	Currency code for prices (default usd)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "origin"
  ],
  "properties": {
    "origin": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Departure city IATA code (e.g. MOW, NYC, LON)"
    },
    "currency": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Currency code for prices (default usd)"
    }
  },
  "additionalProperties": false
}

aviasales.flights.search

Search for flights between airports

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Argument	Type	Description
limit	integer	Max number of results to return (default 10)
origin*	string	Departure city or airport IATA code (e.g. MOW, JFK, BKK)
currency	string	Currency code for prices (default usd)
destination	string	Arrival IATA code (omit to search all destinations)
direct_only	boolean	Only show non-stop flights (default false)
departure_date	string	Departure date in YYYY-MM-DD format (filters results to this date and later)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "origin"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Max number of results to return (default 10)"
    },
    "origin": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Departure city or airport IATA code (e.g. MOW, JFK, BKK)"
    },
    "currency": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Currency code for prices (default usd)"
    },
    "destination": {
      "type": "string",
      "maxLength": 4,
      "minLength": 2,
      "description": "Arrival IATA code (omit to search all destinations)"
    },
    "direct_only": {
      "type": "boolean",
      "description": "Only show non-stop flights (default false)"
    },
    "departure_date": {
      "type": "string",
      "description": "Departure date in YYYY-MM-DD format (filters results to this date and later)"
    }
  },
  "additionalProperties": false
}

aviasales.reference.airport

Look up airport by name or code

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Argument	Type	Description
query*	string	Airport name, city name, or IATA code to search for (e.g. Bangkok, JFK, Heathrow)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Airport name, city name, or IATA code to search for (e.g. Bangkok, JFK, Heathrow)"
    }
  },
  "additionalProperties": false
}

aviation.metar.current

Current METAR (METeorological Aerodrome Report) for one or more airports — official aviation weather observations (wind, visibility, sky condition, temperature, dewpoint, altimeter, remarks). Updates every 1 hour, more often when conditions change rapidly.

read-only

Argument	Type	Description
hours	integer	Hours of history to return (default 2, max 72)
icao_codes*	string	Comma-separated ICAO airport codes (uppercase, 4 letters each, e.g. 'KJFK,KLAX,EGLL,RJTT'). Max 20 per call. Examples: KJFK (New York JFK), EGLL (London Heathrow), RJTT (Tokyo Haneda).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao_codes"
  ],
  "properties": {
    "hours": {
      "type": "integer",
      "default": 2,
      "maximum": 72,
      "minimum": 1,
      "description": "Hours of history to return (default 2, max 72)"
    },
    "icao_codes": {
      "type": "string",
      "description": "Comma-separated ICAO airport codes (uppercase, 4 letters each, e.g. 'KJFK,KLAX,EGLL,RJTT'). Max 20 per call. Examples: KJFK (New York JFK), EGLL (London Heathrow), RJTT (Tokyo Haneda)."
    }
  },
  "additionalProperties": false
}

aviation.sigmet.alerts

Active SIGMET (SIGnificant METeorological information) and AIRMET reports — flight safety hazards including thunderstorms, turbulence, icing, volcanic ash, dust storms, mountain obscuration. Used by pilots and dispatchers for go/no-go decisions.

read-only

Argument	Type	Description
_unused	string	Reserved for future hazard-type filtering

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "_unused": {
      "type": "string",
      "description": "Reserved for future hazard-type filtering"
    }
  },
  "additionalProperties": false
}

aviation.taf.forecast

TAF (Terminal Aerodrome Forecast) for an airport — aviation forecast valid for next 24-30 hours with wind, visibility, weather phenomena, and sky conditions in 6-hour windows. Updates 4× daily.

read-only

Argument	Type	Description
icao_codes*	string	Comma-separated ICAO airport codes. Max 20 per call. Examples: KJFK (New York JFK), EGLL (London Heathrow), OMDB (Dubai International), YSSY (Sydney Kingsford Smith).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao_codes"
  ],
  "properties": {
    "icao_codes": {
      "type": "string",
      "description": "Comma-separated ICAO airport codes. Max 20 per call. Examples: KJFK (New York JFK), EGLL (London Heathrow), OMDB (Dubai International), YSSY (Sydney Kingsford Smith)."
    }
  },
  "additionalProperties": false
}

aviationweather.forecast.taf

Retrieve the Terminal Aerodrome Forecast (TAF) for one or more ICAO airport stations. A TAF covers a 24–30 hour window and includes time-bracketed forecast periods with expected wind, visibility, weather phenomena (rain, fog, snow), and cloud layers. Returns decoded period-by-period breakdown plus the raw TAF bulletin string. Issued every 6 hours from major airports. Source: NOAA Aviation Weather Center — US Government public domain, no auth required.

read-only

Argument	Type	Description
ids*	string	Comma-separated ICAO airport codes to retrieve Terminal Aerodrome Forecasts for (e.g. "KJFK", "KJFK,KLAX"). Most major airports publish a TAF valid 24–30 hours ahead.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ids"
  ],
  "properties": {
    "ids": {
      "type": "string",
      "description": "Comma-separated ICAO airport codes to retrieve Terminal Aerodrome Forecasts for (e.g. \"KJFK\", \"KJFK,KLAX\"). Most major airports publish a TAF valid 24–30 hours ahead."
    }
  },
  "additionalProperties": false
}

aviationweather.observation.metar

Fetch the latest METAR (Meteorological Aerodrome Report) for one or more ICAO airport stations. Returns decoded fields: temperature, dewpoint, wind direction and speed, visibility, altimeter setting, sea-level pressure, sky cover, cloud layers, present weather, and flight category (VFR/MVFR/IFR/LIFR). Also includes the raw METAR string. Data updated every 20–60 minutes. Source: NOAA Aviation Weather Center — US Government public domain, no auth required.

read-only

Argument	Type	Description
ids*	string	Comma-separated ICAO airport codes to retrieve METAR for (e.g. "KJFK", "KJFK,KLAX,EGLL"). Maximum ~10 stations per call.
hours_back	integer	How many hours back to look for the most recent METAR observation (1–24, default 1). Use 3–6 if a station may not have reported in the last hour.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ids"
  ],
  "properties": {
    "ids": {
      "type": "string",
      "description": "Comma-separated ICAO airport codes to retrieve METAR for (e.g. \"KJFK\", \"KJFK,KLAX,EGLL\"). Maximum ~10 stations per call."
    },
    "hours_back": {
      "type": "integer",
      "maximum": 24,
      "minimum": 1,
      "description": "How many hours back to look for the most recent METAR observation (1–24, default 1). Use 3–6 if a station may not have reported in the last hour."
    }
  },
  "additionalProperties": false
}

aviationweather.observation.pirep

Retrieve Pilot Reports (PIREPs) near a given ICAO station within a configurable radius and time window. PIREPs are real-time in-flight observations filed by pilots capturing actual icing severity, turbulence intensity, visibility, cloud bases and tops, and conditions at flight level. Returns decoded fields: flight level, icing and turbulence extents, and raw PIREP text. Useful for pre-flight planning, route analysis, and verifying forecast accuracy. Source: NOAA Aviation Weather Center — US Government public domain, no auth required.

read-only

Argument	Type	Description
id*	string	ICAO station identifier to use as the geographic center of the search (e.g. "KJFK", "KORD"). Pilot reports within `distance` nautical miles of this station and within the last `age` hours are returned.
age	integer	How many hours back to search for pilot reports (1–24, default 2).
distance	integer	Search radius in nautical miles around the station (10–200, default 100). 100 nm covers the typical terminal area plus en-route corridor.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "ICAO station identifier to use as the geographic center of the search (e.g. \"KJFK\", \"KORD\"). Pilot reports within `distance` nautical miles of this station and within the last `age` hours are returned."
    },
    "age": {
      "type": "integer",
      "maximum": 24,
      "minimum": 1,
      "description": "How many hours back to search for pilot reports (1–24, default 2)."
    },
    "distance": {
      "type": "integer",
      "maximum": 200,
      "minimum": 10,
      "description": "Search radius in nautical miles around the station (10–200, default 100). 100 nm covers the typical terminal area plus en-route corridor."
    }
  },
  "additionalProperties": false
}

aviationweather.reference.stations

Look up aviation weather observation stations by ICAO identifier(s), bounding box, or US state. Returns station metadata: ICAO, IATA, FAA, and WMO identifiers; site name; coordinates; elevation; country/state; and observation types supported (METAR, TAF, PIREP). Useful for discovering station identifiers before calling METAR or TAF tools. Provide one of: ids (comma-separated ICAO codes), bbox (minLat,minLon,maxLat,maxLon), or state (2-letter US). Source: NOAA Aviation Weather Center — US Government public domain, no auth required.

read-only

Argument	Type	Description
ids	string	Comma-separated ICAO station identifiers to look up (e.g. "KJFK,KLAX"). Use this OR bbox OR state — not together.
bbox	string	Bounding box in decimal degrees: "minLat,minLon,maxLat,maxLon" (e.g. "25,-125,50,-65" for the contiguous US). Returns all aviation weather stations within the box.
state	string	Two-letter US state abbreviation to filter stations by state (e.g. "TX", "CA"). Returns all aviation weather stations in that state.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "ids": {
      "type": "string",
      "description": "Comma-separated ICAO station identifiers to look up (e.g. \"KJFK,KLAX\"). Use this OR bbox OR state — not together."
    },
    "bbox": {
      "type": "string",
      "description": "Bounding box in decimal degrees: \"minLat,minLon,maxLat,maxLon\" (e.g. \"25,-125,50,-65\" for the contiguous US). Returns all aviation weather stations within the box."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state abbreviation to filter stations by state (e.g. \"TX\", \"CA\"). Returns all aviation weather stations in that state."
    }
  },
  "additionalProperties": false
}

avwx.notams.list

Active NOTAMs (Notice to Airmen) for one or more airports, parsed into structured fields — NOTAM ID, classification (FDC/D/U), type (runway closure, navaid out, airspace restriction, obstacle), effective period, summary text. Critical for flight planning. UNIQUE to AVWX — NOAA and CheckWX do NOT return parsed NOTAMs.

read-only

Argument	Type	Description
distance	integer	Include NOTAMs within this nautical-mile radius (0-100, default 10). Use 0 for airport-specific only.
icao_code*	string	Single ICAO airport code (4-letter uppercase). Examples: KJFK, EGLL, RJTT, OMDB.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao_code"
  ],
  "properties": {
    "distance": {
      "type": "integer",
      "maximum": 100,
      "minimum": 0,
      "description": "Include NOTAMs within this nautical-mile radius (0-100, default 10). Use 0 for airport-specific only."
    },
    "icao_code": {
      "type": "string",
      "description": "Single ICAO airport code (4-letter uppercase). Examples: KJFK, EGLL, RJTT, OMDB."
    }
  },
  "additionalProperties": false
}

avwx.pireps.list

Pilot Reports (PIREPs) near an airport, parsed — aircraft type, altitude, time, location, sky condition observed, turbulence, icing, weather. Source: pilots reporting in-flight conditions. Useful for hazard awareness.

read-only

Argument	Type	Description
icao_code*	string	Single ICAO airport code (4-letter uppercase). Examples: KJFK, EGLL, KSFO.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao_code"
  ],
  "properties": {
    "icao_code": {
      "type": "string",
      "description": "Single ICAO airport code (4-letter uppercase). Examples: KJFK, EGLL, KSFO."
    }
  },
  "additionalProperties": false
}

avwx.stations.summary

Composite report for one airport — latest parsed METAR + TAF + station info (name, lat/lon/elev, type) in one call. Cheaper than three separate calls if you need the full picture.

read-only

Argument	Type	Description
icao_code*	string	Single ICAO airport code (4-letter uppercase). Examples: KJFK, EGLL, KSFO.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao_code"
  ],
  "properties": {
    "icao_code": {
      "type": "string",
      "description": "Single ICAO airport code (4-letter uppercase). Examples: KJFK, EGLL, KSFO."
    }
  },
  "additionalProperties": false
}

bank-of-england.money.m4_growth

Monthly 12-month growth rate of UK M4 money supply (monetary financial institutions' sterling M4 liabilities to the private sector), seasonally adjusted, series LPMVQJW. Returns the most recent N months (default 24, max 120). Data: Bank of England Statistical Interactive Database (bankofengland.co.uk/boeapps/database), no auth required, UK Open Government Licence v3.0.

read-only

Argument	Type	Description
last_n	integer	Number of most recent months to return, counting back from the current month (default 24, max 120 = 10 years). This is a monthly series.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 120,
      "minimum": 1,
      "description": "Number of most recent months to return, counting back from the current month (default 24, max 120 = 10 years). This is a monthly series."
    }
  },
  "additionalProperties": false
}

bank-of-england.rates.bank_rate

Daily history of the Bank of England Official Bank Rate (the UK base interest rate set by the Monetary Policy Committee), series IUDBEDR. Returns the most recent N days (default 90, max 1825). Data: Bank of England Statistical Interactive Database (bankofengland.co.uk/boeapps/database), no auth required, UK Open Government Licence v3.0.

read-only

Argument	Type	Description
last_n	integer	Number of most recent calendar days to return, counting back from today (default 90, max 1825 = 5 years). This is a daily series.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 1825,
      "minimum": 1,
      "description": "Number of most recent calendar days to return, counting back from today (default 90, max 1825 = 5 years). This is a daily series."
    }
  },
  "additionalProperties": false
}

bank-of-england.rates.mortgage_2y_fixed

Monthly average quoted UK household interest rate for a 2-year fixed-rate mortgage at 75% loan-to-value, series IUMBV34. Returns the most recent N months (default 24, max 120). Data: Bank of England Statistical Interactive Database (bankofengland.co.uk/boeapps/database), no auth required, UK Open Government Licence v3.0.

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Argument	Type	Description
last_n	integer	Number of most recent months to return, counting back from the current month (default 24, max 120 = 10 years). This is a monthly series.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 120,
      "minimum": 1,
      "description": "Number of most recent months to return, counting back from the current month (default 24, max 120 = 10 years). This is a monthly series."
    }
  },
  "additionalProperties": false
}

bank-of-england.rates.sonia

Daily history of SONIA (Sterling Overnight Index Average), the Bank of England-administered reference rate for unsecured overnight sterling lending, series IUDSOIA. Returns the most recent N days (default 90, max 1825). Data: Bank of England Statistical Interactive Database (bankofengland.co.uk/boeapps/database), no auth required, UK Open Government Licence v3.0.

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Argument	Type	Description
last_n	integer	Number of most recent calendar days to return, counting back from today (default 90, max 1825 = 5 years). This is a daily series.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 1825,
      "minimum": 1,
      "description": "Number of most recent calendar days to return, counting back from today (default 90, max 1825 = 5 years). This is a daily series."
    }
  },
  "additionalProperties": false
}

bankofcanada.data.series

Retrieve observations for any Bank of Canada Valet series by series code(s). Supports one or multiple comma-separated codes (e.g. "FXCADUSD,FXCADEUR" or "V39079"). Browse all available series at https://www.bankofcanada.ca/valet/lists/series/json — over 8,000 series covering FX rates, interest rates, inflation, commodity prices, credit aggregates, and more. Key codes: FXCADUSD (CAD/USD), V39079 (overnight target rate), V80691311 (prime rate), STATIC_TOTALCPICHANGE (total CPI % YoY), CPIW, CPI_MEDIAN, A.BCPI (annual commodity price index). Returns latest values, full series metadata, and history for the requested date range. Source: Bank of Canada, www.bankofcanada.ca — open data, attribution required.

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Argument	Type	Description
recent	integer	Number of most-recent observations to return (default 10). Ignored when start_date or end_date is provided.
end_date	string	End date for historical range in YYYY-MM-DD format (e.g. "2026-06-22").
start_date	string	Start date for historical range in YYYY-MM-DD format (e.g. "2020-01-01").
series_codes*	string	One or more Bank of Canada Valet series codes, comma-separated (e.g. "FXCADUSD", "V39079,V80691311", "STATIC_TOTALCPICHANGE"). Browse available series at https://www.bankofcanada.ca/valet/lists/series/json. Key codes: FXCADUSD (CAD/USD rate), V39079 (overnight target rate), V80691311 (prime rate), STATIC_TOTALCPICHANGE (total CPI % change YoY), CPIW (CPIW % change YoY), CPI_MEDIAN (CPI-median), A.BCPI (annual commodity price index).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "series_codes"
  ],
  "properties": {
    "recent": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Number of most-recent observations to return (default 10). Ignored when start_date or end_date is provided."
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for historical range in YYYY-MM-DD format (e.g. \"2026-06-22\")."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for historical range in YYYY-MM-DD format (e.g. \"2020-01-01\")."
    },
    "series_codes": {
      "type": "string",
      "description": "One or more Bank of Canada Valet series codes, comma-separated (e.g. \"FXCADUSD\", \"V39079,V80691311\", \"STATIC_TOTALCPICHANGE\"). Browse available series at https://www.bankofcanada.ca/valet/lists/series/json. Key codes: FXCADUSD (CAD/USD rate), V39079 (overnight target rate), V80691311 (prime rate), STATIC_TOTALCPICHANGE (total CPI % change YoY), CPIW (CPIW % change YoY), CPI_MEDIAN (CPI-median), A.BCPI (annual commodity price index)."
    }
  },
  "additionalProperties": false
}

bankofcanada.fx.rates

Get Canadian dollar (CAD) exchange rates against major world currencies from the Bank of Canada Valet API. Returns daily average reciprocal rates: 1 CAD expressed in foreign currency units (e.g. FXCADUSD = 0.7061 means 1 CAD = 0.7061 USD). Default currencies: USD, EUR, GBP, JPY, AUD, CHF, MXN, SEK, NOK, HKD. Specify custom ISO 4217 codes via the currencies parameter. Fetch the latest rate (recent=1, default), N most-recent observations, or a date range (start_date + end_date). Data published on each Bank of Canada business day. Source: Bank of Canada, www.bankofcanada.ca — open data, attribution required.

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Argument	Type	Description
recent	integer	Number of most-recent observations to return (default 1 = latest rate only). Ignored when start_date or end_date is provided.
end_date	string	End date for historical range in YYYY-MM-DD format (e.g. "2026-06-22"). Use with start_date to get a specific date range.
currencies	array	ISO 4217 currency codes to fetch CAD rates for (e.g. ["USD","EUR","GBP","JPY"]). Omit to get all 10 default major currencies: USD, EUR, GBP, JPY, AUD, CHF, MXN, SEK, NOK, HKD.
start_date	string	Start date for historical range in YYYY-MM-DD format (e.g. "2026-01-01"). Use with end_date to get a specific date range.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "recent": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Number of most-recent observations to return (default 1 = latest rate only). Ignored when start_date or end_date is provided."
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for historical range in YYYY-MM-DD format (e.g. \"2026-06-22\"). Use with start_date to get a specific date range."
    },
    "currencies": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 3,
        "minLength": 3
      },
      "description": "ISO 4217 currency codes to fetch CAD rates for (e.g. [\"USD\",\"EUR\",\"GBP\",\"JPY\"]). Omit to get all 10 default major currencies: USD, EUR, GBP, JPY, AUD, CHF, MXN, SEK, NOK, HKD."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for historical range in YYYY-MM-DD format (e.g. \"2026-01-01\"). Use with end_date to get a specific date range."
    }
  },
  "additionalProperties": false
}

bankofcanada.rates.inflation

Get Canadian Consumer Price Index (CPI) inflation measures published by the Bank of Canada Valet API. Returns four monthly series as year-over-year percentage changes: total_cpi_yoy_pct (all-items CPI), core_cpi_yoy_pct (CPI excluding food and energy), cpiw_yoy_pct (CPIW — basket-weight-adjusted measure), cpi_median_yoy_pct (median year-over-year CPI change). Default: 12 most-recent monthly observations (one year). Use start_date/end_date for historical ranges. These are the Bank of Canada's key inflation tracking measures, used to assess achievement of the 2% inflation target. Source: Bank of Canada, www.bankofcanada.ca — open data, attribution required.

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Argument	Type	Description
recent	integer	Number of most-recent monthly observations to return (default 12 = one year). CPI data is published monthly by Statistics Canada. Ignored when start_date or end_date is provided.
end_date	string	End date for historical range in YYYY-MM-DD format (e.g. "2026-05-01"). Defaults to the most recent available month.
start_date	string	Start date for historical range in YYYY-MM-DD format (e.g. "2020-01-01"). Monthly data — use the first of the month.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "recent": {
      "type": "integer",
      "maximum": 120,
      "minimum": 1,
      "description": "Number of most-recent monthly observations to return (default 12 = one year). CPI data is published monthly by Statistics Canada. Ignored when start_date or end_date is provided."
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for historical range in YYYY-MM-DD format (e.g. \"2026-05-01\"). Defaults to the most recent available month."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for historical range in YYYY-MM-DD format (e.g. \"2020-01-01\"). Monthly data — use the first of the month."
    }
  },
  "additionalProperties": false
}

bankofcanada.rates.policy

Get Bank of Canada overnight target rate and prime lending rate history from the Valet API. overnight_rate_pct (series V39079): the Bank of Canada target for the overnight rate — its primary monetary policy instrument. prime_rate_pct (series V80691311): the prime lending rate set by financial institutions as a function of the overnight rate. Rate changes occur on scheduled Bank of Canada announcement dates (approximately 8 times per year). Returns the 10 most-recent observations by default; use start_date/end_date for historical ranges going back to 1994. Essential for Canadian mortgage, loan, and bond analysis. Source: Bank of Canada, www.bankofcanada.ca — open data, attribution required.

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Argument	Type	Description
recent	integer	Number of most-recent observations to return (default 10). Rate changes occur on scheduled BoC announcement dates (roughly 8 times per year). Ignored when start_date or end_date is provided.
end_date	string	End date for historical range in YYYY-MM-DD format (e.g. "2026-06-22"). Defaults to the most recent available date.
start_date	string	Start date for historical range in YYYY-MM-DD format (e.g. "2020-01-01"). Overnight rate history goes back to 1994.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "recent": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Number of most-recent observations to return (default 10). Rate changes occur on scheduled BoC announcement dates (roughly 8 times per year). Ignored when start_date or end_date is provided."
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for historical range in YYYY-MM-DD format (e.g. \"2026-06-22\"). Defaults to the most recent available date."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for historical range in YYYY-MM-DD format (e.g. \"2020-01-01\"). Overnight rate history goes back to 1994."
    }
  },
  "additionalProperties": false
}

banxico.fx.fix_rate

Get the official Banco de México FIX USD/MXN exchange rate (serie SF43718). The FIX rate is published by Banxico daily and is used for settling obligations denominated in foreign currency in Mexico. Returns the latest observation or a historical date range (YYYY-MM-DD). Source: Banco de México SIE, official government data, free API.

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Argument	Type	Description
end_date	string	End date for historical range in YYYY-MM-DD format (e.g. 2026-06-30). Required when start_date is provided.
start_date	string	Start date for historical range in YYYY-MM-DD format (e.g. 2026-01-01). Omit for latest observation only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for historical range in YYYY-MM-DD format (e.g. 2026-06-30). Required when start_date is provided."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for historical range in YYYY-MM-DD format (e.g. 2026-01-01). Omit for latest observation only."
    }
  },
  "additionalProperties": false
}

banxico.fx.rates

Get current Banco de México reference exchange rates for USD, EUR, CAD, and GBP against the Mexican Peso (MXN) in a single call. Returns the latest published value for each currency with its date and series label. Useful for multi-currency MXN conversion and FX monitoring. Source: Banco de México SIE series SF43718 (USD), SF46410 (EUR), SF60632 (CAD), SF60633 (GBP).

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Argument	Type	Description
locale	string	Reserved for future locale support. Leave empty — response is always in English.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Reserved for future locale support. Leave empty — response is always in English."
    }
  },
  "additionalProperties": false
}

banxico.inflation.cpi

Get the Mexico INPC (Índice Nacional de Precios al Consumidor) consumer price index (serie SP1, base Jul 2018 = 100). The INPC is the official inflation indicator produced by INEGI and published by Banxico. Returns the latest monthly index value or a historical range. Use this to track Mexican inflation trends or deflate peso-denominated series. Source: Banco de México SIE, official government data.

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Argument	Type	Description
end_date	string	End date for historical range in YYYY-MM-DD format (e.g. 2026-06-30). Required when start_date is provided.
start_date	string	Start date for historical range in YYYY-MM-DD format (e.g. 2026-01-01). Omit for latest observation only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for historical range in YYYY-MM-DD format (e.g. 2026-06-30). Required when start_date is provided."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for historical range in YYYY-MM-DD format (e.g. 2026-01-01). Omit for latest observation only."
    }
  },
  "additionalProperties": false
}

banxico.rates.target

Get the Banco de México monetary policy overnight target interest rate (Tasa objetivo, serie SF61745). This is the key policy rate set by the Junta de Gobierno (JOGI) that anchors short-term peso borrowing costs. Returns the latest rate or a historical date range. Rate expressed in percent per annum. Source: Banco de México SIE, official government data.

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Argument	Type	Description
end_date	string	End date for historical range in YYYY-MM-DD format (e.g. 2026-06-30). Required when start_date is provided.
start_date	string	Start date for historical range in YYYY-MM-DD format (e.g. 2026-01-01). Omit for latest observation only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for historical range in YYYY-MM-DD format (e.g. 2026-06-30). Required when start_date is provided."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for historical range in YYYY-MM-DD format (e.g. 2026-01-01). Omit for latest observation only."
    }
  },
  "additionalProperties": false
}

banxico.rates.tiie

Get the TIIE (Tasa de Interés Interbancaria de Equilibrio) 28-day interbank offered rate (serie SF43783). TIIE is the primary benchmark for Mexican peso-denominated credit products including mortgages, business loans, and consumer lending. Returns the latest rate or a historical date range. Rate expressed in percent per annum. Source: Banco de México SIE.

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Argument	Type	Description
end_date	string	End date for historical range in YYYY-MM-DD format (e.g. 2026-06-30). Required when start_date is provided.
start_date	string	Start date for historical range in YYYY-MM-DD format (e.g. 2026-01-01). Omit for latest observation only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for historical range in YYYY-MM-DD format (e.g. 2026-06-30). Required when start_date is provided."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for historical range in YYYY-MM-DD format (e.g. 2026-01-01). Omit for latest observation only."
    }
  },
  "additionalProperties": false
}

bea.industry.value_added

Retrieve value added by NAICS industry sector from the BEA GDP by Industry dataset (Table 1, billions of dollars). Shows how much each industry contributes to total US GDP. Covers all major NAICS sectors: agriculture, mining, utilities, construction, manufacturing, wholesale/retail, information, finance, real estate, healthcare, and government. Annual or quarterly frequency. Use for industry-level economic analysis and sector benchmarking.

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Argument	Type	Description
year	string	Year(s) to retrieve. Single year (e.g. "2023"), comma-separated list ("2021,2022,2023"), "LAST5" for latest 5 years, "LAST10" for latest 10, or "X"/"ALL" for all years. Defaults to LAST5.
industry	string	Industry NAICS code(s) to retrieve. "ALL" (default) returns all industries. Common codes: "11"=Agriculture, "21"=Mining, "22"=Utilities, "23"=Construction, "31-33"=Manufacturing, "42"=Wholesale, "44-45"=Retail, "51"=Information, "52"=Finance, "53"=Real estate, "54"=Professional services, "62"=Health care, "92"=Government. Comma-separate multiple codes (e.g. "11,21,22").
frequency	string	Data frequency: A=Annual (default), Q=Quarterly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "string",
      "description": "Year(s) to retrieve. Single year (e.g. \"2023\"), comma-separated list (\"2021,2022,2023\"), \"LAST5\" for latest 5 years, \"LAST10\" for latest 10, or \"X\"/\"ALL\" for all years. Defaults to LAST5."
    },
    "industry": {
      "type": "string",
      "description": "Industry NAICS code(s) to retrieve. \"ALL\" (default) returns all industries. Common codes: \"11\"=Agriculture, \"21\"=Mining, \"22\"=Utilities, \"23\"=Construction, \"31-33\"=Manufacturing, \"42\"=Wholesale, \"44-45\"=Retail, \"51\"=Information, \"52\"=Finance, \"53\"=Real estate, \"54\"=Professional services, \"62\"=Health care, \"92\"=Government. Comma-separate multiple codes (e.g. \"11,21,22\")."
    },
    "frequency": {
      "enum": [
        "A",
        "Q"
      ],
      "type": "string",
      "description": "Data frequency: A=Annual (default), Q=Quarterly."
    }
  },
  "additionalProperties": false
}

bea.international.trade_balance

Retrieve US international trade balance data from the BEA International Transactions Accounts (ITA) dataset. Covers balance on goods and services, current account balance, goods imports/exports, services imports/exports, and 800+ additional ITA indicators. Filter by country (China, Canada, Mexico, EU, etc.) or use AllCountries for world totals. Values in millions of USD. Annual or quarterly frequency. Official BEA government data.

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Argument	Type	Description
year	string	Year(s) to retrieve. Single year (e.g. "2023"), comma-separated list ("2021,2022,2023"), "LAST5" for latest 5 years, "LAST10" for latest 10, or "X"/"ALL" for all years. Defaults to LAST5.
frequency	string	Data frequency: A=Annual (default), Q=Quarterly.
indicator	string	BEA ITA indicator code. Common values: "BalGdsServ" (balance on goods and services, default), "BalGds" (goods only), "BalServ" (services only), "BalCurrAcct" (current account balance), "ExpGds" (goods exports), "ImpGds" (goods imports). See BEA ITA documentation for all 889 available indicators.
area_or_country	string	Country or area filter. "AllCountries" (default) for world totals, or a specific country name such as "China", "Canada", "Mexico", "Germany", "Japan". Use "AreaAll" for regional groupings.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "string",
      "description": "Year(s) to retrieve. Single year (e.g. \"2023\"), comma-separated list (\"2021,2022,2023\"), \"LAST5\" for latest 5 years, \"LAST10\" for latest 10, or \"X\"/\"ALL\" for all years. Defaults to LAST5."
    },
    "frequency": {
      "enum": [
        "A",
        "Q"
      ],
      "type": "string",
      "description": "Data frequency: A=Annual (default), Q=Quarterly."
    },
    "indicator": {
      "type": "string",
      "description": "BEA ITA indicator code. Common values: \"BalGdsServ\" (balance on goods and services, default), \"BalGds\" (goods only), \"BalServ\" (services only), \"BalCurrAcct\" (current account balance), \"ExpGds\" (goods exports), \"ImpGds\" (goods imports). See BEA ITA documentation for all 889 available indicators."
    },
    "area_or_country": {
      "type": "string",
      "description": "Country or area filter. \"AllCountries\" (default) for world totals, or a specific country name such as \"China\", \"Canada\", \"Mexico\", \"Germany\", \"Japan\". Use \"AreaAll\" for regional groupings."
    }
  },
  "additionalProperties": false
}

bea.national.gdp

Retrieve US Real GDP growth rates from BEA NIPA Table T10101 (Fisher Quantity Index, percent change at annual rate). Returns quarterly or annual percent-change series for total GDP, personal consumption expenditures, gross private investment, exports, imports, and government spending. Official US national accounts data from the Bureau of Economic Analysis. Use for macro analysis, economic forecasting, and recession detection.

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Argument	Type	Description
year	string	Year(s) to retrieve. Single year (e.g. "2023"), comma-separated list ("2021,2022,2023"), "LAST5" for latest 5 years, "LAST10" for latest 10, or "X"/"ALL" for all years. Defaults to LAST5.
frequency	string	Data frequency: A=Annual, Q=Quarterly, M=Monthly. Multiple values comma-separated (e.g. "A,Q"). Defaults to A.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "string",
      "description": "Year(s) to retrieve. Single year (e.g. \"2023\"), comma-separated list (\"2021,2022,2023\"), \"LAST5\" for latest 5 years, \"LAST10\" for latest 10, or \"X\"/\"ALL\" for all years. Defaults to LAST5."
    },
    "frequency": {
      "enum": [
        "A",
        "Q",
        "M",
        "A,Q",
        "A,Q,M"
      ],
      "type": "string",
      "description": "Data frequency: A=Annual, Q=Quarterly, M=Monthly. Multiple values comma-separated (e.g. \"A,Q\"). Defaults to A."
    }
  },
  "additionalProperties": false
}

bea.national.personal_income

Retrieve US Personal Income and Outlays from BEA NIPA Table T20100 (millions of dollars). Covers total personal income, compensation of employees, proprietors income, rental income, personal interest income, dividends, personal taxes, disposable personal income, and personal savings. Annual or quarterly frequency, covering all years since 1929. Essential for consumer spending analysis and household financial health tracking.

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Argument	Type	Description
year	string	Year(s) to retrieve. Single year (e.g. "2023"), comma-separated list ("2021,2022,2023"), "LAST5" for latest 5 years, "LAST10" for latest 10, or "X"/"ALL" for all years. Defaults to LAST5.
frequency	string	Data frequency: A=Annual, Q=Quarterly, M=Monthly. Multiple values comma-separated (e.g. "A,Q"). Defaults to A.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "string",
      "description": "Year(s) to retrieve. Single year (e.g. \"2023\"), comma-separated list (\"2021,2022,2023\"), \"LAST5\" for latest 5 years, \"LAST10\" for latest 10, or \"X\"/\"ALL\" for all years. Defaults to LAST5."
    },
    "frequency": {
      "enum": [
        "A",
        "Q",
        "M",
        "A,Q",
        "A,Q,M"
      ],
      "type": "string",
      "description": "Data frequency: A=Annual, Q=Quarterly, M=Monthly. Multiple values comma-separated (e.g. \"A,Q\"). Defaults to A."
    }
  },
  "additionalProperties": false
}

bea.regional.state_gdp

Retrieve real GDP by US state from the BEA Regional Economic Accounts (CAGDP2 table). Returns GDP in thousands of dollars for all 50 states + DC + US total by year and industry component (agriculture, mining, manufacturing, finance, real estate, government, etc.). Use for state-level economic analysis, regional comparisons, and industry cluster research. GeoFips parameter supports individual state FIPS codes, all states, MSAs, or counties.

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Argument	Type	Description
year	string	Year(s) to retrieve. Single year (e.g. "2023"), comma-separated list ("2021,2022,2023"), "LAST5" for latest 5 years, "LAST10" for latest 10, or "X"/"ALL" for all years. Defaults to LAST5.
geo_fips	string	Geographic FIPS code(s) to retrieve. "STATE" (default) returns all 50 US states + DC, "COUNTY" for all counties, "MSA" for metro areas, or a specific 5-digit FIPS code (e.g. "06000" for California, "36000" for New York). Comma-separate multiple codes (e.g. "06000,36000,48000").
line_code	integer	CAGDP2 line code for the GDP component. 1=All industry total (default), 2=Private industries, 3=Agriculture/forestry/fishing, 6=Mining, 10=Utilities, 11=Construction, 34=Manufacturing, 50=Wholesale trade, 55=Retail trade, 60=Transportation, 75=Information, 82=Finance/insurance, 100=Real estate, 300=Government.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "string",
      "description": "Year(s) to retrieve. Single year (e.g. \"2023\"), comma-separated list (\"2021,2022,2023\"), \"LAST5\" for latest 5 years, \"LAST10\" for latest 10, or \"X\"/\"ALL\" for all years. Defaults to LAST5."
    },
    "geo_fips": {
      "type": "string",
      "description": "Geographic FIPS code(s) to retrieve. \"STATE\" (default) returns all 50 US states + DC, \"COUNTY\" for all counties, \"MSA\" for metro areas, or a specific 5-digit FIPS code (e.g. \"06000\" for California, \"36000\" for New York). Comma-separate multiple codes (e.g. \"06000,36000,48000\")."
    },
    "line_code": {
      "type": "integer",
      "description": "CAGDP2 line code for the GDP component. 1=All industry total (default), 2=Private industries, 3=Agriculture/forestry/fishing, 6=Mining, 10=Utilities, 11=Construction, 34=Manufacturing, 50=Wholesale trade, 55=Retail trade, 60=Transportation, 75=Information, 82=Finance/insurance, 100=Real estate, 300=Government."
    }
  },
  "additionalProperties": false
}

bgs-ogcapi.geology.bedrock

Look up bedrock geology (lithology, rock unit name, and geological age range) near a point in Great Britain, from the BGS 1:625,000 generalised digital geological map. Returns each matching bedrock unit's lexicon name, rock composition, and time period (e.g. Eocene, Cretaceous). Data: British Geological Survey (ogcapi.bgs.ac.uk), Open Government Licence, no auth required.

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Argument	Type	Description
lat	number	Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Great Britain coverage.
lng	number	Decimal degree longitude (WGS84) — must be supplied together with lat.
limit	integer	Maximum bedrock geology units to return (default 20, max 50)
radius_km	number	Search radius in kilometres around lat/lng (default 5, max 50)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Great Britain coverage."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84) — must be supplied together with lat."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum bedrock geology units to return (default 20, max 50)"
    },
    "radius_km": {
      "type": "number",
      "maximum": 50,
      "minimum": 0.5,
      "description": "Search radius in kilometres around lat/lng (default 5, max 50)"
    }
  },
  "additionalProperties": false
}

bgs-ogcapi.geology.borehole_search

Search the Single Onshore Borehole Index (SOBI) — over 1 million UK borehole, shaft, and well site-investigation records — near a point. Returns reference number, site name, grid reference, depth, and a scan URL where available. Data: British Geological Survey (ogcapi.bgs.ac.uk), Open Government Licence, no auth required.

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Argument	Type	Description
lat	number	Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Great Britain coverage.
lng	number	Decimal degree longitude (WGS84) — must be supplied together with lat.
limit	integer	Maximum borehole records to return (default 20, max 100)
radius_km	number	Search radius in kilometres around lat/lng (default 5, max 50)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Great Britain coverage."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84) — must be supplied together with lat."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum borehole records to return (default 20, max 100)"
    },
    "radius_km": {
      "type": "number",
      "maximum": 50,
      "minimum": 0.5,
      "description": "Search radius in kilometres around lat/lng (default 5, max 50)"
    }
  },
  "additionalProperties": false
}

bgs-ogcapi.hazards.earthquake_search

Search UK earthquakes by area (lat/lng + radius), year, and minimum magnitude. Set period to "modern" (default, instrument-recorded since 1970) or "historical" (pre-1970 UK Historical Earthquakes catalogue). Returns event date/time, depth, local magnitude (ML), and intensity. Data: British Geological Survey (ogcapi.bgs.ac.uk), Open Government Licence, no auth required.

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Argument	Type	Description
lat	number	Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Great Britain coverage.
lng	number	Decimal degree longitude (WGS84) — must be supplied together with lat.
year	string	Filter to a single 4-digit year, e.g. "2020"
limit	integer	Maximum earthquakes to return (default 20, max 100)
period	string	"modern" = instrument-recorded earthquakes since 1970 (default), "historical" = UK earthquakes before 1970
radius_km	number	Search radius in kilometres around lat/lng (default 50, max 500)
min_magnitude	number	Minimum local magnitude (ML) to include

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Great Britain coverage."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84) — must be supplied together with lat."
    },
    "year": {
      "type": "string",
      "pattern": "^\\d{4}$",
      "description": "Filter to a single 4-digit year, e.g. \"2020\""
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum earthquakes to return (default 20, max 100)"
    },
    "period": {
      "enum": [
        "modern",
        "historical"
      ],
      "type": "string",
      "description": "\"modern\" = instrument-recorded earthquakes since 1970 (default), \"historical\" = UK earthquakes before 1970"
    },
    "radius_km": {
      "type": "number",
      "maximum": 500,
      "minimum": 0.5,
      "description": "Search radius in kilometres around lat/lng (default 50, max 500)"
    },
    "min_magnitude": {
      "type": "number",
      "description": "Minimum local magnitude (ML) to include"
    }
  },
  "additionalProperties": false
}

bgs-ogcapi.hazards.landslide_search

Search the National Landslide Database for recorded UK landslide events near a point. Returns landslide name, locality details, and known-date range where recorded. Data: British Geological Survey (ogcapi.bgs.ac.uk), Open Government Licence, no auth required.

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Argument	Type	Description
lat	number	Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Great Britain coverage.
lng	number	Decimal degree longitude (WGS84) — must be supplied together with lat.
limit	integer	Maximum landslide records to return (default 20, max 100)
radius_km	number	Search radius in kilometres around lat/lng (default 20, max 200)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Great Britain coverage."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84) — must be supplied together with lat."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum landslide records to return (default 20, max 100)"
    },
    "radius_km": {
      "type": "number",
      "maximum": 200,
      "minimum": 0.5,
      "description": "Search radius in kilometres around lat/lng (default 20, max 200)"
    }
  },
  "additionalProperties": false
}

bhl.literature.by_subject

Browse the Biodiversity Heritage Library subject index to discover subject tags related to a natural-history discipline or concept (e.g. "ornithology", "botany", "entomology", "paleontology"). Returns a list of matching subject strings used to classify BHL holdings. Use the returned subjects as precise search terms in bhl.literature.search to retrieve publications filed under that subject heading.

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Argument	Type	Description
subject*	string	Subject keyword used in BHL classification (e.g. "ornithology", "botany", "entomology")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "subject"
  ],
  "properties": {
    "subject": {
      "type": "string",
      "minLength": 1,
      "description": "Subject keyword used in BHL classification (e.g. \"ornithology\", \"botany\", \"entomology\")"
    }
  },
  "additionalProperties": false
}

bhl.literature.fulltext

Search within the digitized full text of Biodiversity Heritage Library publications for a specific term or phrase. Unlike the catalog search, full-text search scans the OCR-transcribed content of scanned pages, making it possible to find publications that mention a specific organism, location, concept, or measurement even when the keyword does not appear in title or subject metadata. Returns matching publications with title, authors, publisher, date, and direct BHL URLs. Use bhl.literature.search for faster metadata-only catalog queries.

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Argument	Type	Description
page	integer	Page number for pagination (default 1)
limit	integer	Number of results per page (1–50, default 10)
query*	string	Term or phrase to search within the digitized full text of BHL publications (e.g. "symbiosis nitrogen fixation")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results per page (1–50, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Term or phrase to search within the digitized full text of BHL publications (e.g. \"symbiosis nitrogen fixation\")"
    }
  },
  "additionalProperties": false
}

bhl.literature.search

Search the Biodiversity Heritage Library catalog by keyword across title, author, subject, and publisher fields. BHL is the world's largest open-access library of biodiversity literature — 60M+ pages of digitized natural-history books, journals, and manuscripts from 1469 to the present, all public domain. Returns item and title IDs, full title, authors, publisher, publication date, genre, and direct URLs to the digitized item and bibliography page. Use bhl.literature.fulltext to search within the scanned text of publications.

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Argument	Type	Description
page	integer	Page number for pagination (default 1)
limit	integer	Number of results per page (1–50, default 10)
query*	string	Keyword to search for — matches title, author, subject, and publisher fields (e.g. "Darwin birds Galapagos")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results per page (1–50, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Keyword to search for — matches title, author, subject, and publisher fields (e.g. \"Darwin birds Galapagos\")"
    }
  },
  "additionalProperties": false
}

bhl.taxonomy.name_search

Search the Biodiversity Heritage Library for confirmed scientific (Latin) names matching a given taxonomic query. Useful for discovering historical name variants, author citations, and subspecies/variety designations for a taxon as recorded in classic natural-history literature. Returns a list of confirmed name strings in the form "Genus species Author, Year". Use bhl.literature.search with the confirmed name to find publications containing it.

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Argument	Type	Description
name*	string	Scientific name to look up in BHL — full or partial Latin binomial (e.g. "Quercus robur", "Homo sapiens")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Scientific name to look up in BHL — full or partial Latin binomial (e.g. \"Quercus robur\", \"Homo sapiens\")"
    }
  },
  "additionalProperties": false
}

bible.catalog.books

List the books in a specific Bible translation (e.g. KJV → 66 books). Returns book IDs and chapter counts needed for bible.passage. Free Use Bible API

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Argument	Type	Description
translation*	string	Bible translation ID (e.g. "KJV", "ASV", "WEB", "BSB"). Use bible.translations to discover IDs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "translation"
  ],
  "properties": {
    "translation": {
      "type": "string",
      "minLength": 1,
      "description": "Bible translation ID (e.g. \"KJV\", \"ASV\", \"WEB\", \"BSB\"). Use bible.translations to discover IDs."
    }
  },
  "additionalProperties": false
}

bible.catalog.commentaries

List available scholarly Bible commentaries (Matthew Henry, JFB, Gill, etc.). Each entry includes commentary ID, name, and language. Free Use Bible API

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Argument	Type	Description
limit	integer	Max commentaries to return (default 50, max 100).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max commentaries to return (default 50, max 100)."
    }
  },
  "additionalProperties": false
}

bible.catalog.translations

List 1000+ public-domain Bible translations across 429+ languages. Filter by ISO 639-3 language code or English name. Returns translation IDs needed for bible.passage. MIT-licensed open data (Free Use Bible API)

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Argument	Type	Description
limit	integer	Max translations to return (default 50, max 200).
language	string	Optional ISO 639-3 language code (e.g. "eng", "spa", "fra") or English language name substring (e.g. "Spanish") to filter the 1000+ translations.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Max translations to return (default 50, max 200)."
    },
    "language": {
      "type": "string",
      "description": "Optional ISO 639-3 language code (e.g. \"eng\", \"spa\", \"fra\") or English language name substring (e.g. \"Spanish\") to filter the 1000+ translations."
    }
  },
  "additionalProperties": false
}

bible.text.passage

Fetch the verse-by-verse text of a Bible chapter for a given translation and book (e.g. KJV / John / 3). Returns array of {number, text}. Free Use Bible API

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Argument	Type	Description
book*	string	Book ID — typically a 3-letter code (e.g. "GEN", "JHN", "PSA") or full name. Use bible.books to discover.
chapter*	integer	Chapter number (1-based, e.g. 3 for John 3).
translation*	string	Bible translation ID (e.g. "KJV", "ASV", "WEB", "BSB").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "translation",
    "book",
    "chapter"
  ],
  "properties": {
    "book": {
      "type": "string",
      "minLength": 1,
      "description": "Book ID — typically a 3-letter code (e.g. \"GEN\", \"JHN\", \"PSA\") or full name. Use bible.books to discover."
    },
    "chapter": {
      "type": "integer",
      "minimum": 1,
      "description": "Chapter number (1-based, e.g. 3 for John 3)."
    },
    "translation": {
      "type": "string",
      "minLength": 1,
      "description": "Bible translation ID (e.g. \"KJV\", \"ASV\", \"WEB\", \"BSB\")."
    }
  },
  "additionalProperties": false
}

biomodels.model.detail

Get full metadata for a specific BioModels mathematical model by accession ID (e.g. "BIOMD0000000001" for the Edelstein 1996 nicotinic acetylcholine receptor model). Returns model name, curation status, modelling approach (ODE, logical, stochastic), SBML format and version, description of the biological system, linked peer-reviewed publication (PubMed ID, journal, year, authors), contributor roles (curator, submitter, encoder), and model-level ontology annotations (GO terms, disease terms, taxonomy, pathway cross-references). Use biomodels.model.search first to discover accession IDs. CC0 Public Domain — EMBL-EBI BioModels Database

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Argument	Type	Description
model_id*	string	BioModels accession identifier. Curated models use BIOMD prefix followed by 10 digits (e.g. "BIOMD0000000001", "BIOMD0000000295"). Author-submitted models use MODEL prefix (e.g. "MODEL1204270001"). Obtain IDs from biomodels.model.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "model_id"
  ],
  "properties": {
    "model_id": {
      "type": "string",
      "minLength": 1,
      "description": "BioModels accession identifier. Curated models use BIOMD prefix followed by 10 digits (e.g. \"BIOMD0000000001\", \"BIOMD0000000295\"). Author-submitted models use MODEL prefix (e.g. \"MODEL1204270001\"). Obtain IDs from biomodels.model.search results."
    }
  },
  "additionalProperties": false
}

biomodels.model.files

List all downloadable file representations for a BioModels model by accession ID. Returns the main SBML file (primary format, compatible with COPASI, libSBML, JWS Online, Tellurium), plus auto-generated alternative formats: BioPAX Level 2 and 3 (OWL/RDF for pathway databases), MATLAB/Octave simulation scripts (.m files), and any author-supplied supplementary files. Each entry includes filename, description, MIME type, file size in bytes, MD5 checksum, and the direct download URL. Use to retrieve simulation-ready model files for computational biology workflows. CC0 Public Domain — EMBL-EBI BioModels Database

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Argument	Type	Description
model_id*	string	BioModels accession identifier (e.g. "BIOMD0000000001"). Returns all downloadable file representations: SBML (primary), BioPAX levels 2 and 3, MATLAB/Octave scripts, and any author-provided supplementary files. Each entry includes the direct download URL, MIME type, file size, and MD5 checksum.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "model_id"
  ],
  "properties": {
    "model_id": {
      "type": "string",
      "minLength": 1,
      "description": "BioModels accession identifier (e.g. \"BIOMD0000000001\"). Returns all downloadable file representations: SBML (primary), BioPAX levels 2 and 3, MATLAB/Octave scripts, and any author-provided supplementary files. Each entry includes the direct download URL, MIME type, file size, and MD5 checksum."
    }
  },
  "additionalProperties": false
}

biomodels.model.latest

List the most recently updated manually curated mathematical models in BioModels. Curated models (BIOMD prefix) are peer-validated: each has been reproduced, annotated with standard ontologies (Gene Ontology, KEGG, ChEBI, UniProt, PubMed), and verified to match the figures in the linked publication. Returns model accession IDs, names, format, submission date, last modification date, submitter, and model URL, sorted by last update descending. Use to discover newly added or recently revised biological models across all domains. CC0 Public Domain — EMBL-EBI BioModels Database

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Argument	Type	Description
limit	integer	Number of recent curated models to return (1–50, default 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of recent curated models to return (1–50, default 10)"
    }
  },
  "additionalProperties": false
}

biomodels.model.search

Search the BioModels repository for peer-reviewed mathematical models of biological and biomedical systems. BioModels is the world's primary repository for quantitative kinetic models, hosted by EMBL-EBI. Contains 3,200+ models in SBML format covering signaling pathways, metabolic networks, gene regulation, pharmacokinetics, circadian rhythms, disease dynamics (COVID-19, diabetes, cancer), and more. Returns model accession IDs (BIOMD prefix = curated, MODEL prefix = submitted), names, formats, submitter info, and URLs. Filter by curation status to restrict to manually validated models. CC0 Public Domain — European Bioinformatics Institute (EMBL-EBI)

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Argument	Type	Description
limit	integer	Number of results to return (1–50, default 10)
query*	string	Keyword to search for biological mathematical models — e.g. "insulin signaling", "circadian clock", "glucose metabolism", "COVID-19". Supports free-text and can include organism names, disease terms, pathway names, or author names.
offset	integer	Pagination offset — number of results to skip (default 0)
curation_status	string	Filter by curation status. "CURATED" returns only manually reviewed, peer-validated models from the BioModels curated branch (highest quality). "NON_CURATED" returns all submitted models including author-provided ones. Omit to search all models.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (1–50, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Keyword to search for biological mathematical models — e.g. \"insulin signaling\", \"circadian clock\", \"glucose metabolism\", \"COVID-19\". Supports free-text and can include organism names, disease terms, pathway names, or author names."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)"
    },
    "curation_status": {
      "enum": [
        "CURATED",
        "NON_CURATED"
      ],
      "type": "string",
      "description": "Filter by curation status. \"CURATED\" returns only manually reviewed, peer-validated models from the BioModels curated branch (highest quality). \"NON_CURATED\" returns all submitted models including author-provided ones. Omit to search all models."
    }
  },
  "additionalProperties": false
}

bis-stats.finance.exchange_rates

Fetch a country's nominal or real effective exchange rate (EER) index from the BIS monthly EER series (WS_EER) — a trade-weighted average of bilateral exchange rates against a narrow (27 economies) or broad (64 economies) basket of trading partners, indexed to a base period. Real EER adjusts for relative consumer price inflation. Useful for gauging currency competitiveness beyond a single bilateral FX rate.

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Argument	Type	Description
basket	string	Currency basket: "N" = narrow (27 economies, default), "B" = broad (64 economies).
country*	string	ISO 2-letter BIS reference-area code (e.g. US, XM for euro area, JP, GB, CN, DE, FR, BR, IN, CA, AU, CH). See the BIS reference area codelist for the full list of covered economies.
eer_type	string	Exchange rate type: "N" = nominal (default), "R" = real (inflation-adjusted).
end_period	string	End of the requested time range, e.g. "2024-06" for monthly data or "2024-Q2" for quarterly data. Defaults to the latest available observation if omitted.
max_series	integer	Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as rate type or unit of measure.
start_period	string	Start of the requested time range, e.g. "2020-01" for monthly data or "2020-Q1" for quarterly data. Defaults to the last 24 observations if both start_period and end_period are omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "basket": {
      "enum": [
        "N",
        "B"
      ],
      "type": "string",
      "description": "Currency basket: \"N\" = narrow (27 economies, default), \"B\" = broad (64 economies)."
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 2-letter BIS reference-area code (e.g. US, XM for euro area, JP, GB, CN, DE, FR, BR, IN, CA, AU, CH). See the BIS reference area codelist for the full list of covered economies."
    },
    "eer_type": {
      "enum": [
        "N",
        "R"
      ],
      "type": "string",
      "description": "Exchange rate type: \"N\" = nominal (default), \"R\" = real (inflation-adjusted)."
    },
    "end_period": {
      "type": "string",
      "description": "End of the requested time range, e.g. \"2024-06\" for monthly data or \"2024-Q2\" for quarterly data. Defaults to the latest available observation if omitted."
    },
    "max_series": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as rate type or unit of measure."
    },
    "start_period": {
      "type": "string",
      "description": "Start of the requested time range, e.g. \"2020-01\" for monthly data or \"2020-Q1\" for quarterly data. Defaults to the last 24 observations if both start_period and end_period are omitted."
    }
  },
  "additionalProperties": false
}

bis-stats.finance.policy_rates

Fetch central bank policy interest rates for a country from the Bank for International Settlements' monthly policy rate series (WS_CBPOL) — the interest rate that best captures a monetary authority's policy intentions (e.g. the US Federal Reserve's federal funds rate target, the ECB's main refinancing rate). Covers dozens of central banks worldwide. Returns one or more time series with period/value pairs.

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Argument	Type	Description
country*	string	ISO 2-letter BIS reference-area code (e.g. US, XM for euro area, JP, GB, CN, DE, FR, BR, IN, CA, AU, CH). See the BIS reference area codelist for the full list of covered economies.
end_period	string	End of the requested time range, e.g. "2024-06" for monthly data or "2024-Q2" for quarterly data. Defaults to the latest available observation if omitted.
max_series	integer	Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as rate type or unit of measure.
start_period	string	Start of the requested time range, e.g. "2020-01" for monthly data or "2020-Q1" for quarterly data. Defaults to the last 24 observations if both start_period and end_period are omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 2-letter BIS reference-area code (e.g. US, XM for euro area, JP, GB, CN, DE, FR, BR, IN, CA, AU, CH). See the BIS reference area codelist for the full list of covered economies."
    },
    "end_period": {
      "type": "string",
      "description": "End of the requested time range, e.g. \"2024-06\" for monthly data or \"2024-Q2\" for quarterly data. Defaults to the latest available observation if omitted."
    },
    "max_series": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as rate type or unit of measure."
    },
    "start_period": {
      "type": "string",
      "description": "Start of the requested time range, e.g. \"2020-01\" for monthly data or \"2020-Q1\" for quarterly data. Defaults to the last 24 observations if both start_period and end_period are omitted."
    }
  },
  "additionalProperties": false
}

bis-stats.finance.property_prices

Fetch a country's selected residential property price index (nominal or real) from the BIS quarterly property price series (WS_SPP) — a long-run, cross-country comparable house price index used to track housing market cycles and financial stability risk. Real values are deflated by the consumer price index. Returns one or more indexed time series with period/value pairs.

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Argument	Type	Description
country*	string	ISO 2-letter BIS reference-area code (e.g. US, XM for euro area, JP, GB, CN, DE, FR, BR, IN, CA, AU, CH). See the BIS reference area codelist for the full list of covered economies.
end_period	string	End of the requested time range, e.g. "2024-06" for monthly data or "2024-Q2" for quarterly data. Defaults to the latest available observation if omitted.
max_series	integer	Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as rate type or unit of measure.
value_type	string	Price value type: "N" = nominal (default), "R" = real (inflation-adjusted).
start_period	string	Start of the requested time range, e.g. "2020-01" for monthly data or "2020-Q1" for quarterly data. Defaults to the last 24 observations if both start_period and end_period are omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 2-letter BIS reference-area code (e.g. US, XM for euro area, JP, GB, CN, DE, FR, BR, IN, CA, AU, CH). See the BIS reference area codelist for the full list of covered economies."
    },
    "end_period": {
      "type": "string",
      "description": "End of the requested time range, e.g. \"2024-06\" for monthly data or \"2024-Q2\" for quarterly data. Defaults to the latest available observation if omitted."
    },
    "max_series": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as rate type or unit of measure."
    },
    "value_type": {
      "enum": [
        "N",
        "R"
      ],
      "type": "string",
      "description": "Price value type: \"N\" = nominal (default), \"R\" = real (inflation-adjusted)."
    },
    "start_period": {
      "type": "string",
      "description": "Start of the requested time range, e.g. \"2020-01\" for monthly data or \"2020-Q1\" for quarterly data. Defaults to the last 24 observations if both start_period and end_period are omitted."
    }
  },
  "additionalProperties": false
}

books.authors.details

Get author profile by Open Library Author ID — biography, birth/death dates, photo, Wikipedia link (Open Library / Internet Archive)

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Argument	Type	Description
olid*	string	Open Library Author ID, e.g. "OL23919A" for J.R.R. Tolkien. Get from search or work author keys

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "olid"
  ],
  "properties": {
    "olid": {
      "type": "string",
      "description": "Open Library Author ID, e.g. \"OL23919A\" for J.R.R. Tolkien. Get from search or work author keys"
    }
  },
  "additionalProperties": false
}

books.catalog.search

Search 40M+ books by title, author, subject, or ISBN — ratings, cover images, edition counts, publish year (Open Library / Internet Archive)

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Argument	Type	Description
isbn	string	Search by ISBN number
page	integer	Page number for pagination (default: 1)
sort	string	Sort order: "new" (newest first), "old" (oldest), "rating" (highest rated)
limit	integer	Results per page (default: 10, max: 100)
query	string	General search query across title, author, and full text (e.g. "dune frank herbert")
title	string	Search by book title only (e.g. "The Great Gatsby")
author	string	Search by author name (e.g. "Tolkien")
subject	string	Search by subject/genre (e.g. "science fiction", "history")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "isbn": {
      "type": "string",
      "description": "Search by ISBN number"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default: 1)"
    },
    "sort": {
      "enum": [
        "new",
        "old",
        "rating",
        "readinglog",
        "want_to_read",
        "currently_reading",
        "already_read"
      ],
      "type": "string",
      "description": "Sort order: \"new\" (newest first), \"old\" (oldest), \"rating\" (highest rated)"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Results per page (default: 10, max: 100)"
    },
    "query": {
      "type": "string",
      "description": "General search query across title, author, and full text (e.g. \"dune frank herbert\")"
    },
    "title": {
      "type": "string",
      "description": "Search by book title only (e.g. \"The Great Gatsby\")"
    },
    "author": {
      "type": "string",
      "description": "Search by author name (e.g. \"Tolkien\")"
    },
    "subject": {
      "type": "string",
      "description": "Search by subject/genre (e.g. \"science fiction\", \"history\")"
    }
  },
  "additionalProperties": false
}

books.editions.isbn

Look up a book by ISBN-10 or ISBN-13 — title, author, publisher, pages, cover image, subjects. 40M+ books (Open Library / Internet Archive)

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Argument	Type	Description
isbn*	string	ISBN-10 or ISBN-13 to look up (e.g. "9780451524935" for 1984, "0140449132" for The Republic)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "isbn"
  ],
  "properties": {
    "isbn": {
      "type": "string",
      "description": "ISBN-10 or ISBN-13 to look up (e.g. \"9780451524935\" for 1984, \"0140449132\" for The Republic)"
    }
  },
  "additionalProperties": false
}

books.gutendex.book

Get full metadata + download URLs (EPUB, TXT, HTML, cover JPEG) for a Project Gutenberg book by numeric ID (e.g. 1342 = Pride and Prejudice). Gutendex MIT

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Argument	Type	Description
book_id*	integer	Project Gutenberg book ID (e.g. 1342 for Pride and Prejudice, 11 for Alice in Wonderland).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "book_id"
  ],
  "properties": {
    "book_id": {
      "type": "integer",
      "minimum": 1,
      "description": "Project Gutenberg book ID (e.g. 1342 for Pride and Prejudice, 11 for Alice in Wonderland)."
    }
  },
  "additionalProperties": false
}

books.gutendex.by_author

List all Project Gutenberg books by a specific author (search by name). Filter by language. Gutendex MIT

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Argument	Type	Description
limit	integer	Max results to return (default 20, max 50).
author*	string	Author name search (e.g. "Jane Austen", "Mark Twain", "Tolstoy").
language	string	Optional ISO 639-1 language code to filter by language (e.g. "en").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "author"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max results to return (default 20, max 50)."
    },
    "author": {
      "type": "string",
      "minLength": 1,
      "description": "Author name search (e.g. \"Jane Austen\", \"Mark Twain\", \"Tolstoy\")."
    },
    "language": {
      "type": "string",
      "description": "Optional ISO 639-1 language code to filter by language (e.g. \"en\")."
    }
  },
  "additionalProperties": false
}

books.gutendex.popular

List most-downloaded Project Gutenberg books, optionally filtered by language or topic. Gutendex MIT

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Argument	Type	Description
limit	integer	Max results to return (default 20, max 50).
topic	string	Optional subject/bookshelf to filter (e.g. "Adventure").
language	string	Optional ISO 639-1 language code to filter (e.g. "en").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max results to return (default 20, max 50)."
    },
    "topic": {
      "type": "string",
      "description": "Optional subject/bookshelf to filter (e.g. \"Adventure\")."
    },
    "language": {
      "type": "string",
      "description": "Optional ISO 639-1 language code to filter (e.g. \"en\")."
    }
  },
  "additionalProperties": false
}

books.gutendex.search

Search 78K+ public-domain books on Project Gutenberg by free-text query, language (ISO 639-1), topic, or author birth year. Returns book IDs, titles, authors, languages, subjects, download counts, and EPUB/TXT/HTML/cover URLs (Gutendex MIT)

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Argument	Type	Description
limit	integer	Max results to return (default 20, max 50).
query	string	Free-text search across title, author name, and subject (e.g. "shakespeare", "moby dick").
topic	string	Subject/bookshelf topic filter (e.g. "Adventure", "Children's literature").
language	string	ISO 639-1 language code or comma-separated codes to filter by language (e.g. "en", "fr,de").
author_year_end	integer	Filter by author birth year — only include books from authors alive up to this year.
author_year_start	integer	Filter by author birth year — only include books from authors alive in this period start.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max results to return (default 20, max 50)."
    },
    "query": {
      "type": "string",
      "description": "Free-text search across title, author name, and subject (e.g. \"shakespeare\", \"moby dick\")."
    },
    "topic": {
      "type": "string",
      "description": "Subject/bookshelf topic filter (e.g. \"Adventure\", \"Children's literature\")."
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code or comma-separated codes to filter by language (e.g. \"en\", \"fr,de\")."
    },
    "author_year_end": {
      "type": "integer",
      "description": "Filter by author birth year — only include books from authors alive up to this year."
    },
    "author_year_start": {
      "type": "integer",
      "description": "Filter by author birth year — only include books from authors alive in this period start."
    }
  },
  "additionalProperties": false
}

books.librivox.book

Get full audiobook details by LibriVox ID — includes per-section MP3 URLs (chapter-level streaming), playtimes, authors, and project metadata. LibriVox public domain

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Argument	Type	Description
book_id*	integer	LibriVox audiobook ID (integer). Use librivox.search first to discover IDs. Returns full chapter list with MP3 URLs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "book_id"
  ],
  "properties": {
    "book_id": {
      "type": "integer",
      "minimum": 1,
      "description": "LibriVox audiobook ID (integer). Use librivox.search first to discover IDs. Returns full chapter list with MP3 URLs."
    }
  },
  "additionalProperties": false
}

books.librivox.search

Search 20K+ public-domain audiobooks by title, author, or genre. Returns book IDs, descriptions, languages, copyright years, total time, and ZIP download URLs. LibriVox public domain

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Argument	Type	Description
genre	string	Genre filter — e.g. "Adventure", "Children's Fiction", "Mystery", "Plays", "Poetry".
limit	integer	Max results to return (default 25, max 100).
title	string	Substring search on audiobook title (e.g. "pride and prejudice", "treasure").
author	string	Author name search (e.g. "shakespeare", "twain", "tolstoy").
offset	integer	Pagination offset for stepping through large result sets.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "genre": {
      "type": "string",
      "description": "Genre filter — e.g. \"Adventure\", \"Children's Fiction\", \"Mystery\", \"Plays\", \"Poetry\"."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max results to return (default 25, max 100)."
    },
    "title": {
      "type": "string",
      "description": "Substring search on audiobook title (e.g. \"pride and prejudice\", \"treasure\")."
    },
    "author": {
      "type": "string",
      "description": "Author name search (e.g. \"shakespeare\", \"twain\", \"tolstoy\")."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for stepping through large result sets."
    }
  },
  "additionalProperties": false
}

books.works.details

Get consolidated work metadata across all editions by Open Library Work ID — description, subjects, authors, cover, first publish date (Open Library)

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Argument	Type	Description
olid*	string	Open Library Work ID, e.g. "OL45804W" for Lord of the Rings. Get from search results key field

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "olid"
  ],
  "properties": {
    "olid": {
      "type": "string",
      "description": "Open Library Work ID, e.g. \"OL45804W\" for Lord of the Rings. Get from search results key field"
    }
  },
  "additionalProperties": false
}

brightsky.stations.nearby

Find DWD (Deutscher Wetterdienst) weather stations near a given latitude/longitude in Germany. Returns each station's DWD station ID, WMO station ID, name, coordinates, elevation, observation type (current / recent / historical / forecast), date range of available records, and distance from the query point. Useful for discovering which stations cover a location before querying observations or synop data. No distance filter by default — returns all matching sources sorted by proximity. No API key required — open DWD data via Bright Sky (MIT licence).

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Argument	Type	Description
latitude*	number	Latitude of the location in Germany (e.g. 52.52 for Berlin, range 47–56)
max_dist	number	Maximum distance in metres from the given coordinates to include stations. When omitted, all DWD stations are returned sorted by proximity.
longitude*	number	Longitude of the location in Germany (e.g. 13.40 for Berlin, range 5–16)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 56,
      "minimum": 47,
      "description": "Latitude of the location in Germany (e.g. 52.52 for Berlin, range 47–56)"
    },
    "max_dist": {
      "type": "number",
      "description": "Maximum distance in metres from the given coordinates to include stations. When omitted, all DWD stations are returned sorted by proximity.",
      "exclusiveMinimum": 0
    },
    "longitude": {
      "type": "number",
      "maximum": 16,
      "minimum": 5,
      "description": "Longitude of the location in Germany (e.g. 13.40 for Berlin, range 5–16)"
    }
  },
  "additionalProperties": false
}

brightsky.weather.alerts

Get active DWD (Deutscher Wetterdienst) severe weather alerts and warnings for any location in Germany. Identifies the warn cell (administrative district) for the given coordinates and returns all current alerts with: event type (e.g. thunderstorm, heavy rain, frost, storm), severity (Minor/Moderate/Severe/Extreme), urgency, certainty, onset/expiry times, headline, description, and recommended action in English. Returns an empty list when no warnings are active. No API key required — open DWD data via Bright Sky (MIT licence).

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Argument	Type	Description
latitude*	number	Latitude of the location in Germany (e.g. 52.52 for Berlin, range 47–56)
longitude*	number	Longitude of the location in Germany (e.g. 13.40 for Berlin, range 5–16)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 56,
      "minimum": 47,
      "description": "Latitude of the location in Germany (e.g. 52.52 for Berlin, range 47–56)"
    },
    "longitude": {
      "type": "number",
      "maximum": 16,
      "minimum": 5,
      "description": "Longitude of the location in Germany (e.g. 13.40 for Berlin, range 5–16)"
    }
  },
  "additionalProperties": false
}

brightsky.weather.current

Get current weather conditions for any location in Germany from the nearest DWD (Deutscher Wetterdienst) station. Returns: temperature (°C), humidity, dew point, pressure (hPa), cloud cover, visibility, wind speed/direction, wind gusts, precipitation in the last 10/30/60 minutes, sunshine duration, solar radiation, and weather condition (dry, fog, rain, sleet, snow, hail, thunderstorm). Source: official German Weather Service real-time observations. Coverage: Germany only. No API key required — open DWD data via Bright Sky (MIT licence).

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Argument	Type	Description
units	string	Unit system: "dwd" (default) uses km/h wind and °C temperature; "si" uses m/s wind
latitude*	number	Latitude of the location in Germany (e.g. 52.52 for Berlin, range 47–56)
longitude*	number	Longitude of the location in Germany (e.g. 13.40 for Berlin, range 5–16)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "units": {
      "enum": [
        "dwd",
        "si"
      ],
      "type": "string",
      "description": "Unit system: \"dwd\" (default) uses km/h wind and °C temperature; \"si\" uses m/s wind"
    },
    "latitude": {
      "type": "number",
      "maximum": 56,
      "minimum": 47,
      "description": "Latitude of the location in Germany (e.g. 52.52 for Berlin, range 47–56)"
    },
    "longitude": {
      "type": "number",
      "maximum": 16,
      "minimum": 5,
      "description": "Longitude of the location in Germany (e.g. 13.40 for Berlin, range 5–16)"
    }
  },
  "additionalProperties": false
}

brightsky.weather.observations

Get hourly weather observations or forecast for any location in Germany from DWD (Deutscher Wetterdienst). Pass a past date to retrieve historical observations; pass a future date to retrieve the DWD numerical forecast. Each hour includes: temperature, dew point, humidity, pressure, cloud cover, visibility, precipitation, sunshine, wind speed/direction, wind gusts, precipitation probability, solar irradiance, and condition icon. Returns up to 10 days of data (240 hourly records). No API key required — open DWD data via Bright Sky (MIT licence).

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Argument	Type	Description
date*	string	Start date/time for observations in ISO 8601 format (e.g. "2026-07-01" or "2026-07-01T08:00:00"). Returns historical data when date is in the past; returns DWD forecast when date is in the future.
units	string	Unit system: "dwd" (default) uses km/h wind and °C temperature; "si" uses m/s wind
latitude*	number	Latitude of the location in Germany (e.g. 52.52 for Berlin, range 47–56)
last_date	string	End date/time for observations in ISO 8601 format. When omitted, returns data for the 24-hour period starting at "date". Maximum range is 10 days.
longitude*	number	Longitude of the location in Germany (e.g. 13.40 for Berlin, range 5–16)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude",
    "date"
  ],
  "properties": {
    "date": {
      "type": "string",
      "description": "Start date/time for observations in ISO 8601 format (e.g. \"2026-07-01\" or \"2026-07-01T08:00:00\"). Returns historical data when date is in the past; returns DWD forecast when date is in the future."
    },
    "units": {
      "enum": [
        "dwd",
        "si"
      ],
      "type": "string",
      "description": "Unit system: \"dwd\" (default) uses km/h wind and °C temperature; \"si\" uses m/s wind"
    },
    "latitude": {
      "type": "number",
      "maximum": 56,
      "minimum": 47,
      "description": "Latitude of the location in Germany (e.g. 52.52 for Berlin, range 47–56)"
    },
    "last_date": {
      "type": "string",
      "description": "End date/time for observations in ISO 8601 format. When omitted, returns data for the 24-hour period starting at \"date\". Maximum range is 10 days."
    },
    "longitude": {
      "type": "number",
      "maximum": 16,
      "minimum": 5,
      "description": "Longitude of the location in Germany (e.g. 13.40 for Berlin, range 5–16)"
    }
  },
  "additionalProperties": false
}

brreg.registry.entity

Retrieve full details for a specific Norwegian company or organisation by its 9-digit organisation number. Returns: name, organisation form, website, phone, email, employee count, registration date, founding date, VAT registration, bankruptcy/winding-up status, up to 3 NACE industry codes, municipality, postal address, business address, last annual report year, and parent entity. Ideal for KYB (Know Your Business) verification of Norwegian entities. Source: Brønnøysundregistrene, NLOD 2.0.

read-only

Argument	Type	Description
org_number*	string	Norwegian organisation number — exactly 9 digits (e.g. "923609016" for Equinor, "982463718" for DNB). No spaces or dashes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "org_number"
  ],
  "properties": {
    "org_number": {
      "type": "string",
      "pattern": "^\\d{9}$",
      "description": "Norwegian organisation number — exactly 9 digits (e.g. \"923609016\" for Equinor, \"982463718\" for DNB). No spaces or dashes."
    }
  },
  "additionalProperties": false
}

brreg.registry.roles

Retrieve statutory management roles for a Norwegian company — board of directors (STYR), CEO/daily manager (DAGL), auditor (REVI), chairman (LEDE), deputy members, signature rights, and other registered positions. Each role entry includes the person's first/last name, birth year, whether the role is still active, and (for corporate roles) the linked entity's org number and name. Essential for due diligence, UBO (Ultimate Beneficial Owner) research, and corporate governance checks. Source: Brønnøysundregistrene, NLOD 2.0.

read-only

Argument	Type	Description
org_number*	string	Organisation number of the company to retrieve roles for (9 digits). Returns all registered role groups including board of directors (STYR), CEO (DAGL), auditor (REVI), and other statutory positions.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "org_number"
  ],
  "properties": {
    "org_number": {
      "type": "string",
      "pattern": "^\\d{9}$",
      "description": "Organisation number of the company to retrieve roles for (9 digits). Returns all registered role groups including board of directors (STYR), CEO (DAGL), auditor (REVI), and other statutory positions."
    }
  },
  "additionalProperties": false
}

brreg.registry.search

Search Norway's official business registry (Brønnøysundregistrene) for companies and organisations. Filter by company name, municipality (4-digit code), organisation form (AS/ASA/ENK/NUF etc.), or NACE industry code. Returns organisation number, name, org form, VAT status, employee count, address, primary NACE industry code, and bankruptcy/winding-up flags. Over 1 million entities registered. Data is NLOD 2.0 (commercial use permitted). No API key required.

read-only

Argument	Type	Description
name	string	Company name or partial name to search (e.g. "Equinor", "Telenor", "DNB"). Case-insensitive. At least one filter (name, municipality_number, org_form, nace_code) is recommended.
page	integer	Zero-based page number for pagination (default 0).
size	integer	Number of results per page (1–20, default 5).
org_form	string	Organization form code to filter by. Common values: AS=Private Limited Company, ASA=Public Limited Company, ENK=Sole Proprietorship, NUF=Foreign Entity Norwegian Branch, BA/SA=Cooperative, STI=Foundation, FLI=Non-Profit Association.
nace_code	string	NACE industry code to filter by (e.g. "06.100" for Extraction of crude oil, "47.110" for Retail in non-specialised stores, "62.010" for Computer programming). Matches primary industry code (naeringskode1).
municipality_number	string	Norwegian municipality number (4-digit code, e.g. "0301" for Oslo, "1103" for Stavanger). Restricts results to companies registered in that municipality.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "description": "Company name or partial name to search (e.g. \"Equinor\", \"Telenor\", \"DNB\"). Case-insensitive. At least one filter (name, municipality_number, org_form, nace_code) is recommended."
    },
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page number for pagination (default 0)."
    },
    "size": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results per page (1–20, default 5)."
    },
    "org_form": {
      "enum": [
        "AS",
        "ASA",
        "ENK",
        "ANS",
        "DA",
        "NUF",
        "BA",
        "SA",
        "STI",
        "FLI",
        "BO",
        "BRL",
        "ESEK",
        "GFS",
        "IKJP",
        "IKS",
        "KBO",
        "KF",
        "KFFK",
        "KS",
        "NP",
        "OPMV",
        "ORG",
        "PERS",
        "PK",
        "PRE",
        "SF",
        "SPA",
        "STAT",
        "SÆR",
        "TVAM",
        "VPFO"
      ],
      "type": "string",
      "description": "Organization form code to filter by. Common values: AS=Private Limited Company, ASA=Public Limited Company, ENK=Sole Proprietorship, NUF=Foreign Entity Norwegian Branch, BA/SA=Cooperative, STI=Foundation, FLI=Non-Profit Association."
    },
    "nace_code": {
      "type": "string",
      "description": "NACE industry code to filter by (e.g. \"06.100\" for Extraction of crude oil, \"47.110\" for Retail in non-specialised stores, \"62.010\" for Computer programming). Matches primary industry code (naeringskode1)."
    },
    "municipality_number": {
      "type": "string",
      "maxLength": 4,
      "minLength": 4,
      "description": "Norwegian municipality number (4-digit code, e.g. \"0301\" for Oslo, \"1103\" for Stavanger). Restricts results to companies registered in that municipality."
    }
  },
  "additionalProperties": false
}

brreg.registry.sub_units

List all registered sub-units (underenheter) for a Norwegian parent company — branches, departments, production sites, and physical locations. Each sub-unit has its own organisation number, name, org form, NACE industry code, municipality, and employee count. Useful for mapping a company's operational footprint across Norway. Large companies like Equinor or NHO can have hundreds of sub-units. Paginated (up to 50/page). Source: Brønnøysundregistrene, NLOD 2.0.

read-only

Argument	Type	Description
page	integer	Zero-based page number for pagination (default 0).
size	integer	Number of sub-units per page (1–50, default 10).
org_number*	string	Organisation number of the parent company (9 digits). Returns all registered sub-units (branches, departments, locations) that belong to this parent entity.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "org_number"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page number for pagination (default 0)."
    },
    "size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of sub-units per page (1–50, default 10)."
    },
    "org_number": {
      "type": "string",
      "pattern": "^\\d{9}$",
      "description": "Organisation number of the parent company (9 digits). Returns all registered sub-units (branches, departments, locations) that belong to this parent entity."
    }
  },
  "additionalProperties": false
}

bts.aviation.traffic

Query T100 airline segment statistics from BTS giving passenger counts, departures, seats, load factor, and payload by US airport. Filter by IATA airport code (e.g. ATL, JFK, LAX, ORD) and year/period (annual "2025" or quarterly "2026M1-3"). Data covers all US commercial service airports through the most recent quarter. Source: BTS T100 Segment Summary By Origin Airport (Socrata r495-tyji). No auth — US Gov public domain.

read-only

Argument	Type	Description
year	string	Year or period to filter by. Annual values use format "YYYY" (e.g. "2025"). Quarterly use "YYYYQn" (e.g. "2026M1-3" for Q1 2026). Latest available is 2026M1-3.
limit	integer	Maximum number of airport traffic records to return (1–500, default 20).
airport_code	string	IATA airport code to filter by (e.g. "ATL" for Atlanta, "JFK" for New York JFK, "LAX" for Los Angeles). Returns top airports if omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "string",
      "description": "Year or period to filter by. Annual values use format \"YYYY\" (e.g. \"2025\"). Quarterly use \"YYYYQn\" (e.g. \"2026M1-3\" for Q1 2026). Latest available is 2026M1-3."
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of airport traffic records to return (1–500, default 20)."
    },
    "airport_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "IATA airport code to filter by (e.g. \"ATL\" for Atlanta, \"JFK\" for New York JFK, \"LAX\" for Los Angeles). Returns top airports if omitted."
    }
  },
  "additionalProperties": false
}

bts.borders.crossings

Query monthly US border crossing statistics from the Bureau of Transportation Statistics. Filter by border (US-Canada or US-Mexico), crossing type (Trucks, Personal Vehicles, Pedestrians, Buses, Trains, etc.), port name, and date range. Data covers all official land ports of entry updated monthly. Source: BTS Border Crossing Entry Data (Socrata keg4-3bc2). No auth — US Gov public domain.

read-only

Argument	Type	Description
limit	integer	Maximum number of records to return (1–500, default 20).
border	string	Filter by border: "US-Canada Border" or "US-Mexico Border". Omit for both borders.
measure	string	Type of crossing to count. Options: Buses, Bus Passengers, Pedestrians, Personal Vehicle Passengers, Personal Vehicles, Train Passengers, Trains, Trucks.
end_date	string	End of date range in YYYY-MM-DD format (e.g. "2025-12-31").
port_name	string	Filter by port name (partial match, e.g. "San Diego", "El Paso", "Detroit").
start_date	string	Start of date range in YYYY-MM-DD format (e.g. "2025-01-01").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of records to return (1–500, default 20)."
    },
    "border": {
      "enum": [
        "US-Canada Border",
        "US-Mexico Border"
      ],
      "type": "string",
      "description": "Filter by border: \"US-Canada Border\" or \"US-Mexico Border\". Omit for both borders."
    },
    "measure": {
      "enum": [
        "Buses",
        "Bus Passengers",
        "Pedestrians",
        "Personal Vehicle Passengers",
        "Personal Vehicles",
        "Train Passengers",
        "Trains",
        "Trucks"
      ],
      "type": "string",
      "description": "Type of crossing to count. Options: Buses, Bus Passengers, Pedestrians, Personal Vehicle Passengers, Personal Vehicles, Train Passengers, Trains, Trucks."
    },
    "end_date": {
      "type": "string",
      "description": "End of date range in YYYY-MM-DD format (e.g. \"2025-12-31\")."
    },
    "port_name": {
      "type": "string",
      "description": "Filter by port name (partial match, e.g. \"San Diego\", \"El Paso\", \"Detroit\")."
    },
    "start_date": {
      "type": "string",
      "description": "Start of date range in YYYY-MM-DD format (e.g. \"2025-01-01\")."
    }
  },
  "additionalProperties": false
}

bts.freight.indicators

Access weekly and monthly supply chain performance indicators from BTS, including containerized import/export volumes at US ports, railroad terminal dwell times, truck speeds at bottleneck locations, freight rates (Shanghai–LA), vessel waiting times, carrier employment, and the Freight Transportation Services Index. Filter by indicator name (partial match), year, or date range. Source: BTS Supply Chain and Freight Indicators (Socrata y5ut-ibwt). No auth — US Gov public domain.

read-only

Argument	Type	Description
year	integer	Filter by year (e.g. 2024). Data available from 2019.
limit	integer	Maximum number of indicator records to return (1–500, default 20).
end_date	string	End of date range in YYYY-MM-DD format (e.g. "2024-12-31").
indicator	string	Partial name of the indicator to filter by (e.g. "Freight Transportation Services Index", "Containerized Imports", "Railroad", "Truck Speed"). Case-insensitive substring match.
start_date	string	Start of date range in YYYY-MM-DD format (e.g. "2024-01-01").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 2019,
      "description": "Filter by year (e.g. 2024). Data available from 2019."
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of indicator records to return (1–500, default 20)."
    },
    "end_date": {
      "type": "string",
      "description": "End of date range in YYYY-MM-DD format (e.g. \"2024-12-31\")."
    },
    "indicator": {
      "type": "string",
      "description": "Partial name of the indicator to filter by (e.g. \"Freight Transportation Services Index\", \"Containerized Imports\", \"Railroad\", \"Truck Speed\"). Case-insensitive substring match."
    },
    "start_date": {
      "type": "string",
      "description": "Start of date range in YYYY-MM-DD format (e.g. \"2024-01-01\")."
    }
  },
  "additionalProperties": false
}

bts.transport.tsi

Retrieve the BTS Transportation Services Index (TSI), a monthly economic indicator measuring the volume of freight and passenger transportation services across all modes. Returns total TSI, freight TSI, passenger TSI, plus component indices (vehicle miles traveled, rail carloads, transit, petroleum/gas pipelines). Base year 2000=100. Data from 2000 to present. Source: BTS TSI dataset (Socrata bw6n-ddqk). No auth — US Gov public domain.

read-only

Argument	Type	Description
limit	integer	Maximum number of monthly records to return (1–300, default 12).
end_date	string	End of date range in YYYY-MM-DD format (e.g. "2024-12-31").
start_date	string	Start of date range in YYYY-MM-DD format (e.g. "2024-01-01"). Index goes back to 2000.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 300,
      "minimum": 1,
      "description": "Maximum number of monthly records to return (1–300, default 12)."
    },
    "end_date": {
      "type": "string",
      "description": "End of date range in YYYY-MM-DD format (e.g. \"2024-12-31\")."
    },
    "start_date": {
      "type": "string",
      "description": "Start of date range in YYYY-MM-DD format (e.g. \"2024-01-01\"). Index goes back to 2000."
    }
  },
  "additionalProperties": false
}

bundesbank-timeseries.reference.dataflows

Search or list Deutsche Bundesbank economic time-series dataflows — ~94 official series covering exchange rates, interest rates, money supply, prices, and balance of payments. Filter by name/id with query, or omit to list all. Use the returned dataflow_id with bundesbank-timeseries.structure and bundesbank-timeseries.data. Data: api.statistiken.bundesbank.de (Bundesbank SDMX 2.1 REST API), no auth required.

read-only

Argument	Type	Description
query	string	Filter dataflows by name or id substring, case-insensitive (e.g. "exchange rate", "interest", "BBEX3"). Omit to list all ~94 available dataflows.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Filter dataflows by name or id substring, case-insensitive (e.g. \"exchange rate\", \"interest\", \"BBEX3\"). Omit to list all ~94 available dataflows."
    }
  },
  "additionalProperties": false
}

bundesbank-timeseries.reference.structure

Get the dimensions and valid codes for a Bundesbank dataflow (dataflow_id from bundesbank-timeseries.dataflows, e.g. "BBEX3" for exchange rates) in SDMX key position order, each with its code list (capped to 200 codes per dimension, with a total_codes count). Required to build the fully-specified "key" for bundesbank-timeseries.data. Data: api.statistiken.bundesbank.de (Bundesbank SDMX 2.1 REST API), no auth required.

read-only

Argument	Type	Description
dataflow_id*	string	Bundesbank dataflow id, from bundesbank-timeseries.dataflows (e.g. "BBEX3" for exchange rates, "BBIN1" for central bank rates). Returns the dimension list (e.g. FREQ, CURRENCY) in SDMX key position order, with each dimension's valid codes (capped to 200 per dimension, with a total_codes count) — needed to build the "key" for bundesbank-timeseries.data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataflow_id"
  ],
  "properties": {
    "dataflow_id": {
      "type": "string",
      "pattern": "^[A-Za-z0-9_]+$",
      "minLength": 1,
      "description": "Bundesbank dataflow id, from bundesbank-timeseries.dataflows (e.g. \"BBEX3\" for exchange rates, \"BBIN1\" for central bank rates). Returns the dimension list (e.g. FREQ, CURRENCY) in SDMX key position order, with each dimension's valid codes (capped to 200 per dimension, with a total_codes count) — needed to build the \"key\" for bundesbank-timeseries.data."
    }
  },
  "additionalProperties": false
}

bundesbank-timeseries.series.data

Get observation values for a Bundesbank dataflow (dataflow_id from bundesbank-timeseries.dataflows). key is REQUIRED and must be a fully dot-specified SDMX series key with no empty segments (from bundesbank-timeseries.structure), e.g. "D.USD.EUR.BB.AC.000" for the daily EUR/USD reference rate — an unscoped key would match every series in the dataflow and is rejected. Control the time range with start_period/ end_period or last_n_observations (max 100). Data: api.statistiken.bundesbank.de (Bundesbank SDMX 2.1 REST API), no auth required.

read-only

Argument	Type	Description
key*	string	REQUIRED fully dot-specified SDMX series key in dimension position order, from bundesbank-timeseries.structure (e.g. "D.USD.EUR.BB.AC.000" for the daily EUR/USD reference rate on the BBEX3 dataflow: FREQ=D, CURRENCY=USD, PARTNER_CURRENCY=EUR, SERIES_TYPE=BB, RATE_TYPE=AC, SUFFIX=000). Every position must be filled — an unscoped/wildcard key would match every series in the dataflow and is rejected.
end_period	string	End of period range, e.g. "2024" (annual) or "2024-12-31" (daily). Takes precedence over last_n_observations when set.
dataflow_id*	string	Bundesbank dataflow id, from bundesbank-timeseries.dataflows (e.g. "BBEX3" for exchange rates).
start_period	string	Start of period range, e.g. "2020" (annual) or "2020-01-01" (daily). Takes precedence over last_n_observations when set.
last_n_observations	integer	Return only the most recent N observations (max 100, default 30). Ignored if start_period or end_period is set.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataflow_id",
    "key"
  ],
  "properties": {
    "key": {
      "type": "string",
      "pattern": "^[A-Za-z0-9_+.-]+$",
      "minLength": 1,
      "description": "REQUIRED fully dot-specified SDMX series key in dimension position order, from bundesbank-timeseries.structure (e.g. \"D.USD.EUR.BB.AC.000\" for the daily EUR/USD reference rate on the BBEX3 dataflow: FREQ=D, CURRENCY=USD, PARTNER_CURRENCY=EUR, SERIES_TYPE=BB, RATE_TYPE=AC, SUFFIX=000). Every position must be filled — an unscoped/wildcard key would match every series in the dataflow and is rejected."
    },
    "end_period": {
      "type": "string",
      "description": "End of period range, e.g. \"2024\" (annual) or \"2024-12-31\" (daily). Takes precedence over last_n_observations when set."
    },
    "dataflow_id": {
      "type": "string",
      "pattern": "^[A-Za-z0-9_]+$",
      "minLength": 1,
      "description": "Bundesbank dataflow id, from bundesbank-timeseries.dataflows (e.g. \"BBEX3\" for exchange rates)."
    },
    "start_period": {
      "type": "string",
      "description": "Start of period range, e.g. \"2020\" (annual) or \"2020-01-01\" (daily). Takes precedence over last_n_observations when set."
    },
    "last_n_observations": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations (max 100, default 30). Ignored if start_period or end_period is set."
    }
  },
  "additionalProperties": false
}

business.hunter.company

Find professional email addresses and company data for any domain — organization name, industry, employee count, tech stack, social profiles, email pattern, and verified contact emails with confidence scores, positions, departments, seniority levels. 50M+ domains indexed (Hunter.io)

read-only

Argument	Type	Description
type	string	Filter by email type: "personal" (name@domain) or "generic" (info@domain)
limit	integer	Max number of emails to return (default 10, max 100)
domain*	string	Company domain name (e.g. "stripe.com", "google.com", "microsoft.com")
department	string	Filter by department (e.g. "engineering", "sales", "marketing")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain"
  ],
  "properties": {
    "type": {
      "enum": [
        "personal",
        "generic"
      ],
      "type": "string",
      "description": "Filter by email type: \"personal\" (name@domain) or \"generic\" (info@domain)"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max number of emails to return (default 10, max 100)"
    },
    "domain": {
      "type": "string",
      "minLength": 3,
      "description": "Company domain name (e.g. \"stripe.com\", \"google.com\", \"microsoft.com\")"
    },
    "department": {
      "enum": [
        "executive",
        "finance",
        "hr",
        "it",
        "marketing",
        "operations",
        "sales",
        "legal",
        "management",
        "communication"
      ],
      "type": "string",
      "description": "Filter by department (e.g. \"engineering\", \"sales\", \"marketing\")"
    }
  },
  "additionalProperties": false
}

business.lei.lookup

Full details for a legal entity by 20-character LEI code — legal name, registered address, headquarters, legal form, registration date, renewal date, status. Use LEI from search results (GLEIF)

read-only

Argument	Type	Description
lei*	string	20-character Legal Entity Identifier code (e.g. "HWUPKR0MPOU8FGXBT394" for Apple Inc)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lei"
  ],
  "properties": {
    "lei": {
      "type": "string",
      "maxLength": 20,
      "minLength": 20,
      "description": "20-character Legal Entity Identifier code (e.g. \"HWUPKR0MPOU8FGXBT394\" for Apple Inc)"
    }
  },
  "additionalProperties": false
}

business.lei.relationships

Find the direct parent company of a legal entity by LEI code — returns parent LEI, relationship type, and status. Useful for corporate ownership chain analysis (GLEIF)

read-only

Argument	Type	Description
lei*	string	LEI code to find parent company relationship for

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lei"
  ],
  "properties": {
    "lei": {
      "type": "string",
      "maxLength": 20,
      "minLength": 20,
      "description": "LEI code to find parent company relationship for"
    }
  },
  "additionalProperties": false
}

business.lei.search

Search 2.5M+ legal entities worldwide by name — companies, funds, government bodies across 200+ countries. Returns LEI code, name, country, city, status, entity category. Filter by country. CC0 open data (GLEIF)

read-only

Argument	Type	Description
name*	string	Legal entity name to search (e.g. "Apple", "Goldman Sachs", "Toyota Motor")
limit	integer	Max results (default 10, max 100)
country	string	Filter by ISO 3166-1 alpha-2 country code (e.g. "US", "GB", "JP", "DE")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Legal entity name to search (e.g. \"Apple\", \"Goldman Sachs\", \"Toyota Motor\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max results (default 10, max 100)"
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Filter by ISO 3166-1 alpha-2 country code (e.g. \"US\", \"GB\", \"JP\", \"DE\")"
    }
  },
  "additionalProperties": false
}

business.ukcompany.details

Full details for a UK company by Companies House number — company name, type, status, SIC codes, registered address, accounts due date, confirmation statement due, charges, insolvency history (Companies House UK Gov)

read-only

Argument	Type	Description
company_number*	string	UK Companies House number (e.g. "00048839" for Barclays, "00445790" for Tesco). Get from search results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "company_number"
  ],
  "properties": {
    "company_number": {
      "type": "string",
      "minLength": 1,
      "description": "UK Companies House number (e.g. \"00048839\" for Barclays, \"00445790\" for Tesco). Get from search results"
    }
  },
  "additionalProperties": false
}

business.ukcompany.search

Search the UK Companies House registry by name — returns company number, name, type (plc/ltd), status (active/dissolved), incorporation date, registered address. Covers all companies registered under the Companies Act (Companies House UK Gov)

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Argument	Type	Description
limit	integer	Max results (default 10, max 100)
query*	string	Company name to search (e.g. "Barclays", "Tesco", "ARM Holdings")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max results (default 10, max 100)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Company name to search (e.g. \"Barclays\", \"Tesco\", \"ARM Holdings\")"
    }
  },
  "additionalProperties": false
}

calendar.holidays.by_country

Public holidays for any country and year — 100+ countries, national and regional holidays. Returns date, name (local + English), type. No auth, free, open source (Nager.Date)

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Argument	Type	Description
year	integer	Year (default 2026). Supports 2000-2099.
country_code*	string	ISO 3166-1 alpha-2 country code (e.g. "US", "GB", "DE", "JP", "BR")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2099,
      "minimum": 2000,
      "description": "Year (default 2026). Supports 2000-2099."
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"GB\", \"DE\", \"JP\", \"BR\")"
    }
  },
  "additionalProperties": false
}

calendar.holidays.next

Next upcoming public holidays for a country — useful for scheduling, availability checks, business day calculations. No auth (Nager.Date)

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Argument	Type	Description
country_code*	string	ISO 3166-1 alpha-2 country code (e.g. "US", "FR")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code"
  ],
  "properties": {
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"FR\")"
    }
  },
  "additionalProperties": false
}

calendar.holidays.premium

Public holidays for 230+ countries — national, local, religious, observance types. Filter by month, day, type. 100+ years coverage. More countries than Nager.Date (Calendarific)

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Argument	Type	Description
day	integer	Filter by day (1-31)
type	string	Filter by holiday type
year	integer	Year (default 2026)
month	integer	Filter by month (1-12)
country*	string	ISO 3166-1 alpha-2 country code (e.g. "US", "GB", "DE", "JP", "IN", "BR")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "day": {
      "type": "integer",
      "maximum": 31,
      "minimum": 1,
      "description": "Filter by day (1-31)"
    },
    "type": {
      "enum": [
        "national",
        "local",
        "religious",
        "observance"
      ],
      "type": "string",
      "description": "Filter by holiday type"
    },
    "year": {
      "type": "integer",
      "maximum": 2049,
      "minimum": 2000,
      "description": "Year (default 2026)"
    },
    "month": {
      "type": "integer",
      "maximum": 12,
      "minimum": 1,
      "description": "Filter by month (1-12)"
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"GB\", \"DE\", \"JP\", \"IN\", \"BR\")"
    }
  },
  "additionalProperties": false
}

carbonintensity.energy.current

Get the current national carbon intensity of UK electricity generation from the National Grid ESO. Returns the half-hour period timestamps, forecast intensity in gCO2/kWh, actual intensity in gCO2/kWh (when available), and a qualitative index (very low / low / moderate / high / very high). Data is updated every 30 minutes. Lower values indicate cleaner electricity — useful for smart energy scheduling, EV charging optimisation, and sustainability dashboards. CC BY 4.0, no upstream cost.

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Argument	Type	Description
locale	string	Reserved for future use. Omit for standard response.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Reserved for future use. Omit for standard response."
    }
  },
  "additionalProperties": false
}

carbonintensity.energy.forecast

Get the 24-hour ahead forecast of UK national carbon intensity from the National Grid ESO. Returns up to 48 half-hour periods (fully covering the next 24 hours), each with a forecast intensity in gCO2/kWh and a qualitative index (very low / low / moderate / high / very high). Use the optional periods parameter to limit results (e.g. periods=6 for 3 hours ahead). Ideal for scheduling carbon-intensive workloads, EV charging, or energy storage dispatch at the lowest-carbon future window. CC BY 4.0, no upstream cost.

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Argument	Type	Description
periods	integer	Number of 30-minute forecast periods to return (1–48, default: all 48 covering 24 hours)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "periods": {
      "type": "integer",
      "maximum": 48,
      "minimum": 1,
      "description": "Number of 30-minute forecast periods to return (1–48, default: all 48 covering 24 hours)"
    }
  },
  "additionalProperties": false
}

carbonintensity.energy.generation

Get the current UK national electricity generation mix by fuel source from the National Grid ESO. Returns the percentage contribution of each fuel type: biomass, coal, imports, gas, nuclear, other, hydro, solar, and wind. Data is updated every 30 minutes. Useful for understanding real-time renewable vs fossil fuel share, carbon-aware computing, and energy transition analysis. CC BY 4.0, no upstream cost.

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Argument	Type	Description
locale	string	Reserved for future use. Omit for standard response.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Reserved for future use. Omit for standard response."
    }
  },
  "additionalProperties": false
}

carbonintensity.energy.regional

Get carbon intensity and generation mix for UK electricity distribution regions. Returns data for all 14–18 UK DNO (Distribution Network Operator) regions, or a single region by region ID (1=North Scotland, 2=South Scotland, 3=North West England, 4=North East England, 5=Yorkshire, 6=North Wales & Mersey, 7=South Wales, 8=West Midlands, 9=East Midlands, 10=East England, 11=South West England, 12=South England, 13=London, 14=South East England). Each region includes forecast intensity in gCO2/kWh, qualitative index, and generation mix percentages. Useful for location-aware carbon-minimising energy decisions. CC BY 4.0, no upstream cost.

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Argument	Type	Description
region_id	integer	UK DNO region ID (1–14 for primary regions, up to 18 for all). Omit to return all regions. 1=North Scotland, 2=South Scotland, 3=North West England, 4=North East England, 5=Yorkshire, 6=North Wales & Mersey, 7=South Wales, 8=West Midlands, 9=East Midlands, 10=East England, 11=South West England, 12=South England, 13=London, 14=South East England

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "region_id": {
      "type": "integer",
      "maximum": 18,
      "minimum": 1,
      "description": "UK DNO region ID (1–14 for primary regions, up to 18 for all). Omit to return all regions. 1=North Scotland, 2=South Scotland, 3=North West England, 4=North East England, 5=Yorkshire, 6=North Wales & Mersey, 7=South Wales, 8=West Midlands, 9=East Midlands, 10=East England, 11=South West England, 12=South England, 13=London, 14=South East England"
    }
  },
  "additionalProperties": false
}

cbs.catalog.search

Search the Statistics Netherlands (CBS) open data catalog of 5900+ statistical datasets covering population, economy, labor market, health, education, environment, and more. Returns table identifiers needed for table_info, table_properties, and table_data queries. Filter by keyword (e.g. "bevolking", "werkloosheid", "bbp"), publication frequency (annual/quarterly/monthly), or language. Results ordered by most recently updated. Source: opendata.cbs.nl — CC BY 4.0, no auth, unlimited free access.

read-only

Argument	Type	Description
skip	integer	Number of results to skip for pagination (default 0).
limit	integer	Number of results to return (1–50, default 10).
query	string	Keyword to search in CBS table titles and descriptions (e.g. "population", "unemployment", "gdp"). Leave empty to list the most recently updated tables.
language	string	Filter by language of the table metadata: nl (Dutch, default) or en (English). English tables are a subset.
frequency	string	Filter by publication frequency: Perjaar (annual), Kwartaal (quarterly), Maand (monthly), Onregelmatig (irregular).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Keyword to search in CBS table titles and descriptions (e.g. \"population\", \"unemployment\", \"gdp\"). Leave empty to list the most recently updated tables."
    },
    "language": {
      "enum": [
        "nl",
        "en"
      ],
      "type": "string",
      "description": "Filter by language of the table metadata: nl (Dutch, default) or en (English). English tables are a subset."
    },
    "frequency": {
      "enum": [
        "Perjaar",
        "Kwartaal",
        "Maand",
        "Onregelmatig"
      ],
      "type": "string",
      "description": "Filter by publication frequency: Perjaar (annual), Kwartaal (quarterly), Maand (monthly), Onregelmatig (irregular)."
    }
  },
  "additionalProperties": false
}

cbs.table.data

Query statistical data from a CBS Netherlands table using OData filters. Supports $filter (e.g. "Perioden eq '2023JJ00'" for annual 2023, "RegioS eq 'NL00 '" for national), $select (specific columns), $top (max 100 records), and $skip (pagination). Returns typed data rows with all dimension and topic values. Use table_properties first to discover available columns and valid filter values. Annual period codes use format YYYY + JJ00 (e.g. 2023JJ00). Source: opendata.cbs.nl — CC BY 4.0, no auth, unlimited free access.

read-only

Argument	Type	Description
skip	integer	Number of records to skip for pagination (default 0).
limit	integer	Number of data records to return (1–100, default 10).
filter	string	OData $filter expression to narrow results (e.g. "Perioden eq '2023JJ00'" for annual 2023 data, or "RegioS eq 'NL00 '" for national totals). Use values from the table's dimension endpoints.
select	string	Comma-separated list of columns to include (e.g. "Perioden, RegioS, Bevolking_1"). Reduces response size for wide tables. Omit to return all columns.
table_id*	string	CBS table identifier (e.g. "83583NED"). Use catalog_search to find a table, then table_properties to discover its columns.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_id"
  ],
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of records to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of data records to return (1–100, default 10)."
    },
    "filter": {
      "type": "string",
      "description": "OData $filter expression to narrow results (e.g. \"Perioden eq '2023JJ00'\" for annual 2023 data, or \"RegioS eq 'NL00  '\" for national totals). Use values from the table's dimension endpoints."
    },
    "select": {
      "type": "string",
      "description": "Comma-separated list of columns to include (e.g. \"Perioden, RegioS, Bevolking_1\"). Reduces response size for wide tables. Omit to return all columns."
    },
    "table_id": {
      "type": "string",
      "minLength": 1,
      "description": "CBS table identifier (e.g. \"83583NED\"). Use catalog_search to find a table, then table_properties to discover its columns."
    }
  },
  "additionalProperties": false
}

cbs.table.info

Get metadata for a specific CBS Netherlands statistical table by its identifier (e.g. "83583NED"). Returns full title, description, time period covered (e.g. 2010–2024), publication frequency, number of records, data source, output status (provisional/final), and the API URL for data access. Use catalog_search first to discover table identifiers. Source: opendata.cbs.nl — CC BY 4.0, no auth, unlimited free access.

read-only

Argument	Type	Description
table_id*	string	CBS table identifier returned by catalog_search (e.g. "83583NED", "37556"). Used to retrieve metadata about a specific statistical dataset.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_id"
  ],
  "properties": {
    "table_id": {
      "type": "string",
      "minLength": 1,
      "description": "CBS table identifier returned by catalog_search (e.g. \"83583NED\", \"37556\"). Used to retrieve metadata about a specific statistical dataset."
    }
  },
  "additionalProperties": false
}

cbs.table.properties

Get the column schema for a CBS Netherlands statistical table — dimension keys, topic keys, data types (TimeDimension, GeoDimension, Topic, TopicGroup), titles, units, and decimal precision. Essential before querying table_data: reveals the exact field names and filter values available. For example, a population table has Perioden (time), RegioS (region), and numeric topic columns. Source: opendata.cbs.nl — CC BY 4.0, no auth, unlimited free access.

read-only

Argument	Type	Description
table_id*	string	CBS table identifier (e.g. "83583NED"). Returns the column schema (keys, types, titles, units) so you know which fields to use in table_data queries.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_id"
  ],
  "properties": {
    "table_id": {
      "type": "string",
      "minLength": 1,
      "description": "CBS table identifier (e.g. \"83583NED\"). Returns the column schema (keys, types, titles, units) so you know which fields to use in table_data queries."
    }
  },
  "additionalProperties": false
}

cdc.health.datasets

Search 1,400+ CDC public health datasets — COVID-19, chronic disease, vaccination, mortality, birth/death statistics, environmental health. Returns dataset ID, name, description, category. Use dataset IDs with cdc.query to fetch data (US Gov)

read-only

Argument	Type	Description
limit	integer	Number of results (1-50, default 20)
query	string	Search keyword (e.g. "covid deaths", "vaccination rates", "chronic disease", "mortality")
category	string	Dataset category filter (e.g. "NCHS", "COVID-19", "Chronic Disease Indicators")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results (1-50, default 20)"
    },
    "query": {
      "type": "string",
      "description": "Search keyword (e.g. \"covid deaths\", \"vaccination rates\", \"chronic disease\", \"mortality\")"
    },
    "category": {
      "type": "string",
      "description": "Dataset category filter (e.g. \"NCHS\", \"COVID-19\", \"Chronic Disease Indicators\")"
    }
  },
  "additionalProperties": false
}

cdc.health.query

Query a specific CDC dataset using SoQL filters — filter by state, year, age group, condition. Returns structured rows with column names. Supports WHERE, SELECT, ORDER, GROUP BY. Use cdc.datasets to find dataset IDs first (US Gov, Socrata SODA API)

read-only

Argument	Type	Description
group	string	Group by columns for aggregation (e.g. "state" with select "state, SUM(deaths)")
limit	integer	Max rows to return (1-1000, default 100)
order	string	Sort order (e.g. "year DESC", "deaths DESC"). Default: dataset default order.
where	string	SoQL WHERE clause filter (e.g. "state='CA'", "year > 2020", "age_group='65+'")
select	string	Columns to return, comma-separated (e.g. "state, year, deaths"). Default: all columns.
dataset_id*	string	CDC dataset ID in xxxx-xxxx format (e.g. "9bhg-hcku" for COVID deaths). Use cdc.datasets to find IDs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_id"
  ],
  "properties": {
    "group": {
      "type": "string",
      "description": "Group by columns for aggregation (e.g. \"state\" with select \"state, SUM(deaths)\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Max rows to return (1-1000, default 100)"
    },
    "order": {
      "type": "string",
      "description": "Sort order (e.g. \"year DESC\", \"deaths DESC\"). Default: dataset default order."
    },
    "where": {
      "type": "string",
      "description": "SoQL WHERE clause filter (e.g. \"state='CA'\", \"year > 2020\", \"age_group='65+'\")"
    },
    "select": {
      "type": "string",
      "description": "Columns to return, comma-separated (e.g. \"state, year, deaths\"). Default: all columns."
    },
    "dataset_id": {
      "type": "string",
      "pattern": "^[a-z0-9]{4}-[a-z0-9]{4}$",
      "description": "CDC dataset ID in xxxx-xxxx format (e.g. \"9bhg-hcku\" for COVID deaths). Use cdc.datasets to find IDs."
    }
  },
  "additionalProperties": false
}

cdc_chronic.disease.indicators

Query the CDC U.S. Chronic Disease Indicators (CDI) dataset covering 19 chronic disease topics (diabetes, cardiovascular, cancer, asthma, tobacco, alcohol, arthritis, COPD, mental health, etc.) across all 50 US states + DC and national level. Filter by topic ID (e.g. DIA, CVD, TOB), specific question ID, state abbreviation (e.g. CA, TX, US for national), year range, and demographic stratification (Overall, Female, Male, age groups, race/ethnicity). Returns prevalence rates, confidence intervals, data source, and stratification. 398K records, data through 2023. Source: CDC CDI Socrata dataset hksd-2xuw. No auth — US Gov public domain.

read-only

Argument	Type	Description
limit	integer	Maximum number of indicator records to return (1–200, default 25).
location	string	US state abbreviation (e.g. "CA", "TX", "NY") or "US" for national-level data. Two-letter FIPS abbreviation.
topic_id	string	Topic ID to filter by. Options: ALC=Alcohol, ART=Arthritis, AST=Asthma, CAN=Cancer, CHC=Cognitive Health, CKD=Chronic Kidney Disease, COPD=COPD, CVD=Cardiovascular, DIA=Diabetes, DIS=Disability, HEA=Health Status, IMM=Immunization, MAT=Maternal Health, MEN=Mental Health, NMED=Non-Medical Factors, NPAW=Nutrition/Physical Activity/Weight, ORH=Oral Health, SLEP=Sleep, TOB=Tobacco.
year_end	integer	Latest year to include (e.g. 2023). Must be >= year_start. Defaults to all available years.
year_start	integer	Earliest year to include (e.g. 2020). Data ranges from ~2010 to 2023. Defaults to all available years.
question_id	string	Specific question ID to retrieve (e.g. "DIA01" for diabetes prevalence, "TOB04" for cigarette smoking, "CVD01" for high blood pressure). Combine with topic_id or use alone.
stratification_id	string	Stratification (demographic subgroup) ID. OVR=Overall (default aggregate), SEXF=Female, SEXM=Male, AGE1844=Age 18-44, AGE4564=Age 45-64, AGE65P=Age 65+, WHT=White non-Hispanic, BLK=Black non-Hispanic, HIS=Hispanic, ASN=Asian non-Hispanic, AIAN=American Indian/Alaska Native, HAPI=Native Hawaiian/Pacific Islander, MRC=Multiracial non-Hispanic.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of indicator records to return (1–200, default 25)."
    },
    "location": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state abbreviation (e.g. \"CA\", \"TX\", \"NY\") or \"US\" for national-level data. Two-letter FIPS abbreviation."
    },
    "topic_id": {
      "enum": [
        "ALC",
        "ART",
        "AST",
        "CAN",
        "CHC",
        "CKD",
        "COPD",
        "CVD",
        "DIA",
        "DIS",
        "HEA",
        "IMM",
        "MAT",
        "MEN",
        "NMED",
        "NPAW",
        "ORH",
        "SLEP",
        "TOB"
      ],
      "type": "string",
      "description": "Topic ID to filter by. Options: ALC=Alcohol, ART=Arthritis, AST=Asthma, CAN=Cancer, CHC=Cognitive Health, CKD=Chronic Kidney Disease, COPD=COPD, CVD=Cardiovascular, DIA=Diabetes, DIS=Disability, HEA=Health Status, IMM=Immunization, MAT=Maternal Health, MEN=Mental Health, NMED=Non-Medical Factors, NPAW=Nutrition/Physical Activity/Weight, ORH=Oral Health, SLEP=Sleep, TOB=Tobacco."
    },
    "year_end": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 2010,
      "description": "Latest year to include (e.g. 2023). Must be >= year_start. Defaults to all available years."
    },
    "year_start": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 2010,
      "description": "Earliest year to include (e.g. 2020). Data ranges from ~2010 to 2023. Defaults to all available years."
    },
    "question_id": {
      "type": "string",
      "description": "Specific question ID to retrieve (e.g. \"DIA01\" for diabetes prevalence, \"TOB04\" for cigarette smoking, \"CVD01\" for high blood pressure). Combine with topic_id or use alone."
    },
    "stratification_id": {
      "enum": [
        "OVR",
        "SEXF",
        "SEXM",
        "AGE0_44",
        "AGE1844",
        "AGE4564",
        "AGE65P",
        "WHT",
        "BLK",
        "HIS",
        "ASN",
        "AIAN",
        "HAPI",
        "MRC"
      ],
      "type": "string",
      "description": "Stratification (demographic subgroup) ID. OVR=Overall (default aggregate), SEXF=Female, SEXM=Male, AGE1844=Age 18-44, AGE4564=Age 45-64, AGE65P=Age 65+, WHT=White non-Hispanic, BLK=Black non-Hispanic, HIS=Hispanic, ASN=Asian non-Hispanic, AIAN=American Indian/Alaska Native, HAPI=Native Hawaiian/Pacific Islander, MRC=Multiracial non-Hispanic."
    }
  },
  "additionalProperties": false
}

cdc_chronic.disease.state_compare

Compare a chronic disease indicator across all US states for a given year. Returns the value for each state (prevalence %, rate, or count) plus the 5 highest and 5 lowest states for quick ranking. Requires a question_id (e.g. "DIA01" for diabetes prevalence, "TOB04" for smoking, "CVD01" for high blood pressure). Optional year (default most recent 2023) and demographic stratification. Useful for geographic health disparity analysis and policy research. Source: CDC CDI Socrata dataset hksd-2xuw. No auth — US Gov public domain.

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Argument	Type	Description
year	integer	Data year for comparison (e.g. 2023). Defaults to most recent available year (2023 or later). All states return the same year for a fair comparison.
question_id	string	Question ID to compare across states (e.g. "DIA01" for diabetes prevalence, "TOB04" for smoking, "CVD01" for high blood pressure, "AST01" for asthma prevalence). Use cdc_chronic.topics to find valid IDs. Defaults to "DIA01".
stratification_id	string	Demographic subgroup to compare. OVR=Overall (default, all adults), SEXF=Female, SEXM=Male, WHT=White non-Hispanic, BLK=Black non-Hispanic, HIS=Hispanic, AGE65P=Age 65+, etc.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 2010,
      "description": "Data year for comparison (e.g. 2023). Defaults to most recent available year (2023 or later). All states return the same year for a fair comparison."
    },
    "question_id": {
      "type": "string",
      "description": "Question ID to compare across states (e.g. \"DIA01\" for diabetes prevalence, \"TOB04\" for smoking, \"CVD01\" for high blood pressure, \"AST01\" for asthma prevalence). Use cdc_chronic.topics to find valid IDs. Defaults to \"DIA01\"."
    },
    "stratification_id": {
      "enum": [
        "OVR",
        "SEXF",
        "SEXM",
        "AGE0_44",
        "AGE1844",
        "AGE4564",
        "AGE65P",
        "WHT",
        "BLK",
        "HIS",
        "ASN",
        "AIAN",
        "HAPI",
        "MRC"
      ],
      "type": "string",
      "description": "Demographic subgroup to compare. OVR=Overall (default, all adults), SEXF=Female, SEXM=Male, WHT=White non-Hispanic, BLK=Black non-Hispanic, HIS=Hispanic, AGE65P=Age 65+, etc."
    }
  },
  "additionalProperties": false
}

cdc_chronic.disease.topics

List all available chronic disease topics and their associated indicator questions in the CDC CDI dataset. Returns topic IDs (e.g. DIA=Diabetes, CVD=Cardiovascular, TOB=Tobacco) and question IDs (e.g. DIA01=Diabetes prevalence, TOB04=Cigarette smoking, CVD01=High blood pressure) needed for other cdc_chronic tools. Optionally filter to a single topic. 19 topics, 100+ indicator questions. Source: CDC CDI Socrata dataset hksd-2xuw. No auth — US Gov public domain.

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Argument	Type	Description
topic_id	string	Filter by a single topic to see only its questions. Omit to list all 19 topics with their questions. Options: ALC=Alcohol, ART=Arthritis, AST=Asthma, CAN=Cancer, CHC=Cognitive Health, CKD=Chronic Kidney Disease, COPD=COPD, CVD=Cardiovascular, DIA=Diabetes, DIS=Disability, HEA=Health Status, IMM=Immunization, MAT=Maternal Health, MEN=Mental Health, NMED=Non-Medical Factors, NPAW=Nutrition/Physical Activity/Weight, ORH=Oral Health, SLEP=Sleep, TOB=Tobacco.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "topic_id": {
      "enum": [
        "ALC",
        "ART",
        "AST",
        "CAN",
        "CHC",
        "CKD",
        "COPD",
        "CVD",
        "DIA",
        "DIS",
        "HEA",
        "IMM",
        "MAT",
        "MEN",
        "NMED",
        "NPAW",
        "ORH",
        "SLEP",
        "TOB"
      ],
      "type": "string",
      "description": "Filter by a single topic to see only its questions. Omit to list all 19 topics with their questions. Options: ALC=Alcohol, ART=Arthritis, AST=Asthma, CAN=Cancer, CHC=Cognitive Health, CKD=Chronic Kidney Disease, COPD=COPD, CVD=Cardiovascular, DIA=Diabetes, DIS=Disability, HEA=Health Status, IMM=Immunization, MAT=Maternal Health, MEN=Mental Health, NMED=Non-Medical Factors, NPAW=Nutrition/Physical Activity/Weight, ORH=Oral Health, SLEP=Sleep, TOB=Tobacco."
    }
  },
  "additionalProperties": false
}

cdc_chronic.disease.trend

Retrieve multi-year trend data for a specific chronic disease indicator at the national or state level. Returns annual values with confidence intervals so you can track how a metric changes over time (e.g. declining smoking rates, rising obesity, improving diabetes control). Filter by question ID, location (state abbreviation or "US" for national), demographic subgroup, and value type (crude prevalence, age-adjusted prevalence, rate per 100K, number). Data from ~2010 to 2023. Source: CDC CDI Socrata dataset hksd-2xuw. No auth — US Gov public domain.

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Argument	Type	Description
limit	integer	Maximum number of annual data points to return (1–50, default 20). Returns most recent years first.
location	string	US state abbreviation (e.g. "CA", "TX", "FL") or "US" for national trend. Defaults to "US" for national-level data.
question_id	string	Question ID to retrieve trend data for (e.g. "TOB04" for cigarette smoking, "DIA01" for diabetes, "CVD01" for high blood pressure, "CAN01" for cancer screening). Use cdc_chronic.topics to find valid IDs. Defaults to "TOB04".
value_type_id	string	Data value type to filter on. CRDPREV=Crude Prevalence (%, unadjusted), AGEADJPREV=Age-adjusted Prevalence (%, adjusted), NMBR=Number (absolute count), CRDRATE=Crude Rate (per 100K), AGEADJRATE=Age-adjusted Rate (per 100K), PCT=Percentage.
stratification_id	string	Demographic subgroup for trend. OVR=Overall, SEXF=Female, SEXM=Male, BLK=Black non-Hispanic, HIS=Hispanic, etc. Omit for all subgroups.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of annual data points to return (1–50, default 20). Returns most recent years first."
    },
    "location": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state abbreviation (e.g. \"CA\", \"TX\", \"FL\") or \"US\" for national trend. Defaults to \"US\" for national-level data."
    },
    "question_id": {
      "type": "string",
      "description": "Question ID to retrieve trend data for (e.g. \"TOB04\" for cigarette smoking, \"DIA01\" for diabetes, \"CVD01\" for high blood pressure, \"CAN01\" for cancer screening). Use cdc_chronic.topics to find valid IDs. Defaults to \"TOB04\"."
    },
    "value_type_id": {
      "enum": [
        "CRDPREV",
        "AGEADJPREV",
        "NMBR",
        "CRDRATE",
        "AGEADJRATE",
        "PCT"
      ],
      "type": "string",
      "description": "Data value type to filter on. CRDPREV=Crude Prevalence (%, unadjusted), AGEADJPREV=Age-adjusted Prevalence (%, adjusted), NMBR=Number (absolute count), CRDRATE=Crude Rate (per 100K), AGEADJRATE=Age-adjusted Rate (per 100K), PCT=Percentage."
    },
    "stratification_id": {
      "enum": [
        "OVR",
        "SEXF",
        "SEXM",
        "AGE0_44",
        "AGE1844",
        "AGE4564",
        "AGE65P",
        "WHT",
        "BLK",
        "HIS",
        "ASN",
        "AIAN",
        "HAPI",
        "MRC"
      ],
      "type": "string",
      "description": "Demographic subgroup for trend. OVR=Overall, SEXF=Female, SEXM=Male, BLK=Black non-Hispanic, HIS=Hispanic, etc. Omit for all subgroups."
    }
  },
  "additionalProperties": false
}

celestrak.satellite.group

Retrieve TLE orbital element sets for an entire predefined satellite group from CelesTrak. Returns all satellites in the group with NORAD catalog number, international designator, epoch, and full orbital parameters. Supported groups: "stations" (ISS, CSS, Tiangong), "starlink" (SpaceX constellation ~6000 sats), "active" (all active satellites ~7000), "gps-ops" (GPS operational), "glo-ops" (GLONASS), "galileo" (EU), "beidou" (Chinese), "weather" (all weather satellites), "noaa" (NOAA series), "goes" (GOES geostationary weather), "geo" (all geostationary), "amateur" (amateur radio), "cubesat" (CubeSats), "last-30-days" (recent launches), "iridium", "iridium-NEXT", "globalstar", "orbcomm", "oneweb", "intelsat", "ses", "planet", "spire". Data from US Space Force, no auth required.

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Argument	Type	Description
group*	string	Predefined satellite group. Key groups: "stations" (ISS, CSS, Tiangong), "starlink" (SpaceX Starlink ~6000 sats), "active" (all active satellites ~7000), "gps-ops" (GPS operational), "glo-ops" (GLONASS), "galileo" (EU Galileo), "beidou" (Chinese BeiDou), "weather" (weather satellites), "noaa" (NOAA weather), "goes" (GOES geostationary weather), "geo" (all geostationary), "amateur" (amateur radio), "cubesat" (CubeSats), "last-30-days" (recent launches), "starlink", "oneweb", "iridium", "iridium-NEXT", "globalstar", "orbcomm", "intelsat", "ses", "planet", "spire", "sarsat", "dmc", "tdrss", "argos", "resource", "analyst".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "group"
  ],
  "properties": {
    "group": {
      "enum": [
        "stations",
        "weather",
        "noaa",
        "goes",
        "resource",
        "sarsat",
        "dmc",
        "tdrss",
        "argos",
        "planet",
        "spire",
        "geo",
        "intelsat",
        "ses",
        "iridium",
        "iridium-NEXT",
        "starlink",
        "oneweb",
        "orbcomm",
        "globalstar",
        "amateur",
        "cubesat",
        "other",
        "last-30-days",
        "active",
        "analyst",
        "gps-ops",
        "glo-ops",
        "galileo",
        "beidou",
        "sbas"
      ],
      "type": "string",
      "description": "Predefined satellite group. Key groups: \"stations\" (ISS, CSS, Tiangong), \"starlink\" (SpaceX Starlink ~6000 sats), \"active\" (all active satellites ~7000), \"gps-ops\" (GPS operational), \"glo-ops\" (GLONASS), \"galileo\" (EU Galileo), \"beidou\" (Chinese BeiDou), \"weather\" (weather satellites), \"noaa\" (NOAA weather), \"goes\" (GOES geostationary weather), \"geo\" (all geostationary), \"amateur\" (amateur radio), \"cubesat\" (CubeSats), \"last-30-days\" (recent launches), \"starlink\", \"oneweb\", \"iridium\", \"iridium-NEXT\", \"globalstar\", \"orbcomm\", \"intelsat\", \"ses\", \"planet\", \"spire\", \"sarsat\", \"dmc\", \"tdrss\", \"argos\", \"resource\", \"analyst\"."
    }
  },
  "additionalProperties": false
}

celestrak.satellite.intdes

Look up satellite orbital elements using the international designator (COSPAR ID / Harvard designation). Returns orbital element sets for all objects associated with the designator: primary payload (suffix A), rocket body (B), and debris fragments (C onward). Format is YYYY-NNNX where YYYY=launch year, NNN=launch number of year (zero-padded to 3 digits), X=piece letter. Examples: "1998-067A" (ISS ZARYA module launched 1998, 67th launch, primary payload), "1990-037B" (Hubble Space Telescope), "2019-029B" (Starlink batch 1 rocket body). Useful when you know the mission designator but not the NORAD catalog number. Data from US Space Force via CelesTrak.

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Argument	Type	Description
intdes*	string	International designator (COSPAR ID) for the launch or object. Format: YYYY-NNNX where YYYY is launch year, NNN is launch number of that year (3 digits), and X is the piece letter (A=primary payload). Examples: "1998-067A" (ISS ZARYA module), "1990-037B" (Hubble Space Telescope), "2019-029B" (Starlink batch 1). The suffix letter distinguishes primary payload (A), rocket body (B), debris (C onward).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "intdes"
  ],
  "properties": {
    "intdes": {
      "type": "string",
      "description": "International designator (COSPAR ID) for the launch or object. Format: YYYY-NNNX where YYYY is launch year, NNN is launch number of that year (3 digits), and X is the piece letter (A=primary payload). Examples: \"1998-067A\" (ISS ZARYA module), \"1990-037B\" (Hubble Space Telescope), \"2019-029B\" (Starlink batch 1). The suffix letter distinguishes primary payload (A), rocket body (B), debris (C onward)."
    }
  },
  "additionalProperties": false
}

celestrak.satellite.search

Search the NORAD satellite catalog by name substring (case-insensitive). Returns all satellites whose name contains the query string, each with NORAD catalog number, international designator (COSPAR ID), epoch, and full orbital element set. Useful for finding the NORAD IDs and TLEs of satellites by operator or mission name (e.g. "STARLINK" returns all ~6000 Starlink satellites, "NOAA" returns NOAA weather sats, "GPS" returns GPS block satellites, "FENGYUN" returns Chinese weather satellites, "ISS" returns ISS modules). Data from US Space Force via CelesTrak, no auth required.

read-only

Argument	Type	Description
name*	string	Satellite name substring to search (case-insensitive). Examples: "ISS", "STARLINK", "GPS", "NOAA", "GOES", "HUBBLE", "FENGYUN". Returns all satellites whose name contains this string. Minimum 2 characters.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 2,
      "description": "Satellite name substring to search (case-insensitive). Examples: \"ISS\", \"STARLINK\", \"GPS\", \"NOAA\", \"GOES\", \"HUBBLE\", \"FENGYUN\". Returns all satellites whose name contains this string. Minimum 2 characters."
    }
  },
  "additionalProperties": false
}

celestrak.satellite.tle

Retrieve the current Two-Line Element (TLE) orbital data for a specific satellite using its NORAD catalog number. Returns the full GP (General Perturbations) element set: epoch, inclination, RAAN, eccentricity, argument of perigee, mean anomaly, mean motion (revolutions/day), B* drag coefficient, and computed orbital period in minutes. Data is sourced from the US Space Force 18th Space Control Squadron via CelesTrak. Useful for orbital mechanics calculations, satellite pass predictions, and tracking any of the 27,000+ catalogued space objects. Popular NORAD IDs: 25544 (ISS), 20580 (Hubble), 33591 (NOAA-18).

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Argument	Type	Description
catnr*	string \| number	NORAD catalog number (satellite ID). Examples: 25544 (ISS), 20580 (Hubble Space Telescope), 48274 (Starlink-1007). Integer between 1 and 99999. Obtain from celestrak.satellite.search or celestrak.satellite.group.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "catnr"
  ],
  "properties": {
    "catnr": {
      "type": [
        "string",
        "number"
      ],
      "description": "NORAD catalog number (satellite ID). Examples: 25544 (ISS), 20580 (Hubble Space Telescope), 48274 (Starlink-1007). Integer between 1 and 99999. Obtain from celestrak.satellite.search or celestrak.satellite.group."
    }
  },
  "additionalProperties": false
}

census.data.demographics

Get demographic composition for any US geography — median age, race (white/Black/Asian), Hispanic/Latino population, and bachelor's degree attainment. Source: ACS 5-year estimates (US Census Bureau). Useful for market research, policy analysis, and neighborhood profiling.

read-only

Argument	Type	Description
year	integer	Survey year (default 2022). ACS 5-year estimates available 2010-2022.
state_fips*	string	US state FIPS code (e.g. 06 for California, 36 for New York, * for all states)
county_fips	string	County FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state_fips"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2023,
      "minimum": 2010,
      "description": "Survey year (default 2022). ACS 5-year estimates available 2010-2022."
    },
    "state_fips": {
      "type": "string",
      "maxLength": 2,
      "minLength": 1,
      "description": "US state FIPS code (e.g. 06 for California, 36 for New York, * for all states)"
    },
    "county_fips": {
      "type": "string",
      "description": "County FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data."
    }
  },
  "additionalProperties": false
}

census.data.economic

Get economic indicators for any US geography — median household income, population in poverty, and unemployed count. Source: ACS 5-year estimates (US Census Bureau). Key data for market sizing, real estate analysis, and business location intelligence.

read-only

Argument	Type	Description
year	integer	Survey year (default 2022). ACS 5-year estimates available 2010-2022.
state_fips*	string	US state FIPS code (e.g. 06 for California, 36 for New York, * for all states)
county_fips	string	County FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state_fips"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2023,
      "minimum": 2010,
      "description": "Survey year (default 2022). ACS 5-year estimates available 2010-2022."
    },
    "state_fips": {
      "type": "string",
      "maxLength": 2,
      "minLength": 1,
      "description": "US state FIPS code (e.g. 06 for California, 36 for New York, * for all states)"
    },
    "county_fips": {
      "type": "string",
      "description": "County FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data."
    }
  },
  "additionalProperties": false
}

census.data.housing

Get housing statistics for any US geography — total units, median home value, median rent, owner-occupied vs renter-occupied counts. Source: ACS 5-year estimates (US Census Bureau). Essential for real estate agents, property valuations, and housing market analysis.

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Argument	Type	Description
year	integer	Survey year (default 2022). ACS 5-year estimates available 2010-2022.
state_fips*	string	US state FIPS code (e.g. 06 for California, 36 for New York, * for all states)
county_fips	string	County FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state_fips"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2023,
      "minimum": 2010,
      "description": "Survey year (default 2022). ACS 5-year estimates available 2010-2022."
    },
    "state_fips": {
      "type": "string",
      "maxLength": 2,
      "minLength": 1,
      "description": "US state FIPS code (e.g. 06 for California, 36 for New York, * for all states)"
    },
    "county_fips": {
      "type": "string",
      "description": "County FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data."
    }
  },
  "additionalProperties": false
}

census.data.population

Get population counts for any US geography by FIPS code — total, male, female. Covers all 50 states, 3,000+ counties, and sub-county areas. Source: American Community Survey 5-year estimates (US Census Bureau). Public domain, updated annually.

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Argument	Type	Description
year	integer	Survey year (default 2022). ACS 5-year estimates available 2010-2022.
state_fips*	string	US state FIPS code (e.g. 06 for California, 36 for New York, * for all states)
county_fips	string	County FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state_fips"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2023,
      "minimum": 2010,
      "description": "Survey year (default 2022). ACS 5-year estimates available 2010-2022."
    },
    "state_fips": {
      "type": "string",
      "maxLength": 2,
      "minLength": 1,
      "description": "US state FIPS code (e.g. 06 for California, 36 for New York, * for all states)"
    },
    "county_fips": {
      "type": "string",
      "description": "County FIPS code within the state (e.g. 037 for Los Angeles, * for all counties). Omit for state-level data."
    }
  },
  "additionalProperties": false
}

censusmapper.census.get_data

Fetch Canadian census values (Statistics Canada) for chosen regions and census vectors, aggregated at a geographic level (province, CMA, census division, subdivision, tract, dissemination area). Returns one row per geography with a column per vector plus population, dwellings and area. Source: Statistics Canada Census; quota 500 region ids/day.

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Argument	Type	Description
level*	string	Geographic aggregation level of the returned rows: Regions (the listed regions themselves), PR, CMA, CD, CSD, CT, DA or DB
dataset*	string	Census dataset id from censusmapper.list_datasets (e.g. "CA21", "CA16", "CA11")
regions*	object	Census regions to query, keyed by level with arrays of region ids (e.g. {"CMA":["35535"]} for Toronto, {"PR":["35"]} for Ontario)
vectors*	array	Census vector ids to return (e.g. ["v_CA21_1","v_CA21_6"] = population 2021, 2016)
max_rows	integer	Maximum number of rows to return (1-1000, default 200)
geo_hierarchy	boolean	Include the parent geography hierarchy columns in each row (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset",
    "level",
    "regions",
    "vectors"
  ],
  "properties": {
    "level": {
      "enum": [
        "Regions",
        "PR",
        "CMA",
        "CD",
        "CSD",
        "CT",
        "DA",
        "DB"
      ],
      "type": "string",
      "description": "Geographic aggregation level of the returned rows: Regions (the listed regions themselves), PR, CMA, CD, CSD, CT, DA or DB"
    },
    "dataset": {
      "type": "string",
      "pattern": "^[A-Za-z0-9_]+$",
      "maxLength": 20,
      "minLength": 1,
      "description": "Census dataset id from censusmapper.list_datasets (e.g. \"CA21\", \"CA16\", \"CA11\")"
    },
    "regions": {
      "type": "object",
      "description": "Census regions to query, keyed by level with arrays of region ids (e.g. {\"CMA\":[\"35535\"]} for Toronto, {\"PR\":[\"35\"]} for Ontario)",
      "additionalProperties": {
        "type": "array",
        "items": {
          "type": "string",
          "maxLength": 20,
          "minLength": 1
        },
        "maxItems": 20,
        "minItems": 1
      }
    },
    "vectors": {
      "type": "array",
      "items": {
        "type": "string",
        "pattern": "^v_[A-Za-z0-9]+_\\d+$"
      },
      "maxItems": 20,
      "minItems": 1,
      "description": "Census vector ids to return (e.g. [\"v_CA21_1\",\"v_CA21_6\"] = population 2021, 2016)"
    },
    "max_rows": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of rows to return (1-1000, default 200)"
    },
    "geo_hierarchy": {
      "type": "boolean",
      "description": "Include the parent geography hierarchy columns in each row (default false)"
    }
  },
  "additionalProperties": false
}

censusmapper.census.list_datasets

List the Canadian census datasets available through CensusMapper (1996 to 2021 Statistics Canada censuses) with their dataset ids, descriptions and references. Use the dataset id with censusmapper.data. Source: Statistics Canada.

read-only

Argument	Type	Description
query	string	Case-insensitive text filter over dataset id and description (e.g. "2021")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 50,
      "description": "Case-insensitive text filter over dataset id and description (e.g. \"2021\")"
    }
  },
  "additionalProperties": false
}

cernopendata.datasets.browse

Browse and filter CERN Open Data collision and simulated datasets by experiment, publication year, collision energy, and keyword. Returns only records of type Dataset (66,000+ datasets). Useful for finding specific NanoAOD or MiniAOD simulation samples, real collision data, or derived datasets for a given LHC run period. LHC Run 1 data: 2010–2012 at 7–8 TeV; Run 2 data: 2015–2016 at 13 TeV. Experiments: CMS (57K+), ALICE (171), ATLAS (184), LHCb (7K+), DELPHI (12K+). Supports pagination for large result sets.

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Argument	Type	Description
q	string	Keyword filter within datasets (e.g. "NanoAOD", "MiniAOD", "Higgs")
page	integer	Page number for pagination (default 1)
year	string	Filter by publication year (e.g. "2015", "2016", "2012"). LHC Run 1: 2010–2013, Run 2: 2015–2016.
limit	integer	Number of datasets to return (1–25, default 10)
experiment	string	Filter by CERN experiment. CMS has 57K+ datasets, LHCb has 7K+, DELPHI has 12K+.
collision_energy	string	Filter by collision energy (e.g. "13TeV", "8TeV", "7TeV"). Run 2 used 13 TeV, Run 1 used 7–8 TeV.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Keyword filter within datasets (e.g. \"NanoAOD\", \"MiniAOD\", \"Higgs\")"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)"
    },
    "year": {
      "type": "string",
      "description": "Filter by publication year (e.g. \"2015\", \"2016\", \"2012\"). LHC Run 1: 2010–2013, Run 2: 2015–2016."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of datasets to return (1–25, default 10)"
    },
    "experiment": {
      "enum": [
        "CMS",
        "ATLAS",
        "ALICE",
        "LHCb",
        "DELPHI",
        "JADE",
        "OPERA",
        "TOTEM",
        "PHENIX"
      ],
      "type": "string",
      "description": "Filter by CERN experiment. CMS has 57K+ datasets, LHCb has 7K+, DELPHI has 12K+."
    },
    "collision_energy": {
      "type": "string",
      "description": "Filter by collision energy (e.g. \"13TeV\", \"8TeV\", \"7TeV\"). Run 2 used 13 TeV, Run 1 used 7–8 TeV."
    }
  },
  "additionalProperties": false
}

cernopendata.glossary.lookup

Look up particle physics and high-energy physics (HEP) terms from the CERN Open Data glossary of 1,000+ terms. Returns matching entries with the term name, all known aliases/synonyms, a plain-text definition, category (generic, cms, etc.), related terms (see_also), and Wikipedia/external links. Ideal for AI agents that need to explain or understand HEP concepts like "quark", "hadron", "luminosity", "trigger", "AOD", "CMSSW", "jet", "b-tagging", or any other particle physics terminology.

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Argument	Type	Description
term*	string	Physics term to look up in the HEP glossary (e.g. "quark", "hadron", "luminosity", "jet", "muon")
limit	integer	Maximum number of matching terms to return (1–25, default 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "term"
  ],
  "properties": {
    "term": {
      "type": "string",
      "description": "Physics term to look up in the HEP glossary (e.g. \"quark\", \"hadron\", \"luminosity\", \"jet\", \"muon\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Maximum number of matching terms to return (1–25, default 10)"
    }
  },
  "additionalProperties": false
}

cernopendata.records.detail

Fetch full metadata for a specific CERN Open Data record by its ID. Returns complete details: title, type, experiment, publication date, abstract (HTML stripped), collections, availability, collision energy and type, accelerator, authors with ORCIDs, file listing (up to 5 files with sizes and EOS URIs), keywords, license, run period, and external links. Use cernopendata.records.search or cernopendata.datasets.browse to discover record IDs. IDs can be numeric (e.g. "5209") or string anchors for glossary terms (e.g. "AOD"). Most datasets are CC0 or CC-BY licensed.

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Argument	Type	Description
id*	string	Record ID from CERN Open Data portal (e.g. "5209", "50", "AOD"). Numeric for datasets/docs, string anchors for glossary terms.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "Record ID from CERN Open Data portal (e.g. \"5209\", \"50\", \"AOD\"). Numeric for datasets/docs, string anchors for glossary terms."
    }
  },
  "additionalProperties": false
}

cernopendata.records.search

Search 80,000+ particle physics records from the CERN Open Data portal, covering CMS, ATLAS, ALICE, LHCb, and legacy experiments. Filter by record type (Dataset, Documentation, Software, Supplementaries), experiment, and keyword. Each record includes title, type, experiment, publication date, availability, collision energy, abstract snippet, and collections. Supports pagination. Free, no auth required. Records include collision and simulated datasets in NanoAOD/MiniAOD/AOD format, plus educational resources, software, and documentation from the Large Hadron Collider era.

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Argument	Type	Description
q	string	Full-text search query (e.g. "higgs boson", "dark matter", "Z boson decay")
page	integer	Page number for pagination (default 1)
type	string	Filter by record type: Dataset (collision/simulated data), Documentation, Software, Supplementaries, Environment, Glossary, News
limit	integer	Number of results to return (1–25, default 10)
experiment	string	Filter by CERN experiment (e.g. CMS, ATLAS, ALICE, LHCb). CMS has the most open data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Full-text search query (e.g. \"higgs boson\", \"dark matter\", \"Z boson decay\")"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)"
    },
    "type": {
      "enum": [
        "Dataset",
        "Documentation",
        "Software",
        "Supplementaries",
        "Environment",
        "Glossary",
        "News"
      ],
      "type": "string",
      "description": "Filter by record type: Dataset (collision/simulated data), Documentation, Software, Supplementaries, Environment, Glossary, News"
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1–25, default 10)"
    },
    "experiment": {
      "enum": [
        "CMS",
        "ATLAS",
        "ALICE",
        "LHCb",
        "DELPHI",
        "JADE",
        "OPERA",
        "TOTEM",
        "PHENIX"
      ],
      "type": "string",
      "description": "Filter by CERN experiment (e.g. CMS, ATLAS, ALICE, LHCb). CMS has the most open data."
    }
  },
  "additionalProperties": false
}

cfpb-complaints.complaints.by_state

Get per-US-state consumer complaint counts from the CFPB complaint database, with each state's top complaint products and issues, optionally filtered by date range, product, or company. Useful for geographic analysis of consumer financial complaints. Data: consumerfinance.gov (CFPB), no auth required.

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Argument	Type	Description
company	string	Exact registered company name as CFPB records it, typically uppercase with legal suffix (e.g. "EQUIFAX, INC.", "WELLS FARGO & COMPANY", "BANK OF AMERICA, NATIONAL ASSOCIATION"). A near-miss silently returns 0 results rather than an error.
product	string	Exact CFPB product category — must match verbatim, e.g. "Credit reporting or other personal consumer reports", "Debt collection", "Mortgage", "Checking or savings account", "Credit card", "Credit card or prepaid card", "Money transfer, virtual currency, or money service", "Student loan", "Vehicle loan or lease", "Payday loan, title loan, personal loan, or advance loan", "Prepaid card". A near-miss (e.g. wrong wording) silently returns 0 results rather than an error.
date_received_max	string	Only count complaints received on/before this date, format YYYY-MM-DD.
date_received_min	string	Only count complaints received on/after this date, format YYYY-MM-DD.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "company": {
      "type": "string",
      "description": "Exact registered company name as CFPB records it, typically uppercase with legal suffix (e.g. \"EQUIFAX, INC.\", \"WELLS FARGO & COMPANY\", \"BANK OF AMERICA, NATIONAL ASSOCIATION\"). A near-miss silently returns 0 results rather than an error."
    },
    "product": {
      "type": "string",
      "description": "Exact CFPB product category — must match verbatim, e.g. \"Credit reporting or other personal consumer reports\", \"Debt collection\", \"Mortgage\", \"Checking or savings account\", \"Credit card\", \"Credit card or prepaid card\", \"Money transfer, virtual currency, or money service\", \"Student loan\", \"Vehicle loan or lease\", \"Payday loan, title loan, personal loan, or advance loan\", \"Prepaid card\". A near-miss (e.g. wrong wording) silently returns 0 results rather than an error."
    },
    "date_received_max": {
      "type": "string",
      "description": "Only count complaints received on/before this date, format YYYY-MM-DD."
    },
    "date_received_min": {
      "type": "string",
      "description": "Only count complaints received on/after this date, format YYYY-MM-DD."
    }
  },
  "additionalProperties": false
}

cfpb-complaints.complaints.search

Search the US Consumer Financial Protection Bureau public complaint database of 17M+ consumer complaints against financial companies (banks, credit reporting agencies, debt collectors, lenders). Filter by product, company, US state, issue, company response, timeliness, whether a narrative was provided, and date range, or full-text search consumer narratives. Returns complaint records with product/issue category, company, state, dates, and company response. Data: consumerfinance.gov (CFPB), no auth required.

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Argument	Type	Description
frm	integer	Offset for pagination, i.e. skip this many results (default 0).
size	integer	Number of complaints to return, 1-100 (default 10).
sort	string	Result ordering (default "created_date_desc").
field	string	Which field `search_term` searches: "complaint_what_happened" (consumer narrative text, default) or "all" (all indexed text fields).
issue	string	Exact CFPB issue category — must match verbatim, e.g. "Incorrect information on your report", "Attempts to collect debt not owed", "Managing an account", "Written notification about debt". A near-miss silently returns 0 results rather than an error.
state	string	Two-letter US state or territory postal abbreviation (e.g. "CA", "NY", "PR").
timely	string	Whether the company responded to the complaint in a timely manner.
company	string	Exact registered company name as CFPB records it, typically uppercase with legal suffix (e.g. "EQUIFAX, INC.", "WELLS FARGO & COMPANY", "BANK OF AMERICA, NATIONAL ASSOCIATION"). A near-miss silently returns 0 results rather than an error.
product	string	Exact CFPB product category — must match verbatim, e.g. "Credit reporting or other personal consumer reports", "Debt collection", "Mortgage", "Checking or savings account", "Credit card", "Credit card or prepaid card", "Money transfer, virtual currency, or money service", "Student loan", "Vehicle loan or lease", "Payday loan, title loan, personal loan, or advance loan", "Prepaid card". A near-miss (e.g. wrong wording) silently returns 0 results rather than an error.
search_term	string	Full-text search query (e.g. "overdraft fee", "credit report error"). Searched against the field named by `field`.
has_narrative	boolean	Only return complaints that include (true) or omit (false) a consumer narrative.
company_response	string	How the company responded to the complaint.
date_received_max	string	Only complaints received on/before this date, format YYYY-MM-DD.
date_received_min	string	Only complaints received on/after this date, format YYYY-MM-DD.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "frm": {
      "type": "integer",
      "maximum": 9900,
      "minimum": 0,
      "description": "Offset for pagination, i.e. skip this many results (default 0)."
    },
    "size": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of complaints to return, 1-100 (default 10)."
    },
    "sort": {
      "enum": [
        "relevance_desc",
        "relevance_asc",
        "created_date_desc",
        "created_date_asc"
      ],
      "type": "string",
      "description": "Result ordering (default \"created_date_desc\")."
    },
    "field": {
      "enum": [
        "complaint_what_happened",
        "all"
      ],
      "type": "string",
      "description": "Which field `search_term` searches: \"complaint_what_happened\" (consumer narrative text, default) or \"all\" (all indexed text fields)."
    },
    "issue": {
      "type": "string",
      "description": "Exact CFPB issue category — must match verbatim, e.g. \"Incorrect information on your report\", \"Attempts to collect debt not owed\", \"Managing an account\", \"Written notification about debt\". A near-miss silently returns 0 results rather than an error."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state or territory postal abbreviation (e.g. \"CA\", \"NY\", \"PR\")."
    },
    "timely": {
      "enum": [
        "Yes",
        "No"
      ],
      "type": "string",
      "description": "Whether the company responded to the complaint in a timely manner."
    },
    "company": {
      "type": "string",
      "description": "Exact registered company name as CFPB records it, typically uppercase with legal suffix (e.g. \"EQUIFAX, INC.\", \"WELLS FARGO & COMPANY\", \"BANK OF AMERICA, NATIONAL ASSOCIATION\"). A near-miss silently returns 0 results rather than an error."
    },
    "product": {
      "type": "string",
      "description": "Exact CFPB product category — must match verbatim, e.g. \"Credit reporting or other personal consumer reports\", \"Debt collection\", \"Mortgage\", \"Checking or savings account\", \"Credit card\", \"Credit card or prepaid card\", \"Money transfer, virtual currency, or money service\", \"Student loan\", \"Vehicle loan or lease\", \"Payday loan, title loan, personal loan, or advance loan\", \"Prepaid card\". A near-miss (e.g. wrong wording) silently returns 0 results rather than an error."
    },
    "search_term": {
      "type": "string",
      "description": "Full-text search query (e.g. \"overdraft fee\", \"credit report error\"). Searched against the field named by `field`."
    },
    "has_narrative": {
      "type": "boolean",
      "description": "Only return complaints that include (true) or omit (false) a consumer narrative."
    },
    "company_response": {
      "enum": [
        "Closed with explanation",
        "Closed with non-monetary relief",
        "Closed with monetary relief",
        "Closed with relief",
        "Closed without relief",
        "In progress",
        "Untimely response",
        "Closed"
      ],
      "type": "string",
      "description": "How the company responded to the complaint."
    },
    "date_received_max": {
      "type": "string",
      "description": "Only complaints received on/before this date, format YYYY-MM-DD."
    },
    "date_received_min": {
      "type": "string",
      "description": "Only complaints received on/after this date, format YYYY-MM-DD."
    }
  },
  "additionalProperties": false
}

cfpb-complaints.complaints.trends

Get the time-series trend of CFPB consumer complaint volume — weekly, monthly, or yearly buckets — optionally filtered by product, company, or US state, and optionally broken down (e.g. by sub-product or issue when a lens is specified). Useful for spotting spikes in complaints against a company or product over time. Data: consumerfinance.gov (CFPB), no auth required.

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Argument	Type	Description
lens	string	Trend breakdown dimension (default "overview" — total volume only, no `sub_lens` needed). "product"/"issue"/"company" require `sub_lens` to be set, or upstream returns a 422 listing the valid sub-lens choices for that lens.
state	string	Two-letter US state or territory postal abbreviation (e.g. "CA", "NY", "PR").
company	string	Exact registered company name as CFPB records it, typically uppercase with legal suffix (e.g. "EQUIFAX, INC.", "WELLS FARGO & COMPANY", "BANK OF AMERICA, NATIONAL ASSOCIATION"). A near-miss silently returns 0 results rather than an error.
product	string	Exact CFPB product category — must match verbatim, e.g. "Credit reporting or other personal consumer reports", "Debt collection", "Mortgage", "Checking or savings account", "Credit card", "Credit card or prepaid card", "Money transfer, virtual currency, or money service", "Student loan", "Vehicle loan or lease", "Payday loan, title loan, personal loan, or advance loan", "Prepaid card". A near-miss (e.g. wrong wording) silently returns 0 results rather than an error.
date_max	string	End of the date range, format YYYY-MM-DD.
date_min	string	Start of the date range, format YYYY-MM-DD.
sub_lens	string	Secondary breakdown required when `lens` is not "overview". Valid per lens: product→(sub_product, issue, company, tags); issue→(product, sub_issue, company, tags); company→(product, issue, tags).
trend_interval	string	Time bucket size for the trend series (default "month").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lens": {
      "enum": [
        "overview",
        "product",
        "issue",
        "company"
      ],
      "type": "string",
      "description": "Trend breakdown dimension (default \"overview\" — total volume only, no `sub_lens` needed). \"product\"/\"issue\"/\"company\" require `sub_lens` to be set, or upstream returns a 422 listing the valid sub-lens choices for that lens."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state or territory postal abbreviation (e.g. \"CA\", \"NY\", \"PR\")."
    },
    "company": {
      "type": "string",
      "description": "Exact registered company name as CFPB records it, typically uppercase with legal suffix (e.g. \"EQUIFAX, INC.\", \"WELLS FARGO & COMPANY\", \"BANK OF AMERICA, NATIONAL ASSOCIATION\"). A near-miss silently returns 0 results rather than an error."
    },
    "product": {
      "type": "string",
      "description": "Exact CFPB product category — must match verbatim, e.g. \"Credit reporting or other personal consumer reports\", \"Debt collection\", \"Mortgage\", \"Checking or savings account\", \"Credit card\", \"Credit card or prepaid card\", \"Money transfer, virtual currency, or money service\", \"Student loan\", \"Vehicle loan or lease\", \"Payday loan, title loan, personal loan, or advance loan\", \"Prepaid card\". A near-miss (e.g. wrong wording) silently returns 0 results rather than an error."
    },
    "date_max": {
      "type": "string",
      "description": "End of the date range, format YYYY-MM-DD."
    },
    "date_min": {
      "type": "string",
      "description": "Start of the date range, format YYYY-MM-DD."
    },
    "sub_lens": {
      "enum": [
        "sub_product",
        "issue",
        "sub_issue",
        "company",
        "tags",
        "product"
      ],
      "type": "string",
      "description": "Secondary breakdown required when `lens` is not \"overview\". Valid per lens: product→(sub_product, issue, company, tags); issue→(product, sub_issue, company, tags); company→(product, issue, tags)."
    },
    "trend_interval": {
      "enum": [
        "week",
        "month",
        "year"
      ],
      "type": "string",
      "description": "Time bucket size for the trend series (default \"month\")."
    }
  },
  "additionalProperties": false
}

chart.visualization.create

⚡ ACTION: Generate a chart image (PNG) from data — bar, line, pie, doughnut, radar, scatter. Returns a permanent image URL. Combine with data tools (climate.co2, census.population, finance.exchange_rates) to visualize any dataset. Powered by QuickChart (Chart.js).

Argument	Type	Description
type*	string	Chart type: bar, line, pie, doughnut, radar, scatter, horizontalBar
title	string	Chart title displayed at top
width	integer	Image width in pixels (100-1000, default 500)
height	integer	Image height in pixels (100-1000, default 300)
labels*	array	X-axis labels (e.g. ["Q1", "Q2", "Q3", "Q4"])
datasets*	array	One or more datasets to plot

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "type",
    "labels",
    "datasets"
  ],
  "properties": {
    "type": {
      "enum": [
        "bar",
        "line",
        "pie",
        "doughnut",
        "radar",
        "scatter",
        "horizontalBar"
      ],
      "type": "string",
      "description": "Chart type: bar, line, pie, doughnut, radar, scatter, horizontalBar"
    },
    "title": {
      "type": "string",
      "description": "Chart title displayed at top"
    },
    "width": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 100,
      "description": "Image width in pixels (100-1000, default 500)"
    },
    "height": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 100,
      "description": "Image height in pixels (100-1000, default 300)"
    },
    "labels": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "X-axis labels (e.g. [\"Q1\", \"Q2\", \"Q3\", \"Q4\"])"
    },
    "datasets": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "label",
          "data"
        ],
        "properties": {
          "data": {
            "type": "array",
            "items": {
              "type": "number"
            },
            "description": "Array of numeric values"
          },
          "label": {
            "type": "string",
            "description": "Dataset label (e.g. \"Revenue\", \"Temperature\")"
          }
        },
        "additionalProperties": false
      },
      "minItems": 1,
      "description": "One or more datasets to plot"
    }
  },
  "additionalProperties": false
}

checkwx.metar.decoded

Get current METAR for one or more airports as fully decoded JSON — wind (direction/speed/gust as separate fields), visibility (in SM and meters), sky conditions (cloud coverage + altitude as objects), temperature/dewpoint (°C and °F), altimeter (inHg and hPa), flight category (VFR/MVFR/IFR/LIFR). Saves agents from parsing raw METAR text.

read-only

Argument	Type	Description
icao_codes*	string	Comma-separated ICAO airport codes (uppercase 4 letters). Max 25 per call. Examples: 'KJFK,EGLL,RJTT', 'KSFO', 'EDDF'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao_codes"
  ],
  "properties": {
    "icao_codes": {
      "type": "string",
      "description": "Comma-separated ICAO airport codes (uppercase 4 letters). Max 25 per call. Examples: 'KJFK,EGLL,RJTT', 'KSFO', 'EDDF'."
    }
  },
  "additionalProperties": false
}

checkwx.stations.info

Airport/weather-station metadata by ICAO — name, IATA, latitude/longitude/elevation, country, city, time zone, runway info (count, longest length, surface).

read-only

Argument	Type	Description
icao_code*	string	Single ICAO airport/station code (4-letter uppercase). Examples: 'KJFK', 'EGLL', 'RJTT'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao_code"
  ],
  "properties": {
    "icao_code": {
      "type": "string",
      "description": "Single ICAO airport/station code (4-letter uppercase). Examples: 'KJFK', 'EGLL', 'RJTT'."
    }
  },
  "additionalProperties": false
}

checkwx.taf.decoded

Decoded TAF forecast for airports — issued time, valid window, per-period forecast objects (wind, visibility, weather conditions, sky). Each forecast change block parsed into structured JSON.

read-only

Argument	Type	Description
icao_codes*	string	Comma-separated ICAO airport codes (uppercase 4 letters). Max 25 per call. Examples: 'KJFK,EGLL,RJTT', 'KSFO', 'EDDF'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao_codes"
  ],
  "properties": {
    "icao_codes": {
      "type": "string",
      "description": "Comma-separated ICAO airport codes (uppercase 4 letters). Max 25 per call. Examples: 'KJFK,EGLL,RJTT', 'KSFO', 'EDDF'."
    }
  },
  "additionalProperties": false
}

chembl.activity.bioactivity

Retrieve bioactivity data (potency measurements) for a drug molecule or biological target from ChEMBL's curated assay database. Returns activity type (IC50, Ki, EC50, Kd, MIC, GI50), measured value and units, relation operator (<, =, >), pChEMBL value (−log10 molar, comparable across assay types), assay ChEMBL ID, assay description, and source document ChEMBL ID. Filter by activity_type (e.g. "IC50") to focus on one measurement class. Requires at least one of: molecule_chembl_id (compound-centric) or target_chembl_id (target-centric, all inhibitors). ChEMBL contains 20M+ curated bioactivity measurements from scientific literature. Source: EMBL-EBI ChEMBL — CC BY-SA 3.0, no auth required.

read-only

Argument	Type	Description
limit	integer	Number of activity records to return (1–25, default 10).
activity_type	string	Filter by activity measurement type. Common values: IC50 (inhibitor concentration 50%), Ki (inhibition constant), EC50 (effective concentration 50%), Kd (dissociation constant), MIC (minimum inhibitory concentration), GI50 (growth inhibition 50%). Case-sensitive; use uppercase.
target_chembl_id	string	ChEMBL target ID to retrieve bioactivity data for (e.g. CHEMBL220 for Acetylcholinesterase). Returns activity measurements from all tested compounds against this target. Provide at least one of molecule_chembl_id or target_chembl_id.
molecule_chembl_id	string	ChEMBL molecule ID to retrieve bioactivity data for (e.g. CHEMBL25). Returns all assay measurements for this compound. Provide at least one of molecule_chembl_id or target_chembl_id.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Number of activity records to return (1–25, default 10)."
    },
    "activity_type": {
      "type": "string",
      "description": "Filter by activity measurement type. Common values: IC50 (inhibitor concentration 50%), Ki (inhibition constant), EC50 (effective concentration 50%), Kd (dissociation constant), MIC (minimum inhibitory concentration), GI50 (growth inhibition 50%). Case-sensitive; use uppercase."
    },
    "target_chembl_id": {
      "type": "string",
      "description": "ChEMBL target ID to retrieve bioactivity data for (e.g. CHEMBL220 for Acetylcholinesterase). Returns activity measurements from all tested compounds against this target. Provide at least one of molecule_chembl_id or target_chembl_id."
    },
    "molecule_chembl_id": {
      "type": "string",
      "description": "ChEMBL molecule ID to retrieve bioactivity data for (e.g. CHEMBL25). Returns all assay measurements for this compound. Provide at least one of molecule_chembl_id or target_chembl_id."
    }
  },
  "additionalProperties": false
}

chembl.molecules.detail

Retrieve full structural and pharmacological data for a specific ChEMBL molecule. Returns canonical SMILES, standard InChI, InChIKey, molecular formula, exact weight, ALogP, polar surface area, hydrogen bond count, QED drug-likeness score (0–1), Lipinski rule-of-5 violations, black box warning flag, natural product flag, clinical phase (max_phase), first approval year, ATC codes, and administration routes. Use chembl.molecules.search to discover ChEMBL IDs (format: CHEMBL25, CHEMBL521). Source: EMBL-EBI ChEMBL — CC BY-SA 3.0, no auth required.

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Argument	Type	Description
chembl_id*	string	ChEMBL molecule identifier (e.g. CHEMBL25 for aspirin, CHEMBL521 for ibuprofen). Use chembl.molecule.search to find IDs by name.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "chembl_id"
  ],
  "properties": {
    "chembl_id": {
      "type": "string",
      "description": "ChEMBL molecule identifier (e.g. CHEMBL25 for aspirin, CHEMBL521 for ibuprofen). Use chembl.molecule.search to find IDs by name."
    }
  },
  "additionalProperties": false
}

chembl.molecules.search

Search the ChEMBL database for drug molecules and bioactive compounds by name, clinical development phase, and molecular type. Returns molecular formula, molecular weight, lipophilicity (ALogP), hydrogen bond donors/acceptors, polar surface area, Lipinski rule-of-5 violations, canonical SMILES structure, InChIKey, oral/parenteral/topical flags, ATC classification codes, and clinical approval year. max_phase=4 for approved drugs, max_phase_gte=3 for late-stage candidates. ChEMBL covers 2.9M+ molecules sourced from 88K+ peer-reviewed publications. Source: EMBL-EBI ChEMBL — CC BY-SA 3.0, no auth required.

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Argument	Type	Description
limit	integer	Number of results to return (1–25, default 10).
query	string	Drug or molecule name to search (case-insensitive substring match). Examples: "aspirin", "ibuprofen", "paclitaxel". Omit to browse all molecules with other filters applied.
max_phase	integer	Exact clinical development phase filter. 0 = preclinical, 1 = Phase I, 2 = Phase II, 3 = Phase III, 4 = approved/marketed. Use max_phase_gte for "at least" filtering.
max_phase_gte	integer	Minimum clinical development phase. max_phase_gte=4 returns only approved drugs. max_phase_gte=3 returns Phase III and approved drugs.
molecule_type	string	Filter by molecule type. Small molecule covers most traditional drugs. Protein/Antibody covers biologics.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1–25, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Drug or molecule name to search (case-insensitive substring match). Examples: \"aspirin\", \"ibuprofen\", \"paclitaxel\". Omit to browse all molecules with other filters applied."
    },
    "max_phase": {
      "type": "integer",
      "maximum": 4,
      "minimum": 0,
      "description": "Exact clinical development phase filter. 0 = preclinical, 1 = Phase I, 2 = Phase II, 3 = Phase III, 4 = approved/marketed. Use max_phase_gte for \"at least\" filtering."
    },
    "max_phase_gte": {
      "type": "integer",
      "maximum": 4,
      "minimum": 0,
      "description": "Minimum clinical development phase. max_phase_gte=4 returns only approved drugs. max_phase_gte=3 returns Phase III and approved drugs."
    },
    "molecule_type": {
      "enum": [
        "Small molecule",
        "Protein",
        "Antibody",
        "Oligosaccharide",
        "Oligonucleotide",
        "Cell",
        "Enzyme",
        "Unknown"
      ],
      "type": "string",
      "description": "Filter by molecule type. Small molecule covers most traditional drugs. Protein/Antibody covers biologics."
    }
  },
  "additionalProperties": false
}

chembl.targets.search

Search for biological drug targets (proteins, enzymes, receptors, ion channels) in the ChEMBL database by name, target type, and source organism. Returns target ChEMBL ID, preferred name, target classification (SINGLE PROTEIN, PROTEIN COMPLEX, PROTEIN FAMILY, etc.), organism, UniProt accession numbers, and gene symbols. Use returned target_chembl_id with chembl.activity.bioactivity to retrieve all compounds tested against a target and their potency values. ChEMBL covers 18,500+ targets from 650+ organisms. Source: EMBL-EBI ChEMBL — CC BY-SA 3.0, no auth required.

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Argument	Type	Description
limit	integer	Number of results to return (1–25, default 10).
query	string	Biological target name to search (case-insensitive substring match). Examples: "Acetylcholinesterase", "Epidermal growth factor receptor", "COX-2". Omit to browse with other filters.
organism	string	Filter by source organism (case-insensitive substring match). Examples: "Homo sapiens", "Rattus norvegicus", "Escherichia coli".
target_type	string	Filter by target classification. SINGLE PROTEIN is the most common for drug targets. PROTEIN COMPLEX for multi-subunit targets.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1–25, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Biological target name to search (case-insensitive substring match). Examples: \"Acetylcholinesterase\", \"Epidermal growth factor receptor\", \"COX-2\". Omit to browse with other filters."
    },
    "organism": {
      "type": "string",
      "description": "Filter by source organism (case-insensitive substring match). Examples: \"Homo sapiens\", \"Rattus norvegicus\", \"Escherichia coli\"."
    },
    "target_type": {
      "enum": [
        "SINGLE PROTEIN",
        "PROTEIN COMPLEX",
        "PROTEIN FAMILY",
        "NUCLEIC-ACID",
        "CELL-LINE",
        "TISSUE",
        "ORGANISM",
        "UNKNOWN"
      ],
      "type": "string",
      "description": "Filter by target classification. SINGLE PROTEIN is the most common for drug targets. PROTEIN COMPLEX for multi-subunit targets."
    }
  },
  "additionalProperties": false
}

chemistry.pubchem.bioassays

Get bioactivity assay results for a compound — active/inactive counts, tested targets, assay types. Shows how the compound performed in biological tests across thousands of assays (PubChem / NCBI)

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Argument	Type	Description
cid*	integer	PubChem Compound ID (CID) — returns bioactivity assay results (active/inactive counts, targets)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cid"
  ],
  "properties": {
    "cid": {
      "type": "integer",
      "description": "PubChem Compound ID (CID) — returns bioactivity assay results (active/inactive counts, targets)"
    }
  },
  "additionalProperties": false
}

chemistry.pubchem.hazards

Get GHS (Globally Harmonized System) hazard classification for a compound — signal words (Danger/Warning), hazard statements (H-codes), precautionary statements (P-codes), pictograms. Essential for chemical safety assessments (PubChem / NCBI)

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Argument	Type	Description
cid*	integer	PubChem Compound ID (CID) — returns GHS hazard classification, pictograms, signal words

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cid"
  ],
  "properties": {
    "cid": {
      "type": "integer",
      "description": "PubChem Compound ID (CID) — returns GHS hazard classification, pictograms, signal words"
    }
  },
  "additionalProperties": false
}

chemistry.pubchem.properties

Get full physical and chemical properties for a compound by PubChem CID — molecular formula, weight, SMILES, InChI, InChIKey, XLogP, H-bond donors/acceptors, exact mass, topological polar surface area, complexity, charge, heavy atom count (PubChem / NCBI)

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Argument	Type	Description
cid*	integer	PubChem Compound ID (CID) — get from compound_search results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cid"
  ],
  "properties": {
    "cid": {
      "type": "integer",
      "description": "PubChem Compound ID (CID) — get from compound_search results"
    }
  },
  "additionalProperties": false
}

chemistry.pubchem.search

Search 100M+ chemical compounds by name, formula, or SMILES string. Returns CID, molecular formula, weight, IUPAC name, SMILES, InChI, XLogP, H-bond donors/acceptors, exact mass, and complexity. The largest public chemical database (PubChem / NCBI)

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Argument	Type	Description
name*	string	Compound name, formula, or SMILES string (e.g. "aspirin", "C9H8O4", "CC(=O)OC1=CC=CC=C1C(=O)O")
limit	integer	Maximum results to return (1-20, default 5)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "description": "Compound name, formula, or SMILES string (e.g. \"aspirin\", \"C9H8O4\", \"CC(=O)OC1=CC=CC=C1C(=O)O\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum results to return (1-20, default 5)"
    }
  },
  "additionalProperties": false
}

chemistry.pubchem.structure

Look up a compound by name or identifier and get its chemical structure representations — SMILES (isomeric + canonical), InChI, InChIKey, molecular formula, and molecular weight. Convert between chemical identifier formats (PubChem / NCBI)

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Argument	Type	Description
name*	string	Compound name or identifier (e.g. "caffeine", "50-78-2") — returns SMILES, InChI, InChIKey, formula

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "description": "Compound name or identifier (e.g. \"caffeine\", \"50-78-2\") — returns SMILES, InChI, InChIKey, formula"
    }
  },
  "additionalProperties": false
}

chemistry.pubchem.synonyms

Get all known names, CAS registry numbers, trade names, and identifiers for a chemical compound by PubChem CID. Returns up to 50 synonyms from a database of millions of name variants (PubChem / NCBI)

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Argument	Type	Description
cid*	integer	PubChem Compound ID (CID) — returns all known names, CAS numbers, trade names

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cid"
  ],
  "properties": {
    "cid": {
      "type": "integer",
      "description": "PubChem Compound ID (CID) — returns all known names, CAS numbers, trade names"
    }
  },
  "additionalProperties": false
}

chesscom.player.profile

Get a Chess.com player's profile — username, country, title (GM/IM/FM), join date, online status, followers, league. Distinct from Lichess: Chess.com is the world's largest chess platform with 100M+ users.

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Argument	Type	Description
username*	string	Chess.com username (3–25 characters; lowercase letters, digits, hyphens, and underscores only). Example: "hikaru", "magnuscarlsen".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "username"
  ],
  "properties": {
    "username": {
      "type": "string",
      "maxLength": 25,
      "minLength": 3,
      "description": "Chess.com username (3–25 characters; lowercase letters, digits, hyphens, and underscores only). Example: \"hikaru\", \"magnuscarlsen\"."
    }
  },
  "additionalProperties": false
}

chesscom.player.stats

Get a Chess.com player's rating + record across all time controls (rapid, blitz, bullet, daily, daily960, tactics, lessons, puzzle_rush). Returns highest rating, current rating, win/loss/draw counts.

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Argument	Type	Description
username*	string	Chess.com username (3–25 characters; lowercase letters, digits, hyphens, and underscores only). Example: "hikaru", "magnuscarlsen".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "username"
  ],
  "properties": {
    "username": {
      "type": "string",
      "maxLength": 25,
      "minLength": 3,
      "description": "Chess.com username (3–25 characters; lowercase letters, digits, hyphens, and underscores only). Example: \"hikaru\", \"magnuscarlsen\"."
    }
  },
  "additionalProperties": false
}

chesscom.players.titled

List all titled players on Chess.com by title (GM, WGM, IM, WIM, FM, WFM, NM, WNM, CM, WCM). Returns array of usernames.

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Argument	Type	Description
title*	string	Official chess title to filter by. GM = Grandmaster, WGM = Woman Grandmaster, IM = International Master, WIM = Woman International Master, FM = FIDE Master, WFM = Woman FIDE Master, NM = National Master, WNM = Woman National Master, CM = Candidate Master, WCM = Woman Candidate Master.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "title"
  ],
  "properties": {
    "title": {
      "enum": [
        "GM",
        "WGM",
        "IM",
        "WIM",
        "FM",
        "WFM",
        "NM",
        "WNM",
        "CM",
        "WCM"
      ],
      "type": "string",
      "description": "Official chess title to filter by. GM = Grandmaster, WGM = Woman Grandmaster, IM = International Master, WIM = Woman International Master, FM = FIDE Master, WFM = Woman FIDE Master, NM = National Master, WNM = Woman National Master, CM = Candidate Master, WCM = Woman Candidate Master."
    }
  },
  "additionalProperties": false
}

climate.indicators.arctic_ice

Arctic sea ice extent from NSIDC — monthly measurements in million km² since 1979. Tracks long-term decline in Arctic ice coverage. Returns last 10 years by default. Source: National Snow and Ice Data Center.

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Argument	Type	Description
years	integer	Number of years of data to return (1-50, default 10). Data is monthly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "years": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of years of data to return (1-50, default 10). Data is monthly."
    }
  },
  "additionalProperties": false
}

climate.indicators.co2

Atmospheric CO2 concentration from NOAA Mauna Loa Observatory — the Keeling Curve. Monthly readings in ppm (parts per million) since 1958. Returns last 10 years by default. Source: NOAA ESRL.

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Argument	Type	Description
years	integer	Number of years of data to return (1-50, default 10). Data is monthly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "years": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of years of data to return (1-50, default 10). Data is monthly."
    }
  },
  "additionalProperties": false
}

climate.indicators.methane

Atmospheric methane concentration from NOAA ESRL — monthly readings in ppb (parts per billion) since 1983. Methane is the second most important greenhouse gas after CO2. Returns last 10 years by default.

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Argument	Type	Description
years	integer	Number of years of data to return (1-50, default 10). Data is monthly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "years": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of years of data to return (1-50, default 10). Data is monthly."
    }
  },
  "additionalProperties": false
}

climate.indicators.nitrous_oxide

Atmospheric nitrous oxide concentration from NOAA ESRL — monthly readings in ppb since 2001. N2O is a potent greenhouse gas with 273x the warming potential of CO2. Returns last 10 years by default.

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Argument	Type	Description
years	integer	Number of years of data to return (1-50, default 10). Data is monthly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "years": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of years of data to return (1-50, default 10). Data is monthly."
    }
  },
  "additionalProperties": false
}

climate.indicators.temperature

Global surface temperature anomaly from NASA GISS — monthly readings since 1880. Values in °C vs 1951-1980 baseline. Returns last 10 years by default (adjustable 1-50). Source: NASA Goddard Institute for Space Studies.

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Argument	Type	Description
years	integer	Number of years of data to return (1-50, default 10). Data is monthly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "years": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of years of data to return (1-50, default 10). Data is monthly."
    }
  },
  "additionalProperties": false
}

clinicaltrials.trials.detail

Retrieve full details of a specific clinical trial by its NCT identifier (e.g. "NCT04368728"). Returns title, official title, status, sponsor, conditions, interventions, design info, enrollment, eligibility criteria (age/sex/health volunteer), primary and secondary outcomes, brief summary, and up to 10 study locations. Source: ClinicalTrials.gov v2 API (NIH, public domain).

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Argument	Type	Description
nct_id*	string	ClinicalTrials.gov registry identifier in NCT format (e.g. "NCT04368728", "NCT01454700"). Must start with "NCT" followed by 8 digits.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "nct_id"
  ],
  "properties": {
    "nct_id": {
      "type": "string",
      "pattern": "^NCT\\d{8}$",
      "description": "ClinicalTrials.gov registry identifier in NCT format (e.g. \"NCT04368728\", \"NCT01454700\"). Must start with \"NCT\" followed by 8 digits."
    }
  },
  "additionalProperties": false
}

clinicaltrials.trials.recruiting

Find clinical trials currently open for enrollment (status=RECRUITING) for a given condition or drug. Optionally filter by phase (e.g. PHASE3 for large confirmatory trials). Returns NCT ID, title, phases, conditions, sponsor, enrollment target, and start/completion dates. Useful for patients or researchers seeking open studies. Source: ClinicalTrials.gov v2 (NIH, public domain).

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Argument	Type	Description
limit	integer	Maximum number of recruiting trials to return (1–50). Default: 10.
phase	string	Restrict to a specific trial phase among recruiting studies. PHASE3 = large confirmatory trials; PHASE1 = early safety studies.
condition	string	Disease or condition to search for among currently recruiting trials (e.g. "lung cancer", "Alzheimer", "type 2 diabetes").
intervention	string	Drug or intervention to search for among recruiting trials (e.g. "pembrolizumab", "mRNA vaccine", "gene therapy").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of recruiting trials to return (1–50). Default: 10."
    },
    "phase": {
      "enum": [
        "PHASE1",
        "PHASE2",
        "PHASE3",
        "PHASE4",
        "EARLY_PHASE1",
        "NA"
      ],
      "type": "string",
      "description": "Restrict to a specific trial phase among recruiting studies. PHASE3 = large confirmatory trials; PHASE1 = early safety studies."
    },
    "condition": {
      "type": "string",
      "description": "Disease or condition to search for among currently recruiting trials (e.g. \"lung cancer\", \"Alzheimer\", \"type 2 diabetes\")."
    },
    "intervention": {
      "type": "string",
      "description": "Drug or intervention to search for among recruiting trials (e.g. \"pembrolizumab\", \"mRNA vaccine\", \"gene therapy\")."
    }
  },
  "additionalProperties": false
}

clinicaltrials.trials.search

Search 400K+ clinical trials registered on ClinicalTrials.gov by condition, drug/intervention, sponsor, or keyword. Optionally filter by status (RECRUITING, COMPLETED, etc.) and phase (PHASE1–PHASE4). Returns NCT ID, title, status, phases, conditions, sponsor, enrollment, and start/completion dates. Supports pagination via page_token. Data from NIH US Gov (public domain).

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–50). Default: 10.
phase	string	Filter by clinical trial phase. PHASE1=safety, PHASE2=efficacy, PHASE3=confirmatory, PHASE4=post-market, NA=not applicable (e.g. observational studies).
status	string	Filter by overall trial status. Most useful values: "RECRUITING" (open enrollment), "COMPLETED" (finished), "ACTIVE_NOT_RECRUITING" (ongoing but closed to new participants).
keyword	string	Free-text keyword search across all text fields of the trial record (e.g. "immunotherapy", "biomarker", "phase 3 randomized").
sponsor	string	Sponsor or organization name to search for (e.g. "Pfizer", "NIH", "Mayo Clinic"). Searches the lead sponsor field.
condition	string	Disease or condition to search for (e.g. "diabetes", "breast cancer", "COVID-19"). Searches the conditions field of registered trials.
page_token	string	Pagination token from a previous search response (next_page_token field). Omit for the first page.
intervention	string	Drug or intervention to search for (e.g. "aspirin", "metformin", "CAR T-cell therapy"). Searches the interventions field of registered trials.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results to return (1–50). Default: 10."
    },
    "phase": {
      "enum": [
        "PHASE1",
        "PHASE2",
        "PHASE3",
        "PHASE4",
        "EARLY_PHASE1",
        "NA"
      ],
      "type": "string",
      "description": "Filter by clinical trial phase. PHASE1=safety, PHASE2=efficacy, PHASE3=confirmatory, PHASE4=post-market, NA=not applicable (e.g. observational studies)."
    },
    "status": {
      "enum": [
        "RECRUITING",
        "NOT_YET_RECRUITING",
        "ACTIVE_NOT_RECRUITING",
        "COMPLETED",
        "TERMINATED",
        "WITHDRAWN",
        "SUSPENDED",
        "UNKNOWN"
      ],
      "type": "string",
      "description": "Filter by overall trial status. Most useful values: \"RECRUITING\" (open enrollment), \"COMPLETED\" (finished), \"ACTIVE_NOT_RECRUITING\" (ongoing but closed to new participants)."
    },
    "keyword": {
      "type": "string",
      "description": "Free-text keyword search across all text fields of the trial record (e.g. \"immunotherapy\", \"biomarker\", \"phase 3 randomized\")."
    },
    "sponsor": {
      "type": "string",
      "description": "Sponsor or organization name to search for (e.g. \"Pfizer\", \"NIH\", \"Mayo Clinic\"). Searches the lead sponsor field."
    },
    "condition": {
      "type": "string",
      "description": "Disease or condition to search for (e.g. \"diabetes\", \"breast cancer\", \"COVID-19\"). Searches the conditions field of registered trials."
    },
    "page_token": {
      "type": "string",
      "description": "Pagination token from a previous search response (next_page_token field). Omit for the first page."
    },
    "intervention": {
      "type": "string",
      "description": "Drug or intervention to search for (e.g. \"aspirin\", \"metformin\", \"CAR T-cell therapy\"). Searches the interventions field of registered trials."
    }
  },
  "additionalProperties": false
}

clinicaltrials.trials.stats

Get current statistics for the ClinicalTrials.gov database: total registered studies count and average record size in bytes. Useful for understanding data scale before bulk queries. Source: ClinicalTrials.gov v2 /stats/size endpoint (NIH US Gov, public domain, unlimited access).

read-only

Argument	Type	Description
dummy	string	Unused parameter — included for schema compatibility. Leave empty. Returns total study count and average record size from ClinicalTrials.gov.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "dummy": {
      "type": "string",
      "description": "Unused parameter — included for schema compatibility. Leave empty. Returns total study count and average record size from ClinicalTrials.gov."
    }
  },
  "additionalProperties": false
}

cms.dialysis.search

Search 7 500+ Medicare-certified dialysis (ESRD — End-Stage Renal Disease) facilities across the US with CMS 5-star quality ratings. Filter by state, city, ZIP code, facility name, and non-profit status. Returns CMS Certification Number (CCN), facility name, address, phone, profit/non-profit status, chain ownership flag, and 5-star quality rating from CMS ESRD Quality Incentive Program (QIP). Dialysis is required 3× per week for ESRD patients — finding a conveniently located, high-quality facility is critical for quality of life. Covers all DaVita, Fresenius, US Renal Care, and independent clinic locations. No auth — US Centers for Medicare & Medicaid Services public domain, unlimited free.

read-only

Argument	Type	Description
city	string	City or town name to filter dialysis facilities (partial match). Example: "Atlanta", "Denver".
name	string	Partial facility name to search (case-insensitive substring match). Example: "DaVita", "Fresenius", "Dialysis Center".
limit	integer	Maximum number of dialysis facilities to return (1–100, default 20).
state	string	Two-letter US state abbreviation to filter dialysis facilities (e.g. CA, FL, TX).
offset	integer	Number of results to skip for pagination (default 0).
zip_code	string	5-digit US ZIP code to filter dialysis facilities.
nonprofit_only	boolean	When true, filter to only non-profit dialysis facilities. Non-profit facilities may have different care incentives vs. for-profit chains.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "City or town name to filter dialysis facilities (partial match). Example: \"Atlanta\", \"Denver\"."
    },
    "name": {
      "type": "string",
      "description": "Partial facility name to search (case-insensitive substring match). Example: \"DaVita\", \"Fresenius\", \"Dialysis Center\"."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of dialysis facilities to return (1–100, default 20)."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state abbreviation to filter dialysis facilities (e.g. CA, FL, TX)."
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "minimum": 0,
      "description": "Number of results to skip for pagination (default 0)."
    },
    "zip_code": {
      "type": "string",
      "description": "5-digit US ZIP code to filter dialysis facilities."
    },
    "nonprofit_only": {
      "type": "boolean",
      "description": "When true, filter to only non-profit dialysis facilities. Non-profit facilities may have different care incentives vs. for-profit chains."
    }
  },
  "additionalProperties": false
}

cms.home_health.search

Search 12 300+ Medicare-certified home health agencies across the US providing skilled nursing, physical therapy, occupational therapy, and speech pathology services in patients' homes. Filter by state, city, ZIP code, agency name, and whether nursing care is offered. Returns CMS Certification Number (CCN), agency name, address, phone, ownership type, services offered (nursing, PT, OT), and CMS quality-of-patient-care star rating. Essential for patients transitioning from hospital to home, post-surgical recovery, or managing chronic conditions without nursing home admission. No auth — US Centers for Medicare & Medicaid Services public domain, unlimited free.

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Argument	Type	Description
city	string	City or town name to filter agencies (partial match). Example: "Houston", "Phoenix".
name	string	Partial agency name to search (case-insensitive substring match). Example: "Amedisys", "LHC Group", "Encompass".
limit	integer	Maximum number of agencies to return (1–100, default 20).
state	string	Two-letter US state abbreviation to filter home health agencies (e.g. TX, CA, NY).
offset	integer	Number of results to skip for pagination (default 0).
zip_code	string	5-digit US ZIP code to filter home health agencies.
offers_nursing	boolean	When true, filter to only agencies that offer skilled nursing care services. Skilled nursing covers wound care, injections, IV therapy, and post-surgery monitoring.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "City or town name to filter agencies (partial match). Example: \"Houston\", \"Phoenix\"."
    },
    "name": {
      "type": "string",
      "description": "Partial agency name to search (case-insensitive substring match). Example: \"Amedisys\", \"LHC Group\", \"Encompass\"."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of agencies to return (1–100, default 20)."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state abbreviation to filter home health agencies (e.g. TX, CA, NY)."
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "minimum": 0,
      "description": "Number of results to skip for pagination (default 0)."
    },
    "zip_code": {
      "type": "string",
      "description": "5-digit US ZIP code to filter home health agencies."
    },
    "offers_nursing": {
      "type": "boolean",
      "description": "When true, filter to only agencies that offer skilled nursing care services. Skilled nursing covers wound care, injections, IV therapy, and post-surgery monitoring."
    }
  },
  "additionalProperties": false
}

cms.hospital.search

Search 5 400+ US hospitals in the CMS Provider Data catalog with quality star ratings (1–5 stars). Filter by state, city, ZIP code, hospital name, hospital type (Acute Care, Critical Access, Childrens, Psychiatric, Rehabilitation), and minimum overall rating. Returns CMS Certification Number (CCN), facility name, address, phone, hospital type, ownership, emergency services flag, and overall star rating. Star ratings are composite scores from CMS Hospital Compare — 5 stars = top quality. Covers all Medicare/Medicaid-certified hospitals. No auth — US Centers for Medicare & Medicaid Services public domain, unlimited free.

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Argument	Type	Description
city	string	City or town name to filter hospitals (partial match, case-insensitive). Example: "Los Angeles", "Boston".
name	string	Partial hospital name to search (case-insensitive substring match). Example: "Memorial", "General Hospital", "St. Mary".
limit	integer	Maximum number of hospitals to return (1–100, default 20).
state	string	Two-letter US state abbreviation to filter hospitals (e.g. CA, NY, TX). Returns all hospitals in the state when specified.
offset	integer	Number of results to skip for pagination (default 0).
zip_code	string	5-digit US ZIP code to filter hospitals by location. Example: "90210", "10001".
min_rating	integer	Minimum CMS Overall Hospital Star Rating (1–5 stars). Filter to only return hospitals with rating >= this value. Example: 4 returns 4-star and 5-star hospitals only.
hospital_type	string	Filter by hospital type classification. Most common: "Acute Care Hospitals" (general hospitals), "Critical Access Hospitals" (rural/small), "Childrens" (pediatric).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "City or town name to filter hospitals (partial match, case-insensitive). Example: \"Los Angeles\", \"Boston\"."
    },
    "name": {
      "type": "string",
      "description": "Partial hospital name to search (case-insensitive substring match). Example: \"Memorial\", \"General Hospital\", \"St. Mary\"."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of hospitals to return (1–100, default 20)."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state abbreviation to filter hospitals (e.g. CA, NY, TX). Returns all hospitals in the state when specified."
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "minimum": 0,
      "description": "Number of results to skip for pagination (default 0)."
    },
    "zip_code": {
      "type": "string",
      "description": "5-digit US ZIP code to filter hospitals by location. Example: \"90210\", \"10001\"."
    },
    "min_rating": {
      "type": "integer",
      "maximum": 5,
      "minimum": 1,
      "description": "Minimum CMS Overall Hospital Star Rating (1–5 stars). Filter to only return hospitals with rating >= this value. Example: 4 returns 4-star and 5-star hospitals only."
    },
    "hospital_type": {
      "enum": [
        "Acute Care Hospitals",
        "Critical Access Hospitals",
        "Childrens",
        "Psychiatric",
        "Rehabilitation",
        "Long-Term Care"
      ],
      "type": "string",
      "description": "Filter by hospital type classification. Most common: \"Acute Care Hospitals\" (general hospitals), \"Critical Access Hospitals\" (rural/small), \"Childrens\" (pediatric)."
    }
  },
  "additionalProperties": false
}

cms.nursing_home.search

Search 14 600+ Medicare/Medicaid-certified nursing homes and long-term care facilities in the US with CMS 5-star quality ratings. Filter by state, city, ZIP code, name, minimum overall rating, and ownership type (for-profit, non-profit, government). Returns CMS Certification Number (CCN), provider name, address, phone, ownership, certified bed count, and four separate quality ratings: overall (1–5 stars), health inspection, staffing, and quality measures. Star ratings help families compare nursing homes objectively for long-term care placement. No auth — US Centers for Medicare & Medicaid Services public domain, unlimited free.

read-only

Argument	Type	Description
city	string	City or town name to filter nursing homes (partial match). Example: "Miami", "Chicago".
name	string	Partial nursing home name to search (case-insensitive substring match). Example: "Sunrise", "Brookdale", "Manor".
limit	integer	Maximum number of nursing homes to return (1–100, default 20).
state	string	Two-letter US state abbreviation to filter nursing homes (e.g. FL, CA, TX).
offset	integer	Number of results to skip for pagination (default 0).
zip_code	string	5-digit US ZIP code to filter nursing homes by location.
min_rating	integer	Minimum CMS Overall Star Rating (1–5 stars). Higher ratings indicate better quality of care based on health inspections, staffing levels, and quality measures.
ownership_type	string	Filter by ownership type. Common values: "For profit - Corporation", "Non profit - Corporation", "Government - State", "Government - County", "For profit - Individual".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "City or town name to filter nursing homes (partial match). Example: \"Miami\", \"Chicago\"."
    },
    "name": {
      "type": "string",
      "description": "Partial nursing home name to search (case-insensitive substring match). Example: \"Sunrise\", \"Brookdale\", \"Manor\"."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of nursing homes to return (1–100, default 20)."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state abbreviation to filter nursing homes (e.g. FL, CA, TX)."
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "minimum": 0,
      "description": "Number of results to skip for pagination (default 0)."
    },
    "zip_code": {
      "type": "string",
      "description": "5-digit US ZIP code to filter nursing homes by location."
    },
    "min_rating": {
      "type": "integer",
      "maximum": 5,
      "minimum": 1,
      "description": "Minimum CMS Overall Star Rating (1–5 stars). Higher ratings indicate better quality of care based on health inspections, staffing levels, and quality measures."
    },
    "ownership_type": {
      "type": "string",
      "description": "Filter by ownership type. Common values: \"For profit - Corporation\", \"Non profit - Corporation\", \"Government - State\", \"Government - County\", \"For profit - Individual\"."
    }
  },
  "additionalProperties": false
}

col.species.children

List the immediate child taxa of a given taxon in the Catalogue of Life taxonomic tree. For example: pass the ID for a family to get its genera; pass a genus ID to list its species; pass an order ID to enumerate its families. Returns paginated results with up to 100 children per call, each including taxon ID, scientific name, rank, status, and higher classification. Use offset for pagination over large groups (e.g. Coleoptera has 400K+ species). Obtain the taxon_id from col.species.search or col.species.suggest. CC BY 4.0 — ~10 million taxa across all kingdoms including Animalia, Plantae, Fungi, Bacteria, Archaea, Protista, Chromista, and Viruses.

read-only

Argument	Type	Description
limit	integer	Maximum number of child taxa to return (1–100, default 20).
offset	integer	Zero-based pagination offset for large genera with many species (default 0).
taxon_id*	string	Catalogue of Life usage ID of the parent taxon whose immediate children to list (e.g. the ID for a family returns its genera; a genus returns its species). Obtain from col.search or col.suggest results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "taxon_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of child taxa to return (1–100, default 20)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based pagination offset for large genera with many species (default 0)."
    },
    "taxon_id": {
      "type": "string",
      "minLength": 1,
      "description": "Catalogue of Life usage ID of the parent taxon whose immediate children to list (e.g. the ID for a family returns its genera; a genus returns its species). Obtain from col.search or col.suggest results."
    }
  },
  "additionalProperties": false
}

col.species.detail

Retrieve full taxonomic details for a specific taxon in the Catalogue of Life by its COL usage ID. Returns scientific name with authorship, taxonomic rank, acceptance status, extinction flag, parent taxon ID, scrutinizer (the expert who verified the record), scrutinizer date, and an external link to the COL web page for the taxon. Unlike col.species.search, the detail record does not include full higher-classification breadcrumbs — use the parent_id to walk the tree or pass the scientific name to col.species.search with rank=KINGDOM/PHYLUM etc. to retrieve ancestors. Obtain the taxon_id from a prior col.species.search or col.species.suggest call.

read-only

Argument	Type	Description
taxon_id*	string	Catalogue of Life usage ID for the taxon (e.g. "lom19ReAZMtfEGnM999rz1"). Obtain from col.search or col.suggest results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "taxon_id"
  ],
  "properties": {
    "taxon_id": {
      "type": "string",
      "minLength": 1,
      "description": "Catalogue of Life usage ID for the taxon (e.g. \"lom19ReAZMtfEGnM999rz1\"). Obtain from col.search or col.suggest results."
    }
  },
  "additionalProperties": false
}

col.species.search

Search the Catalogue of Life (COL) for species, genera, families, and other taxa by scientific or common name. COL is the most comprehensive global index of known species, covering ~10 million extant and extinct taxa assembled from 600+ peer-reviewed checklists. Returns paginated results including taxon ID, scientific name with authorship, rank, taxonomic status (accepted/synonym), higher classification (kingdom through genus), and English vernacular names where available. Filter by taxonomic rank (SPECIES, GENUS, FAMILY, ORDER, CLASS, PHYLUM, KINGDOM) or status (accepted, synonym) to narrow results. Use the returned taxon ID with col.species.detail to retrieve full details, or col.species.children to list child taxa. Data is CC BY 4.0; cite as "Catalogue of Life (COL)" with the access date.

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Argument	Type	Description
rank	string	Restrict results to a specific taxonomic rank. One of: KINGDOM, PHYLUM, CLASS, ORDER, SUPERFAMILY, FAMILY, TRIBE, GENUS, SPECIES, SUBSPECIES, VARIETY, FORM.
limit	integer	Maximum number of results to return (1–50, default 10).
query*	string	Scientific or common name to search (e.g. "Homo sapiens", "Pinus sylvestris", "oak"). Partial names and genus-level queries are supported.
offset	integer	Zero-based pagination offset for retrieving additional result pages (default 0).
status	string	Filter by taxonomic status. Use "accepted" to return only currently accepted names, "synonym" for synonyms, or omit to return all.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rank": {
      "enum": [
        "KINGDOM",
        "PHYLUM",
        "CLASS",
        "ORDER",
        "SUPERFAMILY",
        "FAMILY",
        "TRIBE",
        "GENUS",
        "SPECIES",
        "SUBSPECIES",
        "VARIETY",
        "FORM"
      ],
      "type": "string",
      "description": "Restrict results to a specific taxonomic rank. One of: KINGDOM, PHYLUM, CLASS, ORDER, SUPERFAMILY, FAMILY, TRIBE, GENUS, SPECIES, SUBSPECIES, VARIETY, FORM."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results to return (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Scientific or common name to search (e.g. \"Homo sapiens\", \"Pinus sylvestris\", \"oak\"). Partial names and genus-level queries are supported."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based pagination offset for retrieving additional result pages (default 0)."
    },
    "status": {
      "enum": [
        "accepted",
        "synonym",
        "ambiguous synonym",
        "misapplied",
        "provisionally accepted"
      ],
      "type": "string",
      "description": "Filter by taxonomic status. Use \"accepted\" to return only currently accepted names, \"synonym\" for synonyms, or omit to return all."
    }
  },
  "additionalProperties": false
}

col.species.suggest

Autocomplete a partial species or taxon name against the Catalogue of Life working draft, returning up to 25 ranked suggestions. Each suggestion includes the usage ID (for passing to col.species.detail or col.species.children), the matched name string, taxonomic rank, status (accepted/synonym), taxonomic group (e.g. "insects", "flowering plants", "birds"), higher-taxon context (e.g. "Hominidae"), and a human-readable suggestion string. Ideal for type-ahead name disambiguation in scientific workflows, species identification pipelines, or biodiversity data cleaning tasks. Optionally restrict suggestions to a specific rank (e.g. GENUS to return only genus-level matches).

read-only

Argument	Type	Description
rank	string	Restrict suggestions to a specific taxonomic rank (e.g. SPECIES, GENUS, FAMILY). Omit to return suggestions across all ranks.
limit	integer	Maximum number of autocomplete suggestions to return (1–25, default 10).
query*	string	Partial or full name prefix for autocomplete (e.g. "Homo", "Pinus syl", "Pan tr"). Returns ranked suggestions from the COL working draft.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rank": {
      "enum": [
        "KINGDOM",
        "PHYLUM",
        "CLASS",
        "ORDER",
        "SUPERFAMILY",
        "FAMILY",
        "TRIBE",
        "GENUS",
        "SPECIES",
        "SUBSPECIES",
        "VARIETY",
        "FORM"
      ],
      "type": "string",
      "description": "Restrict suggestions to a specific taxonomic rank (e.g. SPECIES, GENUS, FAMILY). Omit to return suggestions across all ranks."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Maximum number of autocomplete suggestions to return (1–25, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Partial or full name prefix for autocomplete (e.g. \"Homo\", \"Pinus syl\", \"Pan tr\"). Returns ranked suggestions from the COL working draft."
    }
  },
  "additionalProperties": false
}

comtrade.reference.reporters

List all countries and country groups that report trade statistics to UN Comtrade. Returns the UN numeric reporter code, country name, ISO-2 and ISO-3 alpha codes needed for other comtrade tools. Use the search parameter to filter by country name or ISO code. Use include_groups=false to exclude aggregate regions (EU, ASEAN, World). Over 280 reporters including individual countries and economic blocs. Source: UN Comtrade reference data, no auth, static file.

read-only

Argument	Type	Description
search	string	Filter reporters by name or ISO code (case-insensitive substring match). Examples: "germany", "DEU", "united states". Omit to return all reporters.
include_groups	boolean	Include aggregate groups (e.g. "EU", "World") in results. Default true. Set to false to return only individual countries.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "search": {
      "type": "string",
      "description": "Filter reporters by name or ISO code (case-insensitive substring match). Examples: \"germany\", \"DEU\", \"united states\". Omit to return all reporters."
    },
    "include_groups": {
      "type": "boolean",
      "description": "Include aggregate groups (e.g. \"EU\", \"World\") in results. Default true. Set to false to return only individual countries."
    }
  },
  "additionalProperties": false
}

comtrade.trade.availability

Check which trade datasets are available in UN Comtrade for a given reporter country and period. Returns dataset metadata including total record count, first/last release dates, and classification codes. Useful for discovering what data exists before querying comtrade.trade_data. Coverage varies by country — developed economies report more frequently and with fewer delays than others. Source: UN Comtrade public preview API, no auth.

read-only

Argument	Type	Description
period	string	Filter by reference period. Annual: 4-digit year (e.g. "2022"). Monthly: YYYYMM (e.g. "202209"). Omit to list all available periods.
cmd_code	string	Filter by commodity code (e.g. "84", "TOTAL"). Omit for all commodities.
flow_code	string	Filter by trade flow: M=Imports, X=Exports, MX=Both. Omit for all flows.
freq_code	string	Frequency. A=Annual (default), M=Monthly.
type_code	string	Data type. C=Commodities (default), S=Services.
reporter_code	integer	UN numeric code for the reporting country to check. Omit to list all available reporters. Example: 276=Germany, 840=USA, 156=China.
classification	string	Classification system. HS=Harmonized System (default).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "period": {
      "type": "string",
      "description": "Filter by reference period. Annual: 4-digit year (e.g. \"2022\"). Monthly: YYYYMM (e.g. \"202209\"). Omit to list all available periods."
    },
    "cmd_code": {
      "type": "string",
      "description": "Filter by commodity code (e.g. \"84\", \"TOTAL\"). Omit for all commodities."
    },
    "flow_code": {
      "enum": [
        "M",
        "X",
        "MX",
        "RM",
        "RX"
      ],
      "type": "string",
      "description": "Filter by trade flow: M=Imports, X=Exports, MX=Both. Omit for all flows."
    },
    "freq_code": {
      "enum": [
        "A",
        "M"
      ],
      "type": "string",
      "description": "Frequency. A=Annual (default), M=Monthly."
    },
    "type_code": {
      "enum": [
        "C",
        "S"
      ],
      "type": "string",
      "description": "Data type. C=Commodities (default), S=Services."
    },
    "reporter_code": {
      "type": "integer",
      "description": "UN numeric code for the reporting country to check. Omit to list all available reporters. Example: 276=Germany, 840=USA, 156=China."
    },
    "classification": {
      "enum": [
        "HS",
        "B4",
        "B5",
        "EB",
        "S1",
        "S2",
        "S3",
        "S4",
        "SS"
      ],
      "type": "string",
      "description": "Classification system. HS=Harmonized System (default)."
    }
  },
  "additionalProperties": false
}

comtrade.trade.metadata

Retrieve methodological metadata for a UN Comtrade dataset: the reporting currency, USD conversion factors applied (import/export), trade system used (General vs Special trade), import/export valuation method (CIF vs FOB), partner country attribution rules, and publication notes. Essential for understanding how to interpret the trade values in comtrade.trade_data results. Each country reports using its own methodology and currency — this endpoint reveals those details. Source: UN Comtrade public preview API, no auth.

read-only

Argument	Type	Description
period*	string	Reference period. Annual: 4-digit year (e.g. "2022"). Monthly: YYYYMM (e.g. "202209"). Returns currency conversion factors, trade system, valuation notes for this dataset.
freq_code	string	Frequency. A=Annual (default), M=Monthly.
type_code	string	Data type. C=Commodities (default), S=Services.
show_history	boolean	Include historical revisions in the metadata response. Default false (returns only the latest version).
reporter_code*	integer	UN numeric code for the reporting country. Example: 276=Germany, 840=USA, 156=China. Use comtrade.reporters to look up codes.
classification	string	Classification system. HS=Harmonized System (default).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "reporter_code",
    "period"
  ],
  "properties": {
    "period": {
      "type": "string",
      "description": "Reference period. Annual: 4-digit year (e.g. \"2022\"). Monthly: YYYYMM (e.g. \"202209\"). Returns currency conversion factors, trade system, valuation notes for this dataset."
    },
    "freq_code": {
      "enum": [
        "A",
        "M"
      ],
      "type": "string",
      "description": "Frequency. A=Annual (default), M=Monthly."
    },
    "type_code": {
      "enum": [
        "C",
        "S"
      ],
      "type": "string",
      "description": "Data type. C=Commodities (default), S=Services."
    },
    "show_history": {
      "type": "boolean",
      "description": "Include historical revisions in the metadata response. Default false (returns only the latest version)."
    },
    "reporter_code": {
      "type": "integer",
      "description": "UN numeric code for the reporting country. Example: 276=Germany, 840=USA, 156=China. Use comtrade.reporters to look up codes."
    },
    "classification": {
      "enum": [
        "HS",
        "B4",
        "B5",
        "EB",
        "S1",
        "S2",
        "S3",
        "S4",
        "SS"
      ],
      "type": "string",
      "description": "Classification system. HS=Harmonized System (default)."
    }
  },
  "additionalProperties": false
}

comtrade.trade.query

Query international merchandise trade statistics from the UN Comtrade database. Returns up to 500 records of imports and/or exports for a specific reporting country, reference period, commodity code, and partner country. Data covers 200+ reporter countries from 1962 (annual) and 2010 (monthly). Values in USD (primary value), CIF for imports, FOB for exports. Commodities classified by Harmonized System (HS) or SITC. Use reporter_code from comtrade.reporters, HS chapter codes (e.g. "84" for machinery, "27" for petroleum, "85" for electronics), and flow_code M=imports, X=exports. Source: UN Comtrade public preview API, no auth, 500 calls/day free.

read-only

Argument	Type	Description
period*	string	Reference period to query. Annual: 4-digit year (e.g. "2022"). Monthly: YYYYMM (e.g. "202209" for Sep 2022). Comma-separated for multiple periods (e.g. "2020,2021,2022").
cmd_code	string	Commodity code filter. Use HS codes (e.g. "84" for machinery, "27" for petroleum, "TOTAL" for aggregate totals, "AG2" for all 2-digit chapters). Omit to return all commodities (may be large). Default: TOTAL.
flow_code*	string	Trade flow direction. M=Imports, X=Exports, MX=Both imports and exports, RM=Re-imports, RX=Re-exports.
freq_code	string	Frequency. A=Annual (default), M=Monthly.
type_code	string	Trade data type. C=Commodities (default), S=Services.
max_records	integer	Maximum number of records to return (1–500). Default 100. The public preview API is capped at 500 records per request.
aggregate_by	string	Aggregate results by a dimension. Valid values: "cmdCode", "flowCode", "partnerCode", "reporterCode", "period". Omit to return unaggregated records.
customs_code	string	Customs procedure code filter (e.g. "C00"=all procedures, "C03"=outright export, "C04"=warehousing). Omit for all procedures.
partner_code	integer	UN numeric code for the partner country. 0=World aggregate (all partners combined). Omit to return all individual partners.
partner2_code	integer	Secondary partner code for extended trade flow tracking (consignment country). 0=World aggregate. Omit to use the default world aggregate.
reporter_code*	integer	UN numeric code for the reporting country (e.g. 276=Germany, 840=USA, 156=China, 826=UK). Use comtrade.reporters to look up codes.
classification	string	Commodity classification system. HS=Harmonized System (default, most common). B4/B5=BEC, EB=EBOPS services, S1-S4/SS=SITC revisions.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "reporter_code",
    "period",
    "flow_code"
  ],
  "properties": {
    "period": {
      "type": "string",
      "description": "Reference period to query. Annual: 4-digit year (e.g. \"2022\"). Monthly: YYYYMM (e.g. \"202209\" for Sep 2022). Comma-separated for multiple periods (e.g. \"2020,2021,2022\")."
    },
    "cmd_code": {
      "type": "string",
      "description": "Commodity code filter. Use HS codes (e.g. \"84\" for machinery, \"27\" for petroleum, \"TOTAL\" for aggregate totals, \"AG2\" for all 2-digit chapters). Omit to return all commodities (may be large). Default: TOTAL."
    },
    "flow_code": {
      "enum": [
        "M",
        "X",
        "MX",
        "RM",
        "RX"
      ],
      "type": "string",
      "description": "Trade flow direction. M=Imports, X=Exports, MX=Both imports and exports, RM=Re-imports, RX=Re-exports."
    },
    "freq_code": {
      "enum": [
        "A",
        "M"
      ],
      "type": "string",
      "description": "Frequency. A=Annual (default), M=Monthly."
    },
    "type_code": {
      "enum": [
        "C",
        "S"
      ],
      "type": "string",
      "description": "Trade data type. C=Commodities (default), S=Services."
    },
    "max_records": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of records to return (1–500). Default 100. The public preview API is capped at 500 records per request."
    },
    "aggregate_by": {
      "type": "string",
      "description": "Aggregate results by a dimension. Valid values: \"cmdCode\", \"flowCode\", \"partnerCode\", \"reporterCode\", \"period\". Omit to return unaggregated records."
    },
    "customs_code": {
      "type": "string",
      "description": "Customs procedure code filter (e.g. \"C00\"=all procedures, \"C03\"=outright export, \"C04\"=warehousing). Omit for all procedures."
    },
    "partner_code": {
      "type": "integer",
      "description": "UN numeric code for the partner country. 0=World aggregate (all partners combined). Omit to return all individual partners."
    },
    "partner2_code": {
      "type": "integer",
      "description": "Secondary partner code for extended trade flow tracking (consignment country). 0=World aggregate. Omit to use the default world aggregate."
    },
    "reporter_code": {
      "type": "integer",
      "description": "UN numeric code for the reporting country (e.g. 276=Germany, 840=USA, 156=China, 826=UK). Use comtrade.reporters to look up codes."
    },
    "classification": {
      "enum": [
        "HS",
        "B4",
        "B5",
        "EB",
        "S1",
        "S2",
        "S3",
        "S4",
        "SS"
      ],
      "type": "string",
      "description": "Commodity classification system. HS=Harmonized System (default, most common). B4/B5=BEC, EB=EBOPS services, S1-S4/SS=SITC revisions."
    }
  },
  "additionalProperties": false
}

congress.legislation.bill_details

Get full details for a specific US bill by Congress number, type (hr/s), and bill number. Returns title, all sponsors, co-sponsor count, action history, committee referrals, policy subjects. Source: Congress.gov.

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Argument	Type	Description
type*	string	Bill type: hr (House bill), s (Senate bill), hjres, sjres, etc.
number*	integer	Bill number (e.g. 1 for HR 1)
congress*	integer	Congress number (e.g. 119 for 2025-2026, 118 for 2023-2024)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "congress",
    "type",
    "number"
  ],
  "properties": {
    "type": {
      "enum": [
        "hr",
        "s",
        "hjres",
        "sjres",
        "hconres",
        "sconres",
        "hres",
        "sres"
      ],
      "type": "string",
      "description": "Bill type: hr (House bill), s (Senate bill), hjres, sjres, etc."
    },
    "number": {
      "type": "integer",
      "minimum": 1,
      "description": "Bill number (e.g. 1 for HR 1)"
    },
    "congress": {
      "type": "integer",
      "maximum": 119,
      "minimum": 93,
      "description": "Congress number (e.g. 119 for 2025-2026, 118 for 2023-2024)"
    }
  },
  "additionalProperties": false
}

congress.legislation.bills

Search US federal bills and resolutions from 1973 to present. Filter by Congress number (93-119), bill type (hr/s/hjres/sjres). Returns title, sponsor, party, latest action, policy area. Source: Congress.gov (Library of Congress).

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Argument	Type	Description
type	string	Bill type: hr (House), s (Senate), hjres, sjres, hconres, sconres, hres, sres
limit	integer	Number of results (1-25, default 10)
congress	integer	Congress number (93=1973 to 119=2025-2026). Default: current (119).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "type": {
      "enum": [
        "hr",
        "s",
        "hjres",
        "sjres",
        "hconres",
        "sconres",
        "hres",
        "sres"
      ],
      "type": "string",
      "description": "Bill type: hr (House), s (Senate), hjres, sjres, hconres, sconres, hres, sres"
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results (1-25, default 10)"
    },
    "congress": {
      "type": "integer",
      "maximum": 119,
      "minimum": 93,
      "description": "Congress number (93=1973 to 119=2025-2026). Default: current (119)."
    }
  },
  "additionalProperties": false
}

congress.legislation.members

Search current and historical members of the US Congress. Filter by state, chamber (House/Senate), and Congress number. Returns name, party, state, district, bioguide ID. Source: Congress.gov.

read-only

Argument	Type	Description
limit	integer	Number of results (1-25, default 10)
state	string	US state code (e.g. CA, TX, NY)
chamber	string	Chamber: house or senate
congress	integer	Congress number. Default: current (119).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results (1-25, default 10)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state code (e.g. CA, TX, NY)"
    },
    "chamber": {
      "enum": [
        "house",
        "senate"
      ],
      "type": "string",
      "description": "Chamber: house or senate"
    },
    "congress": {
      "type": "integer",
      "maximum": 119,
      "minimum": 93,
      "description": "Congress number. Default: current (119)."
    }
  },
  "additionalProperties": false
}

coops.tides.conditions

Get observed meteorological data from a NOAA CO-OPS station. Supports five products: air_temperature (°F or °C), water_temperature (sea surface °F or °C), air_pressure (millibars), humidity (relative humidity %), and wind (speed and direction — available at select stations). Returns 6-minute interval readings for the specified date range (default: last 24 hours) plus the most recent reading for quick lookups. Note: not all stations have all sensors — if a product is unavailable at the requested station, the API returns an error. Try station 8443970 (Boston) for air_temperature, 9414290 (San Francisco) for water_temperature. Source: NOAA CO-OPS — tidesandcurrents.noaa.gov. No auth, US Gov public domain.

read-only

Argument	Type	Description
limit	integer	Maximum number of recent readings to return (1–500). Readings are at 6-minute intervals. Defaults to 60 (last 6 hours).
units	string	Unit system: english = °F / knots / feet, metric = °C / m/s / meters. Defaults to english.
product	string	Meteorological product to retrieve. air_temperature = air temp in °F (or °C), water_temperature = sea surface temp, air_pressure = barometric pressure in mb, humidity = relative humidity %, wind = wind speed/direction. Not all stations have all sensors. Defaults to air_temperature.
end_date	string	End date for observations in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-02). Defaults to today. Maximum range: 31 days.
begin_date	string	Start date for observations in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-01). Defaults to yesterday. Maximum range: 31 days.
station_id*	string	NOAA CO-OPS station ID (4–7 digits, e.g. 8443970 for Boston MA). Find station IDs with the coops.tides.stations tool.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of recent readings to return (1–500). Readings are at 6-minute intervals. Defaults to 60 (last 6 hours)."
    },
    "units": {
      "enum": [
        "english",
        "metric"
      ],
      "type": "string",
      "description": "Unit system: english = °F / knots / feet, metric = °C / m/s / meters. Defaults to english."
    },
    "product": {
      "enum": [
        "air_temperature",
        "water_temperature",
        "air_pressure",
        "humidity",
        "wind"
      ],
      "type": "string",
      "description": "Meteorological product to retrieve. air_temperature = air temp in °F (or °C), water_temperature = sea surface temp, air_pressure = barometric pressure in mb, humidity = relative humidity %, wind = wind speed/direction. Not all stations have all sensors. Defaults to air_temperature."
    },
    "end_date": {
      "type": "string",
      "description": "End date for observations in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-02). Defaults to today. Maximum range: 31 days."
    },
    "begin_date": {
      "type": "string",
      "description": "Start date for observations in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-01). Defaults to yesterday. Maximum range: 31 days."
    },
    "station_id": {
      "type": "string",
      "description": "NOAA CO-OPS station ID (4–7 digits, e.g. 8443970 for Boston MA). Find station IDs with the coops.tides.stations tool."
    }
  },
  "additionalProperties": false
}

coops.tides.predictions

Get predicted high and low tide times and heights for any NOAA CO-OPS tide gauge station in the US, Puerto Rico, Pacific Islands, and Great Lakes. Returns a chronological list of high (H) and low (L) tides with UTC timestamps and water heights. Specify a station_id (e.g. 8443970 for Boston, 9414290 for San Francisco, 8518750 for New York) and optional date range (default: next 7 days). Datum defaults to MLLW (Mean Lower Low Water) — the reference datum used on NOAA nautical charts. Data is generated from harmonic tide predictions. Useful for sailing, fishing, coastal engineering, and flood planning. Source: NOAA Center for Operational Oceanographic Products and Services (CO-OPS) — tidesandcurrents.noaa.gov. No auth, US Gov public domain.

read-only

Argument	Type	Description
datum	string	Vertical datum for water height measurements. MLLW (Mean Lower Low Water) is the chart datum used for nautical charts. MSL = Mean Sea Level. Defaults to MLLW.
limit	integer	Maximum number of tide predictions to return (1–500). Defaults to 100. A 7-day window typically has 28 high/low tides.
units	string	Unit system for water heights. english = feet, metric = meters. Defaults to english.
end_date	string	End date for tide predictions in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-11). Defaults to 7 days from today. Maximum range: 366 days.
begin_date	string	Start date for tide predictions in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-04). Defaults to today. Maximum range: 366 days.
station_id*	string	NOAA CO-OPS station ID (4–7 digits, e.g. 8443970 for Boston MA). Find station IDs with the coops.tides.stations tool.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "datum": {
      "enum": [
        "MLLW",
        "MLW",
        "MSL",
        "MHW",
        "MHHW",
        "NAVD",
        "STND"
      ],
      "type": "string",
      "description": "Vertical datum for water height measurements. MLLW (Mean Lower Low Water) is the chart datum used for nautical charts. MSL = Mean Sea Level. Defaults to MLLW."
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of tide predictions to return (1–500). Defaults to 100. A 7-day window typically has 28 high/low tides."
    },
    "units": {
      "enum": [
        "english",
        "metric"
      ],
      "type": "string",
      "description": "Unit system for water heights. english = feet, metric = meters. Defaults to english."
    },
    "end_date": {
      "type": "string",
      "description": "End date for tide predictions in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-11). Defaults to 7 days from today. Maximum range: 366 days."
    },
    "begin_date": {
      "type": "string",
      "description": "Start date for tide predictions in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-04). Defaults to today. Maximum range: 366 days."
    },
    "station_id": {
      "type": "string",
      "description": "NOAA CO-OPS station ID (4–7 digits, e.g. 8443970 for Boston MA). Find station IDs with the coops.tides.stations tool."
    }
  },
  "additionalProperties": false
}

coops.tides.stations

List active NOAA CO-OPS tide gauge stations with their IDs, names, coordinates, and metadata. Over 300 stations covering US coastal states, Puerto Rico, Pacific Islands, and the Great Lakes. Filter by state abbreviation (e.g. CA, FL, NY) to find local stations. Returns station_id, name, latitude, longitude, state, timezone, tidal flag, and forecast availability. Use the returned station_id values with coops.tides.predictions, coops.tides.water_level, and coops.tides.conditions. Source: NOAA CO-OPS — tidesandcurrents.noaa.gov. No auth, US Gov public domain.

read-only

Argument	Type	Description
limit	integer	Maximum number of stations to return (1–200). Defaults to 50.
state	string	Filter stations by US state abbreviation (e.g. CA, NY, FL, TX). Must be exactly 2 uppercase letters. Omit for all states.
tidal_only	boolean	When true (default), return only tidal stations. Set to false to include Great Lakes and non-tidal stations.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of stations to return (1–200). Defaults to 50."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Filter stations by US state abbreviation (e.g. CA, NY, FL, TX). Must be exactly 2 uppercase letters. Omit for all states."
    },
    "tidal_only": {
      "type": "boolean",
      "description": "When true (default), return only tidal stations. Set to false to include Great Lakes and non-tidal stations."
    }
  },
  "additionalProperties": false
}

coops.tides.water_level

Get verified observed water level readings (at 6-minute intervals) from a NOAA CO-OPS tide gauge station. Returns time-series data with UTC timestamps, water height in feet or meters relative to the chosen datum, and data quality flags. Specify station_id and optional date range (default: last 24 hours, max range 31 days). Datum defaults to MLLW. Observed data may lag real-time by up to 6 minutes; use coops.tides.predictions for future forecasts. Useful for flood monitoring, storm surge analysis, historical tide research, and comparing observed vs. predicted tides. Source: NOAA CO-OPS — tidesandcurrents.noaa.gov. No auth, US Gov public domain.

read-only

Argument	Type	Description
datum	string	Vertical datum for water height measurements. MLLW is the standard chart datum. Defaults to MLLW.
limit	integer	Maximum number of 6-minute interval readings to return (1–500). Defaults to 120. One day has 240 readings.
units	string	Unit system: english = feet, metric = meters. Defaults to english.
end_date	string	End date for water level observations in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-02). Defaults to today. Maximum range: 31 days.
begin_date	string	Start date for water level observations in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-01). Defaults to yesterday. Maximum range: 31 days.
station_id*	string	NOAA CO-OPS station ID (4–7 digits, e.g. 8443970 for Boston MA). Find station IDs with the coops.tides.stations tool.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "datum": {
      "enum": [
        "MLLW",
        "MLW",
        "MSL",
        "MHW",
        "MHHW",
        "NAVD",
        "STND"
      ],
      "type": "string",
      "description": "Vertical datum for water height measurements. MLLW is the standard chart datum. Defaults to MLLW."
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of 6-minute interval readings to return (1–500). Defaults to 120. One day has 240 readings."
    },
    "units": {
      "enum": [
        "english",
        "metric"
      ],
      "type": "string",
      "description": "Unit system: english = feet, metric = meters. Defaults to english."
    },
    "end_date": {
      "type": "string",
      "description": "End date for water level observations in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-02). Defaults to today. Maximum range: 31 days."
    },
    "begin_date": {
      "type": "string",
      "description": "Start date for water level observations in YYYY-MM-DD or YYYYMMDD format (e.g. 2025-07-01). Defaults to yesterday. Maximum range: 31 days."
    },
    "station_id": {
      "type": "string",
      "description": "NOAA CO-OPS station ID (4–7 digits, e.g. 8443970 for Boston MA). Find station IDs with the coops.tides.stations tool."
    }
  },
  "additionalProperties": false
}

copernicus-sentinel.imagery.collections

Browse the Copernicus Data Space Ecosystem STAC catalog of satellite/product collections (Sentinel-1 radar, Sentinel-2 optical, Sentinel-3 ocean/land, Sentinel-5P atmosphere, Sentinel-6 altimetry, plus Copernicus contributing missions and derived land/emergency products), filterable by keyword. Use the returned collection IDs with search_scenes and scene_detail. Data: ESA/EU Copernicus, public STAC catalog, no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of collections to return (default 20, max 100).
keyword	string	Filter collections by keyword matched against collection ID and title (case-insensitive substring), e.g. "sentinel-1" or "dem". Omit to list only the Sentinel mission collections.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of collections to return (default 20, max 100)."
    },
    "keyword": {
      "type": "string",
      "description": "Filter collections by keyword matched against collection ID and title (case-insensitive substring), e.g. \"sentinel-1\" or \"dem\". Omit to list only the Sentinel mission collections."
    }
  },
  "additionalProperties": false
}

copernicus-sentinel.imagery.detail

Get full metadata for one Sentinel satellite scene: acquisition time, footprint, platform, instrument, product type, cloud/snow cover, orbit state, and the list of available spectral band assets plus a public quicklook thumbnail URL. Collection and item_id come from copernicus-sentinel.search_scenes. Data: ESA/EU Copernicus, public STAC catalog, no auth required.

read-only

Argument	Type	Description
item_id*	string	STAC item (scene) ID from a search_scenes result, e.g. "S2B_MSIL2A_20260829T053639_N0512_R005_T50XNK_20260829T072754".
collection*	string	STAC collection ID the scene belongs to (from a search_scenes result), e.g. "sentinel-2-l2a".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "collection",
    "item_id"
  ],
  "properties": {
    "item_id": {
      "type": "string",
      "minLength": 1,
      "description": "STAC item (scene) ID from a search_scenes result, e.g. \"S2B_MSIL2A_20260829T053639_N0512_R005_T50XNK_20260829T072754\"."
    },
    "collection": {
      "type": "string",
      "minLength": 1,
      "description": "STAC collection ID the scene belongs to (from a search_scenes result), e.g. \"sentinel-2-l2a\"."
    }
  },
  "additionalProperties": false
}

copernicus-sentinel.imagery.search

Search the Copernicus Data Space Ecosystem STAC catalog for Sentinel satellite scenes covering an area and date range, with optional maximum cloud cover filter and sort by date or cloudiness. Returns scene IDs, acquisition time, cloud cover, and a quicklook thumbnail URL for each match. Data: ESA/EU Copernicus Sentinel program, public STAC catalog, no auth required.

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Argument	Type	Description
lat	number	Latitude of a point of interest. Use with "lon" (and optional "radius_km") instead of bbox.
lon	number	Longitude of a point of interest. Use with "lat" (and optional "radius_km") instead of bbox.
bbox	array	Bounding box [min_lon, min_lat, max_lon, max_lat] in WGS84 decimal degrees. Provide this OR lat + lon.
sort	string	Sort order: "date_desc" (newest first, default) or "cloud_asc" (least cloudy first).
limit	integer	Maximum number of scenes to return (default 10, max 50).
end_date*	string	End of the acquisition date range, format YYYY-MM-DD.
radius_km	number	Search radius in kilometers around lat/lon (default 20, max 500). Ignored if bbox is given.
collection	string	STAC collection ID to search (default "sentinel-2-l2a"). Other common values: "sentinel-1-grd" (radar), "sentinel-2-l1c" (top-of-atmosphere optical), "sentinel-3-olci-2-wfr-nrt" (ocean color). See copernicus-sentinel.list_collections for the full list.
start_date*	string	Start of the acquisition date range, format YYYY-MM-DD.
max_cloud_cover	number	Maximum acceptable cloud cover percentage (0-100). Applies to optical collections like Sentinel-2; omit for radar collections such as Sentinel-1.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "start_date",
    "end_date"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of a point of interest. Use with \"lon\" (and optional \"radius_km\") instead of bbox."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of a point of interest. Use with \"lat\" (and optional \"radius_km\") instead of bbox."
    },
    "bbox": {
      "type": "array",
      "items": {
        "type": "number"
      },
      "maxItems": 4,
      "minItems": 4,
      "description": "Bounding box [min_lon, min_lat, max_lon, max_lat] in WGS84 decimal degrees. Provide this OR lat + lon."
    },
    "sort": {
      "enum": [
        "date_desc",
        "cloud_asc"
      ],
      "type": "string",
      "description": "Sort order: \"date_desc\" (newest first, default) or \"cloud_asc\" (least cloudy first)."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of scenes to return (default 10, max 50)."
    },
    "end_date": {
      "type": "string",
      "description": "End of the acquisition date range, format YYYY-MM-DD."
    },
    "radius_km": {
      "type": "number",
      "maximum": 500,
      "minimum": 1,
      "description": "Search radius in kilometers around lat/lon (default 20, max 500). Ignored if bbox is given."
    },
    "collection": {
      "type": "string",
      "minLength": 1,
      "description": "STAC collection ID to search (default \"sentinel-2-l2a\"). Other common values: \"sentinel-1-grd\" (radar), \"sentinel-2-l1c\" (top-of-atmosphere optical), \"sentinel-3-olci-2-wfr-nrt\" (ocean color). See copernicus-sentinel.list_collections for the full list."
    },
    "start_date": {
      "type": "string",
      "description": "Start of the acquisition date range, format YYYY-MM-DD."
    },
    "max_cloud_cover": {
      "type": "number",
      "maximum": 100,
      "minimum": 0,
      "description": "Maximum acceptable cloud cover percentage (0-100). Applies to optical collections like Sentinel-2; omit for radar collections such as Sentinel-1."
    }
  },
  "additionalProperties": false
}

cordis.research.organisation_search

Find universities, research institutes, companies, and SMEs registered in CORDIS as participants in EU-funded research. Search by organisation name fragment (case-insensitive). Optionally filter by ISO 2-letter country code. Returns CORDIS organisation ID (PIC number), legal name, country, website URL, and entity type (Organisation / ForProfitOrganisation / SME). Useful for partner discovery, consortium research, and EU research landscape mapping. Covers 72,000+ organisations across all EU member states and associated countries.

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Argument	Type	Description
name*	string	Organisation name fragment to search (case-insensitive). E.g. "university of cambridge", "fraunhofer", "CERN".
limit	integer	Maximum number of results (1-20, default 10)
country	string	ISO 3166-1 alpha-2 country code to filter by (e.g. "DE" for Germany, "FR" for France, "GB" for UK)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 2,
      "description": "Organisation name fragment to search (case-insensitive). E.g. \"university of cambridge\", \"fraunhofer\", \"CERN\"."
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum number of results (1-20, default 10)"
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code to filter by (e.g. \"DE\" for Germany, \"FR\" for France, \"GB\" for UK)"
    }
  },
  "additionalProperties": false
}

cordis.research.project_details

Retrieve full details for a specific EU-funded research project by its grant agreement number. Returns project title, acronym, abstract (project description and scientific objectives), start and end dates, total EU funding in EUR, duration in months, signature date, project status, and the list of all participating organisations with their roles (coordinator vs participant). Use the Horizon Europe CORDIS project page URL for direct browser access. Grant IDs are typically 9-digit numbers (Horizon Europe) or 6-digit numbers (H2020).

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Argument	Type	Description
grant_id*	string	Grant agreement number — typically 9 digits for Horizon Europe (e.g. "101181585") or 6 digits for H2020 (e.g. "101004410"). Found in cordis.project_search results as the `id` field.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "grant_id"
  ],
  "properties": {
    "grant_id": {
      "type": "string",
      "minLength": 6,
      "description": "Grant agreement number — typically 9 digits for Horizon Europe (e.g. \"101181585\") or 6 digits for H2020 (e.g. \"101004410\"). Found in cordis.project_search results as the `id` field."
    }
  },
  "additionalProperties": false
}

cordis.research.project_publications

Search research publications (journal papers, conference proceedings) linked to EU-funded projects in the CORDIS linked-data knowledge graph. Filter by keyword in the publication title, or scope to a specific project by providing the grant agreement number. Returns publication identifier, full title, DOI (when available), publication date, and the RCN of the parent EU project. Covers 283,000+ journal papers and 92,000+ proceedings papers from Horizon/H2020 research.

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Argument	Type	Description
limit	integer	Maximum number of publications to return (1-20, default 10)
query*	string	Keyword(s) to search in publication titles (e.g. "machine learning", "cancer therapy", "battery storage")
project_id	string	Optional grant agreement number to scope publications to a specific EU project (e.g. "101181585")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum number of publications to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 2,
      "description": "Keyword(s) to search in publication titles (e.g. \"machine learning\", \"cancer therapy\", \"battery storage\")"
    },
    "project_id": {
      "type": "string",
      "description": "Optional grant agreement number to scope publications to a specific EU project (e.g. \"101181585\")"
    }
  },
  "additionalProperties": false
}

cordis.research.project_search

Search 80,000+ EU-funded research projects from Horizon Europe (2021–2027) and H2020 (2014–2020) using the CORDIS EURIO linked-data SPARQL endpoint. Filter by keywords in the project title, lifecycle status (SIGNED = active, CLOSED = completed, TERMINATED = cancelled), and start year range. Returns grant agreement ID, RCN, title, dates, and status. Use the `id` field with cordis.research.project_details to get full project data. Covers research in AI, climate, health, energy, space, digital, and all Horizon thematic clusters.

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Argument	Type	Description
limit	integer	Maximum number of results to return (1-20, default 10)
query*	string	Keyword(s) to search in project titles (e.g. "artificial intelligence", "climate change", "renewable energy")
status	string	Project lifecycle status filter. SIGNED = active/running, CLOSED = completed, TERMINATED = cancelled early.
year_to	integer	Filter projects starting on or before this year (e.g. 2027)
year_from	integer	Filter projects starting on or after this year (e.g. 2020 for Horizon Europe era)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum number of results to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Keyword(s) to search in project titles (e.g. \"artificial intelligence\", \"climate change\", \"renewable energy\")"
    },
    "status": {
      "enum": [
        "SIGNED",
        "CLOSED",
        "TERMINATED"
      ],
      "type": "string",
      "description": "Project lifecycle status filter. SIGNED = active/running, CLOSED = completed, TERMINATED = cancelled early."
    },
    "year_to": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1984,
      "description": "Filter projects starting on or before this year (e.g. 2027)"
    },
    "year_from": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1984,
      "description": "Filter projects starting on or after this year (e.g. 2020 for Horizon Europe era)"
    }
  },
  "additionalProperties": false
}

cpsc.safety.by_manufacturer

Retrieve all CPSC consumer product recall notices for a specific manufacturer or brand name. Returns the full recall history for companies like Samsung, Polaris, Kidde, IKEA, or any manufacturer that has issued CPSC recalls. Supports optional date range filtering. Returns recall title, products, hazards, remedy options, and recall dates. Essential for supply chain due diligence, vendor safety audits, product liability research, and regulatory compliance checks on specific manufacturers or brands. No auth — US Consumer Product Safety Act public domain data, unlimited free.

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Argument	Type	Description
limit	integer	Maximum number of recalls to return (1–100, default 50). Prolific manufacturers may have many recalls — use date filters to narrow.
date_end	string	End date filter (YYYY-MM-DD). Only returns recalls issued on or before this date. Example: "2024-12-31".
date_start	string	Start date filter (YYYY-MM-DD). Only returns recalls issued on or after this date. Example: "2020-01-01".
manufacturer*	string	Manufacturer or brand name to retrieve all recalls for. Partial match is supported. Example: "Samsung", "Polaris", "Kidde", "Traeger".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "manufacturer"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of recalls to return (1–100, default 50). Prolific manufacturers may have many recalls — use date filters to narrow."
    },
    "date_end": {
      "type": "string",
      "description": "End date filter (YYYY-MM-DD). Only returns recalls issued on or before this date. Example: \"2024-12-31\"."
    },
    "date_start": {
      "type": "string",
      "description": "Start date filter (YYYY-MM-DD). Only returns recalls issued on or after this date. Example: \"2020-01-01\"."
    },
    "manufacturer": {
      "type": "string",
      "minLength": 2,
      "description": "Manufacturer or brand name to retrieve all recalls for. Partial match is supported. Example: \"Samsung\", \"Polaris\", \"Kidde\", \"Traeger\"."
    }
  },
  "additionalProperties": false
}

cpsc.safety.detail

Retrieve complete details for a single CPSC recall notice by its numeric RecallID or recall number string (e.g. "26582"). Returns the full record including: product descriptions, model numbers, units affected, hazard descriptions and types, injury reports, all remedy instructions, remedy options (refund/repair/replace), manufacturer and retailer names, importer and distributor information, manufacturer country, product UPCs, and all recall images with captions. Use after cpsc.safety.search to get complete details on a specific recall record. No auth — US Consumer Product Safety Act public domain data, unlimited free.

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Argument	Type	Description
recall_id	integer	Numeric CPSC recall ID (RecallID field). Preferred over recall_number — use the integer ID returned by cpsc.safety.search. Example: 10840. At least one of recall_id or recall_number must be provided.
recall_number	string	CPSC recall number string (RecallNumber field). Typically a 5-digit string like "26582". Use when you have the recall number from a CPSC press release but not the internal RecallID. At least one of recall_id or recall_number must be provided.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "recall_id": {
      "type": "integer",
      "description": "Numeric CPSC recall ID (RecallID field). Preferred over recall_number — use the integer ID returned by cpsc.safety.search. Example: 10840. At least one of recall_id or recall_number must be provided."
    },
    "recall_number": {
      "type": "string",
      "description": "CPSC recall number string (RecallNumber field). Typically a 5-digit string like \"26582\". Use when you have the recall number from a CPSC press release but not the internal RecallID. At least one of recall_id or recall_number must be provided."
    }
  },
  "additionalProperties": false
}

cpsc.safety.recent

Get the most recent US CPSC consumer product recall notices issued within the last N days. Returns recalls ordered newest-first with title, affected products, hazards, remedy options, and manufacturer details. Optionally filter by CPSC product category (e.g. "Toys", "Furniture", "Power Tools"). Ideal for safety monitoring agents, compliance dashboards, and consumer protection workflows that need to track new recall announcements on a daily or weekly basis. No auth — US Consumer Product Safety Act public domain data, unlimited free.

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Argument	Type	Description
days	integer	Number of days to look back for recent recalls (1–365, default 30). Example: 7 returns recalls from the last week; 90 returns the last quarter.
limit	integer	Maximum number of recent recalls to return (1–100, default 20). Results are ordered newest-first.
product_type	string	Optional CPSC product category to filter recent recalls. Example: "Toys", "Furniture", "Power Tools". Leave blank to get recent recalls across all categories.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "default": 30,
      "maximum": 365,
      "minimum": 1,
      "description": "Number of days to look back for recent recalls (1–365, default 30). Example: 7 returns recalls from the last week; 90 returns the last quarter."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of recent recalls to return (1–100, default 20). Results are ordered newest-first."
    },
    "product_type": {
      "type": "string",
      "description": "Optional CPSC product category to filter recent recalls. Example: \"Toys\", \"Furniture\", \"Power Tools\". Leave blank to get recent recalls across all categories."
    }
  },
  "additionalProperties": false
}

cpsc.safety.search

Search US Consumer Product Safety Commission (CPSC) recall notices by product name, product category, manufacturer, date range, hazard type, and country of origin. Returns matching recalls with title, description, hazards, remedy options, manufacturer details, and official recall URL from cpsc.gov. Database contains all recalls since 1974 — over 6 000 active recall records. Use to check whether a specific product or brand has been recalled for safety defects, fire hazards, choking risks, or other consumer safety issues. No auth — US Consumer Product Safety Act public domain data, unlimited free.

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Argument	Type	Description
limit	integer	Maximum number of recalls to return (1–100, default 20). The API may match more records — use date_start/date_end to narrow results.
hazard	string	Hazard type keyword to filter recalls. Must match an exact CPSC hazard name. Example: "fire hazard", "choking hazard". Note: use product_name or product_type for broader searches.
country	string	Manufacturer country of origin to filter recalls. Example: "China", "United States", "Vietnam".
date_end	string	End date for recall date range filter (ISO 8601 format YYYY-MM-DD). Example: "2024-12-31". Only returns recalls issued on or before this date.
date_start	string	Start date for recall date range filter (ISO 8601 format YYYY-MM-DD). Example: "2024-01-01". Only returns recalls issued on or after this date.
manufacturer	string	Manufacturer or brand name to filter recalls (partial match). Example: "Fisher-Price", "IKEA", "Honda".
product_name	string	Product name keyword to filter recalls (partial match). Example: "bicycle helmet", "smoke detector", "baby carrier".
product_type	string	CPSC product category to filter recalls. Common values: "Toys", "Clothing", "Furniture", "Sports & Recreation", "Home Furnishings", "Electronics", "Children's Products", "Power Tools". Must match a CPSC category name exactly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of recalls to return (1–100, default 20). The API may match more records — use date_start/date_end to narrow results."
    },
    "hazard": {
      "type": "string",
      "description": "Hazard type keyword to filter recalls. Must match an exact CPSC hazard name. Example: \"fire hazard\", \"choking hazard\". Note: use product_name or product_type for broader searches."
    },
    "country": {
      "type": "string",
      "description": "Manufacturer country of origin to filter recalls. Example: \"China\", \"United States\", \"Vietnam\"."
    },
    "date_end": {
      "type": "string",
      "description": "End date for recall date range filter (ISO 8601 format YYYY-MM-DD). Example: \"2024-12-31\". Only returns recalls issued on or before this date."
    },
    "date_start": {
      "type": "string",
      "description": "Start date for recall date range filter (ISO 8601 format YYYY-MM-DD). Example: \"2024-01-01\". Only returns recalls issued on or after this date."
    },
    "manufacturer": {
      "type": "string",
      "description": "Manufacturer or brand name to filter recalls (partial match). Example: \"Fisher-Price\", \"IKEA\", \"Honda\"."
    },
    "product_name": {
      "type": "string",
      "description": "Product name keyword to filter recalls (partial match). Example: \"bicycle helmet\", \"smoke detector\", \"baby carrier\"."
    },
    "product_type": {
      "type": "string",
      "description": "CPSC product category to filter recalls. Common values: \"Toys\", \"Clothing\", \"Furniture\", \"Sports & Recreation\", \"Home Furnishings\", \"Electronics\", \"Children's Products\", \"Power Tools\". Must match a CPSC category name exactly."
    }
  },
  "additionalProperties": false
}

crossref-datacitations.citations.browse

Browse article-to-dataset citation events by creation-date range and/or publisher member ID, without needing a known DOI. Useful for monitoring newly-deposited data citations from a specific publisher or time window. Data: api.crossref.org/beta/datacitations (CrossRef Data Citations API), no auth required, CC0 metadata, ~5-day delay between deposit and API appearance.

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Argument	Type	Description
rows	integer	Number of citation events to return (1-500, default 20)
from_date	string	Only citation events created on/after this date, YYYY-MM-DD or YYYY-MM-DDTHH:MM:SS (e.g. "2026-01-20")
member_id	string	Filter to citing works from a specific CrossRef member/publisher ID (e.g. "78")
until_date	string	Only citation events created on/before this date, YYYY-MM-DD or YYYY-MM-DDTHH:MM:SS (e.g. "2026-01-21")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of citation events to return (1-500, default 20)"
    },
    "from_date": {
      "type": "string",
      "description": "Only citation events created on/after this date, YYYY-MM-DD or YYYY-MM-DDTHH:MM:SS (e.g. \"2026-01-20\")"
    },
    "member_id": {
      "type": "string",
      "description": "Filter to citing works from a specific CrossRef member/publisher ID (e.g. \"78\")"
    },
    "until_date": {
      "type": "string",
      "description": "Only citation events created on/before this date, YYYY-MM-DD or YYYY-MM-DDTHH:MM:SS (e.g. \"2026-01-21\")"
    }
  },
  "additionalProperties": false
}

crossref-datacitations.citations.from_article

Find datasets (Crossref-DOI or DataCite-DOI) cited by a given scholarly work DOI. Returns each cited dataset's DOI, registration agency (Crossref/DataCite), and the citation timestamp. Useful for surfacing the underlying data behind a paper for reproducibility or follow-up analysis. Data: api.crossref.org/beta/datacitations (CrossRef Data Citations API), no auth required, CC0 metadata.

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Argument	Type	Description
rows	integer	Number of citation events to return (1-500, default 20)
article_doi*	string	DOI of the scholarly work to find cited datasets for (e.g. "10.1016/j.jpeds.2026.114997")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "article_doi"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of citation events to return (1-500, default 20)"
    },
    "article_doi": {
      "type": "string",
      "minLength": 1,
      "description": "DOI of the scholarly work to find cited datasets for (e.g. \"10.1016/j.jpeds.2026.114997\")"
    }
  },
  "additionalProperties": false
}

crossref-datacitations.citations.to_dataset

Find scholarly works (journal articles, preprints) that cite a given dataset DOI. Returns each citing work's DOI, work type, publisher member ID, and the citation timestamp. Useful for measuring dataset reuse/impact or tracing which papers relied on a specific dataset. Data: api.crossref.org/beta/datacitations (CrossRef Data Citations API), no auth required, CC0 metadata, ~5-day delay between deposit and API appearance.

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Argument	Type	Description
rows	integer	Number of citation events to return (1-500, default 20)
dataset_doi*	string	DOI of the dataset to find citing works for (e.g. "10.1037/t00742-000")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_doi"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of citation events to return (1-500, default 20)"
    },
    "dataset_doi": {
      "type": "string",
      "minLength": 1,
      "description": "DOI of the dataset to find citing works for (e.g. \"10.1037/t00742-000\")"
    }
  },
  "additionalProperties": false
}

crossref.funders.search

Search the CrossRef Funder Registry (open registry of ~30K research funding organizations, based on the Funder Registry / ROR data) by name. Returns funder ID (DOI-based), canonical and alternate names, location, and URI — used to trace grant funding acknowledged in published papers. Data: api.crossref.org (CrossRef REST API), no auth required.

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Argument	Type	Description
rows	integer	Number of results to return (1-20, default 10)
query*	string	Search query for funder/grant organization name (e.g. "national science foundation")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query for funder/grant organization name (e.g. \"national science foundation\")"
    }
  },
  "additionalProperties": false
}

crossref.journals.lookup

Get metadata for an academic journal by its ISSN — title, publisher, subject areas, and DOI coverage counts (current, backfile, total). Useful for verifying a journal's publisher or gauging its publication volume. Data: api.crossref.org (CrossRef REST API), no auth required.

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Argument	Type	Description
issn*	string	Journal ISSN in NNNN-NNNN format (e.g. 0028-0836 for Nature)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "issn"
  ],
  "properties": {
    "issn": {
      "type": "string",
      "minLength": 1,
      "description": "Journal ISSN in NNNN-NNNN format (e.g. 0028-0836 for Nature)"
    }
  },
  "additionalProperties": false
}

crossref.members.search

Search the CrossRef member registry (17K+ registered publishers and societies) by name. Returns member ID, primary name, location, DOI prefixes, and DOI coverage counts. Useful for identifying a publisher's CrossRef member ID or checking publication volume. Data: api.crossref.org (CrossRef REST API), no auth required.

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Argument	Type	Description
rows	integer	Number of results to return (1-20, default 10)
query*	string	Search query for publisher/member name (e.g. "elsevier", "springer")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query for publisher/member name (e.g. \"elsevier\", \"springer\")"
    }
  },
  "additionalProperties": false
}

crossref.works.search

Search 150M+ scholarly works (journal articles, books, conference papers, datasets) by title, author, or full text. Returns DOI, title, authors, publisher, container (journal/book) title, published date, citation count, and abstract. Complements education.doi_lookup (which resolves a single known DOI) by letting agents discover DOIs from a text query. Data: api.crossref.org (CrossRef REST API), no auth required, CC0 metadata.

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Argument	Type	Description
rows	integer	Number of results to return (1-20, default 10)
query*	string	Search query across title, author, and full text (e.g. "quantum computing")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query across title, author, and full text (e.g. \"quantum computing\")"
    }
  },
  "additionalProperties": false
}

crypto.coin.detail

Get detailed information about a cryptocurrency

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Argument	Type	Description
coin_id*	string	CoinGecko coin ID (e.g. bitcoin, ethereum)
include_community	boolean	Include community/social stats
include_developer	boolean	Include developer/GitHub stats
include_description	boolean	Include coin description text

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "coin_id"
  ],
  "properties": {
    "coin_id": {
      "type": "string",
      "description": "CoinGecko coin ID (e.g. bitcoin, ethereum)"
    },
    "include_community": {
      "type": "boolean",
      "description": "Include community/social stats"
    },
    "include_developer": {
      "type": "boolean",
      "description": "Include developer/GitHub stats"
    },
    "include_description": {
      "type": "boolean",
      "description": "Include coin description text"
    }
  },
  "additionalProperties": false
}

crypto.coin.search

Search for cryptocurrencies by name or symbol

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Argument	Type	Description
query*	string	Search query for coin name, symbol, or ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Search query for coin name, symbol, or ID"
    }
  },
  "additionalProperties": false
}

crypto.dex.pools

Get DEX liquidity pool data

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Argument	Type	Description
limit	integer	Max number of results (1-50)
query	string	Search query for pool name or token
network	string	Blockchain network to query (e.g. ethereum, bsc, polygon, solana)
sort_by	string	Sort order for pool results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "description": "Max number of results (1-50)"
    },
    "query": {
      "type": "string",
      "description": "Search query for pool name or token"
    },
    "network": {
      "enum": [
        "ethereum",
        "bsc",
        "polygon",
        "arbitrum",
        "solana",
        "base",
        "avalanche",
        "optimism"
      ],
      "type": "string",
      "description": "Blockchain network to query (e.g. ethereum, bsc, polygon, solana)"
    },
    "sort_by": {
      "enum": [
        "volume_24h",
        "liquidity",
        "price_change_24h",
        "transactions_24h"
      ],
      "type": "string",
      "description": "Sort order for pool results"
    }
  },
  "additionalProperties": false
}

crypto.global.stats

Get global cryptocurrency market statistics

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Argument	Type	Description
include_defi	boolean	Include DeFi-specific global stats

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "include_defi": {
      "type": "boolean",
      "description": "Include DeFi-specific global stats"
    }
  },
  "additionalProperties": false
}

crypto.market.overview

Get cryptocurrency market data by category

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Argument	Type	Description
limit	integer	Max number of results (1-250)
sort_by	string	Sort order for results
category	string	Filter by market category
include_sparkline	boolean	Include 7-day sparkline price data

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 250,
      "description": "Max number of results (1-250)"
    },
    "sort_by": {
      "enum": [
        "market_cap_desc",
        "market_cap_asc",
        "volume_desc",
        "price_desc",
        "price_change_24h_desc"
      ],
      "type": "string",
      "description": "Sort order for results"
    },
    "category": {
      "enum": [
        "defi",
        "layer-1",
        "layer-2",
        "gaming",
        "ai-big-data",
        "meme-token",
        "stablecoins",
        "nft",
        "exchange-based-tokens",
        "real-world-assets"
      ],
      "type": "string",
      "description": "Filter by market category"
    },
    "include_sparkline": {
      "type": "boolean",
      "description": "Include 7-day sparkline price data"
    }
  },
  "additionalProperties": false
}

crypto.price.current

Get current prices for cryptocurrencies

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Argument	Type	Description
coins*	array	List of coin IDs to get prices for
vs_currencies	array	Target currencies for price conversion
include_volume	boolean	Include 24-hour trading volume
include_24h_change	boolean	Include 24-hour price change percentage
include_market_cap	boolean	Include market capitalization

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "coins"
  ],
  "properties": {
    "coins": {
      "type": "array",
      "items": {
        "type": "string",
        "description": "CoinGecko coin ID (e.g. bitcoin, ethereum)"
      },
      "maxItems": 50,
      "description": "List of coin IDs to get prices for"
    },
    "vs_currencies": {
      "type": "array",
      "items": {
        "type": "string",
        "description": "Currency code (e.g. usd, eur, btc)"
      },
      "description": "Target currencies for price conversion"
    },
    "include_volume": {
      "type": "boolean",
      "description": "Include 24-hour trading volume"
    },
    "include_24h_change": {
      "type": "boolean",
      "description": "Include 24-hour price change percentage"
    },
    "include_market_cap": {
      "type": "boolean",
      "description": "Include market capitalization"
    }
  },
  "additionalProperties": false
}

crypto.price.history

Get price history for a cryptocurrency

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Argument	Type	Description
days	integer	Number of days of history (1-365)
format	string	Response format: timeseries (price points) or ohlcv (candlestick data)
coin_id*	string	CoinGecko coin ID (e.g. bitcoin, ethereum)
interval	string	Data point interval for price history (5m, hourly, or daily)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "coin_id"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 365,
      "description": "Number of days of history (1-365)"
    },
    "format": {
      "enum": [
        "timeseries",
        "ohlcv"
      ],
      "type": "string",
      "description": "Response format: timeseries (price points) or ohlcv (candlestick data)"
    },
    "coin_id": {
      "type": "string",
      "description": "CoinGecko coin ID (e.g. bitcoin, ethereum)"
    },
    "interval": {
      "enum": [
        "5m",
        "hourly",
        "daily"
      ],
      "type": "string",
      "description": "Data point interval for price history (5m, hourly, or daily)"
    }
  },
  "additionalProperties": false
}

crypto.token.lookup

Get token info by contract address

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Argument	Type	Description
network	string	Blockchain network to query (e.g. ethereum, bsc, polygon, solana)
contract_address*	string	Token contract address (e.g. 0x...)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "contract_address"
  ],
  "properties": {
    "network": {
      "enum": [
        "ethereum",
        "bsc",
        "polygon",
        "arbitrum",
        "solana",
        "base",
        "avalanche",
        "optimism"
      ],
      "type": "string",
      "description": "Blockchain network to query (e.g. ethereum, bsc, polygon, solana)"
    },
    "contract_address": {
      "type": "string",
      "description": "Token contract address (e.g. 0x...)"
    }
  },
  "additionalProperties": false
}

crypto.trending.get

Get trending cryptocurrencies

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Argument	Type	Description
include_nfts	boolean	Include trending NFT collections
include_categories	boolean	Include trending categories

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "include_nfts": {
      "type": "boolean",
      "description": "Include trending NFT collections"
    },
    "include_categories": {
      "type": "boolean",
      "description": "Include trending categories"
    }
  },
  "additionalProperties": false
}

culture.artic.artist

Search artists and makers in the Art Institute of Chicago collection — name, birth/death dates, biography. Find artist IDs for cross-referencing with artwork search (ARTIC)

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Argument	Type	Description
q*	string	Artist name to search (e.g. "Claude Monet", "Picasso", "Georgia O'Keeffe")
limit	integer	Number of results (default 10, max 100)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Artist name to search (e.g. \"Claude Monet\", \"Picasso\", \"Georgia O'Keeffe\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results (default 10, max 100)"
    }
  },
  "additionalProperties": false
}

culture.artic.artwork

Full details for a single artwork — title, artist, date, medium, dimensions, credit line, place of origin, department, provenance, exhibition history, high-res IIIF image URL. Use artwork ID from search results (ARTIC)

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Argument	Type	Description
id*	integer	ARTIC artwork ID from search results (e.g. 16568 for Monet Water Lilies)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "ARTIC artwork ID from search results (e.g. 16568 for Monet Water Lilies)"
    }
  },
  "additionalProperties": false
}

culture.artic.search

Search 120,000+ artworks at the Art Institute of Chicago — paintings, sculptures, photographs, prints, textiles. Returns title, artist, date, medium, dimensions, IIIF image URL, public domain status. Covers all periods and regions (ARTIC)

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Argument	Type	Description
q*	string	Search query for artworks (e.g. "monet water lilies", "picasso", "impressionism", "Japanese woodblock")
page	integer	Page number for pagination (default 1)
limit	integer	Number of results (default 10, max 100)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Search query for artworks (e.g. \"monet water lilies\", \"picasso\", \"impressionism\", \"Japanese woodblock\")"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results (default 10, max 100)"
    }
  },
  "additionalProperties": false
}

culture.europeana.record

Full metadata for a single cultural heritage object — title, creator, description, date, language, source, rights, high-res image URL, provider institution, landing page. Use ID from search results (Europeana)

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Argument	Type	Description
id*	string	Europeana record ID from search results (e.g. "/09102/_GNM_693983" or "09102/_GNM_693983")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Europeana record ID from search results (e.g. \"/09102/_GNM_693983\" or \"09102/_GNM_693983\")"
    }
  },
  "additionalProperties": false
}

culture.europeana.search

Search 50M+ cultural heritage objects across 4,000 institutions in 36 European countries — paintings, photographs, books, maps, 3D objects, music, film. Multilingual (24 languages). Filter by country, media type. Returns title, creator, thumbnail, provider, year (Europeana)

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Argument	Type	Description
rows	integer	Number of results to return (default 12, max 100)
media	boolean	Only return items with media (images/video/audio) — default false
query*	string	Search term (e.g. "Rembrandt", "Mona Lisa", "medieval manuscript", "Art Nouveau poster")
start	integer	Start position for pagination (default 1)
country	string	Filter by country (e.g. "Netherlands", "France", "Italy", "Germany")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results to return (default 12, max 100)"
    },
    "media": {
      "type": "boolean",
      "description": "Only return items with media (images/video/audio) — default false"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search term (e.g. \"Rembrandt\", \"Mona Lisa\", \"medieval manuscript\", \"Art Nouveau poster\")"
    },
    "start": {
      "type": "integer",
      "minimum": 1,
      "description": "Start position for pagination (default 1)"
    },
    "country": {
      "type": "string",
      "description": "Filter by country (e.g. \"Netherlands\", \"France\", \"Italy\", \"Germany\")"
    }
  },
  "additionalProperties": false
}

currency.exchange.convert

Convert amount between any two currencies — 160+ currencies supported. Returns conversion rate and result (ExchangeRate-API)

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Argument	Type	Description
to*	string	Target currency code (e.g. "EUR")
from*	string	Source currency code (e.g. "USD")
amount	number	Amount to convert (default 1)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "from",
    "to"
  ],
  "properties": {
    "to": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Target currency code (e.g. \"EUR\")"
    },
    "from": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Source currency code (e.g. \"USD\")"
    },
    "amount": {
      "type": "number",
      "description": "Amount to convert (default 1)"
    }
  },
  "additionalProperties": false
}

currency.exchange.latest

Latest exchange rates for 160+ currencies against any base currency. Updated daily on free tier. Returns all rates in one call (ExchangeRate-API)

read-only

Argument	Type	Description
base	string	Base currency code (e.g. "USD", "EUR", "GBP"). Default: USD. Returns rates for 160+ currencies.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "base": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Base currency code (e.g. \"USD\", \"EUR\", \"GBP\"). Default: USD. Returns rates for 160+ currencies."
    }
  },
  "additionalProperties": false
}

currents.news.categories

List all 46 available news categories: technology, business, health, sports, science, entertainment, finance, world, politics, and more. Use to discover valid category values for filtering.

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Argument	Type	Description
locale	string	Response locale (default: en)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Response locale (default: en)"
    }
  },
  "additionalProperties": false
}

currents.news.latest

Get latest breaking news from 70+ countries in 18+ languages. Returns full article text, author, source URL, and publication time. Filter by language, country, and category (technology, business, health, sports, science, finance, world).

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Argument	Type	Description
country	string	ISO 3166-1 alpha-2 country code (e.g. "US", "GB", "DE", "JP")
category	string	News category filter (e.g. "technology", "business", "health", "sports", "science", "entertainment", "finance", "world")
language	string	ISO 639-1 language code (e.g. "en", "de", "fr", "ja", "zh"). Default: all languages
page_size	integer	Number of articles to return, max 200 (default 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"GB\", \"DE\", \"JP\")"
    },
    "category": {
      "type": "string",
      "description": "News category filter (e.g. \"technology\", \"business\", \"health\", \"sports\", \"science\", \"entertainment\", \"finance\", \"world\")"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en\", \"de\", \"fr\", \"ja\", \"zh\"). Default: all languages"
    },
    "page_size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of articles to return, max 200 (default 10)"
    }
  },
  "additionalProperties": false
}

currents.news.search

Search news articles by keyword across 70+ countries and 18+ languages. Returns full article text with Boolean operator support. Filter by language, country, category, and date range.

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Argument	Type	Description
country	string	ISO 3166-1 alpha-2 country code
end_date	string	End date in ISO 8601 format
keywords*	string	Search keywords — supports Boolean operators (e.g. "AI agents", "climate AND policy")
language	string	ISO 639-1 language code (e.g. "en", "es", "ar")
page_size	integer	Number of articles to return, max 200 (default 10)
start_date	string	Start date in ISO 8601 format (e.g. "2026-03-01T00:00:00+00:00")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "keywords"
  ],
  "properties": {
    "country": {
      "type": "string",
      "description": "ISO 3166-1 alpha-2 country code"
    },
    "end_date": {
      "type": "string",
      "description": "End date in ISO 8601 format"
    },
    "keywords": {
      "type": "string",
      "description": "Search keywords — supports Boolean operators (e.g. \"AI agents\", \"climate AND policy\")"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en\", \"es\", \"ar\")"
    },
    "page_size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of articles to return, max 200 (default 10)"
    },
    "start_date": {
      "type": "string",
      "description": "Start date in ISO 8601 format (e.g. \"2026-03-01T00:00:00+00:00\")"
    }
  },
  "additionalProperties": false
}

currentuvindex.weather.uv_index

Get the current UV Index, an hourly forecast for the next ~120 hours, and up to 24 hours of recent history for any latitude/longitude worldwide. Each data point includes a WHO/EPA risk category (Low, Moderate, High, Very High, Extreme). Also returns the peak forecasted UV Index and when it occurs. Data: currentuvindex.com, CC BY 4.0 license, no auth required.

read-only

Argument	Type	Description
latitude*	number	Latitude of the location, decimal degrees (-90 to 90). Example: 40.6943.
longitude*	number	Longitude of the location, decimal degrees (-180 to 180). Example: -73.9249.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the location, decimal degrees (-90 to 90). Example: 40.6943."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the location, decimal degrees (-180 to 180). Example: -73.9249."
    }
  },
  "additionalProperties": false
}

cve-mitre.cves.id_status

Check a CVE ID's current lifecycle state (RESERVED, PUBLISHED, or REJECTED) and which CNA owns/assigned it, even for IDs that have been reserved but have no published record yet. NVD has no equivalent — it only indexes published records. Data: cveawg.mitre.org (CVE Program, MITRE Corporation), no auth required.

read-only

Argument	Type	Description
cve_id*	string	CVE identifier to check, e.g. "CVE-2021-44228". Returns state (RESERVED/PUBLISHED/REJECTED) and the assigning CNA even for IDs with no published record yet.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cve_id"
  ],
  "properties": {
    "cve_id": {
      "type": "string",
      "minLength": 1,
      "description": "CVE identifier to check, e.g. \"CVE-2021-44228\". Returns state (RESERVED/PUBLISHED/REJECTED) and the assigning CNA even for IDs with no published record yet."
    }
  },
  "additionalProperties": false
}

cve-mitre.cves.record

Fetch the full canonical CVE record as published by the assigning CNA (CVE Numbering Authority) in CVE JSON 5.x format — title, description, affected vendor/product/version ranges, CVSS score/vector (if scored), CWE weakness types, and references. This is the authoritative source record; distinct from nvd.cves.detail, which serves NIST's downstream-enriched copy (added CPE configurations, NVD-analyst CVSS). Example: CVE-2021-44228 (Log4Shell). Data: cveawg.mitre.org (CVE Program, MITRE Corporation), no auth required.

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Argument	Type	Description
cve_id*	string	CVE identifier, e.g. "CVE-2021-44228" (Log4Shell) or "CVE-2024-3400".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cve_id"
  ],
  "properties": {
    "cve_id": {
      "type": "string",
      "minLength": 1,
      "description": "CVE identifier, e.g. \"CVE-2021-44228\" (Log4Shell) or \"CVE-2024-3400\"."
    }
  },
  "additionalProperties": false
}

czso.reference.dataset_list

Browse the Czech Statistical Office open-data catalog (~1000 datasets: demographics, prices, census, territorial statistics). Optional id_prefix substring filter narrows by dataset id — CZSO has no full-text search. Returns dataset_id + title + temporal coverage for use in czso.dataset_metadata and czso.dataset_data. Data: vdb.czso.cz (Czech Statistical Office open-data catalog), no auth required.

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Argument	Type	Description
limit	integer	Max datasets to return with title + coverage attached (1-20, default 10).
offset	integer	Number of matching dataset ids to skip (default 0). For paging through results.
id_prefix	string	Filter dataset ids by substring, case-insensitive (e.g. "13014" for population-movement series, "sldb2021" for the 2021 census). CZSO has no full-text search — omit to page through the full ~1000-dataset catalog with offset/limit.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Max datasets to return with title + coverage attached (1-20, default 10)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of matching dataset ids to skip (default 0). For paging through results."
    },
    "id_prefix": {
      "type": "string",
      "description": "Filter dataset ids by substring, case-insensitive (e.g. \"13014\" for population-movement series, \"sldb2021\" for the 2021 census). CZSO has no full-text search — omit to page through the full ~1000-dataset catalog with offset/limit."
    }
  },
  "additionalProperties": false
}

czso.reference.dataset_metadata

Get full metadata for one CZSO dataset (dataset_id from czso.dataset_list) — description, update frequency, temporal coverage, tags, and the resource list (download URL + format) needed before calling czso.dataset_data. Data: vdb.czso.cz (Czech Statistical Office open-data catalog), no auth required.

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Argument	Type	Description
dataset_id*	string	CZSO dataset id, from czso.dataset_list (e.g. "130141r25" for 2024 population movement, "010022" for consumer price indices).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_id"
  ],
  "properties": {
    "dataset_id": {
      "type": "string",
      "minLength": 1,
      "description": "CZSO dataset id, from czso.dataset_list (e.g. \"130141r25\" for 2024 population movement, \"010022\" for consumer price indices)."
    }
  },
  "additionalProperties": false
}

czso.series.dataset_data

Fetch rows from a CZSO dataset's CSV data file (dataset_id from czso.dataset_list). Column names vary per dataset (e.g. "vuzemi_txt" for territory, "rok" for year) — call once without filter_column to see the header, then narrow with filter_column + filter_value (substring match). Rows capped 1-500 (default 50). Datasets whose only resource is not CSV (e.g. ZIP) are rejected with a pointer to the raw download URL. Data: vdb.czso.cz (Czech Statistical Office open-data catalog), no auth required.

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Argument	Type	Description
limit	integer	Max rows to return after filtering (1-500, default 50).
offset	integer	Number of matching rows to skip, for paging through a large filtered result.
dataset_id*	string	CZSO dataset id, from czso.dataset_list (e.g. "130141r25" for 2024 population movement).
filter_value	string	Substring to match (case-insensitive) against filter_column's value, e.g. "Praha" when filter_column is "vuzemi_txt". Required when filter_column is set.
filter_column	string	Column name to filter on, must match a column in the CSV header returned by this same tool (column names vary per dataset, e.g. "vuzemi_txt" for territory name, "rok" for year, "vuk" for indicator code) — call once without a filter to see the header first. Requires filter_value.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Max rows to return after filtering (1-500, default 50)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of matching rows to skip, for paging through a large filtered result."
    },
    "dataset_id": {
      "type": "string",
      "minLength": 1,
      "description": "CZSO dataset id, from czso.dataset_list (e.g. \"130141r25\" for 2024 population movement)."
    },
    "filter_value": {
      "type": "string",
      "description": "Substring to match (case-insensitive) against filter_column's value, e.g. \"Praha\" when filter_column is \"vuzemi_txt\". Required when filter_column is set."
    },
    "filter_column": {
      "type": "string",
      "description": "Column name to filter on, must match a column in the CSV header returned by this same tool (column names vary per dataset, e.g. \"vuzemi_txt\" for territory name, \"rok\" for year, \"vuk\" for indicator code) — call once without a filter to see the header first. Requires filter_value."
    }
  },
  "additionalProperties": false
}

data-europa.datasets.detail

Get full metadata for one EU Open Data Portal dataset by id: localized title/description, source catalogue, tags, license, and the full distribution list (format, download URL, license, release/update dates). Data: data.europa.eu Hub-Search API (CKAN-compatible shim), no auth required.

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Argument	Type	Description
id*	string	data.europa.eu dataset id (from dataset_search results, e.g. "f431cf05-276e-4741-ab6e-96ce8b8c5f66")
locale	string	2-letter language code for localized fields where available (default "en")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "data.europa.eu dataset id (from dataset_search results, e.g. \"f431cf05-276e-4741-ab6e-96ce8b8c5f66\")"
    },
    "locale": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "2-letter language code for localized fields where available (default \"en\")"
    }
  },
  "additionalProperties": false
}

data-europa.datasets.search

Search the EU Open Data Portal catalog (1M+ datasets aggregated from national and regional EU/EEA open-data portals plus EU institutions) by free text, country, and/or DCAT-AP theme, returning dataset id, localized title/description, source catalogue, country, categories, and available distribution formats. Use data-europa.theme_list for valid theme codes. Data: data.europa.eu Hub-Search API, no auth required.

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Argument	Type	Description
limit	integer	Number of datasets to return (1-20, default 10)
query	string	Free-text search across dataset title/description (e.g. "air quality")
theme	string	DCAT-AP data theme code to filter by (e.g. "ENVI" for Environment, "HEAL" for Health) — see data-europa.theme_list for the full list
locale	string	2-letter language code for localized fields (default "en")
country	string	2-letter lowercase ISO country code to filter by (e.g. "de", "fr", "it", "es")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of datasets to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "description": "Free-text search across dataset title/description (e.g. \"air quality\")"
    },
    "theme": {
      "enum": [
        "AGRI",
        "ECON",
        "EDUC",
        "ENER",
        "ENVI",
        "GOVE",
        "HEAL",
        "INTR",
        "JUST",
        "OP_DATPRO",
        "REGI",
        "SOCI",
        "TECH",
        "TRAN"
      ],
      "type": "string",
      "description": "DCAT-AP data theme code to filter by (e.g. \"ENVI\" for Environment, \"HEAL\" for Health) — see data-europa.theme_list for the full list"
    },
    "locale": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "2-letter language code for localized fields (default \"en\")"
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "2-letter lowercase ISO country code to filter by (e.g. \"de\", \"fr\", \"it\", \"es\")"
    }
  },
  "additionalProperties": false
}

data-europa.reference.catalogue_list

List the ~211 national, regional, and EU-institution data catalogues (portal source ids, e.g. "gdi-de", "govdata", "geocat-li") that feed the EU Open Data Portal, optionally filtered by an id substring. Data: data.europa.eu Hub-Search API, no auth required.

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Argument	Type	Description
limit	integer	Max catalogues to return (1-211, default 50)
query	string	Substring filter on catalogue id (e.g. "geo" matches "geocat-li", "gdi-de")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 211,
      "minimum": 1,
      "description": "Max catalogues to return (1-211, default 50)"
    },
    "query": {
      "type": "string",
      "description": "Substring filter on catalogue id (e.g. \"geo\" matches \"geocat-li\", \"gdi-de\")"
    }
  },
  "additionalProperties": false
}

data-europa.reference.theme_list

List the 14 fixed DCAT-AP data themes used by the EU Open Data Portal (e.g. "ENVI" for Environment, "HEAL" for Health, "ECON" for Economy and finance) with localized labels. Use the returned theme code as the `theme` filter for data-europa.dataset_search. Data: data.europa.eu Hub-Search API, no auth required.

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Argument	Type	Description
locale	string	2-letter language code for theme labels (default "en")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "2-letter language code for theme labels (default \"en\")"
    }
  },
  "additionalProperties": false
}

datacite.client.search

Search the 3,500+ DataCite member repositories (called "clients") by name or keyword. Returns repository ID, name, symbol (short code like "cern.zenodo"), description, URL, and total DOI count. Repository IDs can be used with datacite.doi.search to filter results to a specific repository. Examples: Zenodo (cern.zenodo, 150K+ DOIs), figshare (figshare.ars, 42K+ DOIs), Mendeley Data (bl.mendeley, 10K+ DOIs), IEEE DataPort (ieee.dataport, 5K+ DOIs), Open Science Framework (cos.osf, 4K+ DOIs).

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
limit	integer	Number of repositories per page (1–50, default 10).
query	string	Search DataCite member repositories by name or keyword. Examples: "zenodo", "dryad", "figshare", "harvard", "pangaea". Returns matching repositories with their DOI counts.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of repositories per page (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Search DataCite member repositories by name or keyword. Examples: \"zenodo\", \"dryad\", \"figshare\", \"harvard\", \"pangaea\". Returns matching repositories with their DOI counts."
    }
  },
  "additionalProperties": false
}

datacite.doi.lookup

Get full metadata for a specific DataCite DOI. Returns the complete scholarly metadata record: title, all creators with ORCID identifiers and affiliations, publisher, publication year, resource type, abstract, subjects, license, funding references (funder name, award number), related identifiers, language, formats, usage metrics (views, downloads, citations), and registration/update timestamps. Accepts bare DOI (e.g. "10.5281/zenodo.3490396") or full URL form. Most Zenodo, Dryad, Figshare, and institutional repository DOIs are registered with DataCite.

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Argument	Type	Description
doi*	string	The DOI to look up. Accepts bare DOI (e.g. "10.5281/zenodo.3490396") or full URL form ("https://doi.org/10.5281/zenodo.3490396"). Must be a DataCite-registered DOI.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "doi"
  ],
  "properties": {
    "doi": {
      "type": "string",
      "description": "The DOI to look up. Accepts bare DOI (e.g. \"10.5281/zenodo.3490396\") or full URL form (\"https://doi.org/10.5281/zenodo.3490396\"). Must be a DataCite-registered DOI."
    }
  },
  "additionalProperties": false
}

datacite.doi.search

Search 70M+ DataCite-registered DOIs for research outputs: datasets, software, preprints, journal articles, dissertations, and more. Filter by keyword, resource type (dataset/software/preprint/etc.), publication year, repository (Zenodo, Figshare, Dryad), or funder. Returns normalized metadata including title, creators, publisher, year, abstract, license, subjects, and usage metrics (views, downloads, citations). Results include facets for resource types and top providers. DataCite covers outputs from 3,500+ repositories worldwide including arXiv, Zenodo, Mendeley Data, and IEEE DataPort.

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
sort	string	Sort order for results. "relevance" (default) uses full-text score. "-published" returns newest first. "published" returns oldest first.
limit	integer	Number of results per page (1–50, default 10).
query	string	Full-text search query across DOI metadata: titles, abstracts, creator names, subjects. Examples: "climate change", "CRISPR gene editing", "COVID-19 epidemiology".
client_id	string	Filter by DataCite repository/client ID. Examples: "cern.zenodo" (Zenodo), "figshare.ars" (figshare), "bl.mendeley" (Mendeley Data), "cos.osf" (Open Science Framework). Get IDs from datacite.client.search.
funder_id	string	Filter by funder ROR ID or Crossref Funder ID. Examples: "https://doi.org/10.13039/100000001" (US NSF), "https://doi.org/10.13039/100004440" (Wellcome Trust).
resource_type	string	Filter by DataCite resource type. "dataset" returns data files, "software" returns code repositories, "preprint" returns preprints (mostly arXiv/Zenodo), "text" includes general text outputs.
publication_year	integer	Filter by publication year (e.g. 2023). Returns only DOIs published in that calendar year.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "sort": {
      "enum": [
        "relevance",
        "published",
        "-published",
        "created",
        "-created"
      ],
      "type": "string",
      "description": "Sort order for results. \"relevance\" (default) uses full-text score. \"-published\" returns newest first. \"published\" returns oldest first."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results per page (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Full-text search query across DOI metadata: titles, abstracts, creator names, subjects. Examples: \"climate change\", \"CRISPR gene editing\", \"COVID-19 epidemiology\"."
    },
    "client_id": {
      "type": "string",
      "description": "Filter by DataCite repository/client ID. Examples: \"cern.zenodo\" (Zenodo), \"figshare.ars\" (figshare), \"bl.mendeley\" (Mendeley Data), \"cos.osf\" (Open Science Framework). Get IDs from datacite.client.search."
    },
    "funder_id": {
      "type": "string",
      "description": "Filter by funder ROR ID or Crossref Funder ID. Examples: \"https://doi.org/10.13039/100000001\" (US NSF), \"https://doi.org/10.13039/100004440\" (Wellcome Trust)."
    },
    "resource_type": {
      "enum": [
        "dataset",
        "software",
        "text",
        "image",
        "audiovisual",
        "collection",
        "preprint",
        "journal-article",
        "conference-paper",
        "dissertation",
        "report",
        "model",
        "workflow",
        "computational-notebook",
        "other"
      ],
      "type": "string",
      "description": "Filter by DataCite resource type. \"dataset\" returns data files, \"software\" returns code repositories, \"preprint\" returns preprints (mostly arXiv/Zenodo), \"text\" includes general text outputs."
    },
    "publication_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1900,
      "description": "Filter by publication year (e.g. 2023). Returns only DOIs published in that calendar year."
    }
  },
  "additionalProperties": false
}

datacite.works.stats

Get aggregated statistics across DataCite research outputs. Returns total DOI count, breakdown by resource type (datasets 70M+, software, preprints, journal articles, dissertations), registration year distribution, top contributing organizations (arXiv, CERN/Zenodo, Figshare, Mendeley), and top repositories. Optionally scope to a keyword query or specific resource type/year to get focused analytics. Useful for understanding the research landscape in a topic area — e.g. how many climate datasets exist, which repositories host the most neuroscience data.

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Argument	Type	Description
query	string	Optional keyword query to scope the statistics (e.g. "machine learning" returns stats only for ML-related DOIs). If omitted, stats cover all 70M+ DataCite works.
resource_type	string	Scope statistics to a single resource type (e.g. "dataset" to see dataset-specific provider breakdowns).
publication_year	integer	Scope statistics to a specific publication year.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Optional keyword query to scope the statistics (e.g. \"machine learning\" returns stats only for ML-related DOIs). If omitted, stats cover all 70M+ DataCite works."
    },
    "resource_type": {
      "enum": [
        "dataset",
        "software",
        "text",
        "image",
        "audiovisual",
        "collection",
        "preprint",
        "journal-article",
        "conference-paper",
        "dissertation",
        "report",
        "model",
        "workflow",
        "computational-notebook",
        "other"
      ],
      "type": "string",
      "description": "Scope statistics to a single resource type (e.g. \"dataset\" to see dataset-specific provider breakdowns)."
    },
    "publication_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1900,
      "description": "Scope statistics to a specific publication year."
    }
  },
  "additionalProperties": false
}

datausa.data.query

Query US government statistical data (Census/ACS, BLS, IPEDS, and more) from Data USA. Group by one or more dimensions (e.g. State, Year, Industry) and retrieve one or more measures (e.g. Population, Median Household Income), optionally restricted to specific member keys. Returns dataset source/citation plus the resulting rows (Data USA, Deloitte/Datawheel/MIT Media Lab, US government open data)

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Argument	Type	Description
cube*	string	Data cube (dataset) name to query, e.g. "acs_yg_total_population_1". Look up names via datausa.reference.cubes.
sort	string	Sort order as "field" or "field.order" where order is asc/desc, e.g. "Population.desc".
limit	integer	Maximum number of result rows to return (default 100, max 1000).
offset	integer	Number of result rows to skip, for pagination (default 0).
include	string	Restrict results to specific member keys, formatted "Level:key,key;Level2:key" (e.g. "State:04000US06" for California only, or "Year:2021,2022"). Find member keys via datausa.reference.members.
measures*	array	Measure (metric) names to retrieve, e.g. ["Population"]. Look up available measures for a cube via datausa.reference.cubes.
drilldowns*	array	Dimension level names to group the results by, e.g. ["State"] or ["State", "Year"]. Look up available levels for a cube via datausa.reference.cubes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cube",
    "drilldowns",
    "measures"
  ],
  "properties": {
    "cube": {
      "type": "string",
      "minLength": 1,
      "description": "Data cube (dataset) name to query, e.g. \"acs_yg_total_population_1\". Look up names via datausa.reference.cubes."
    },
    "sort": {
      "type": "string",
      "description": "Sort order as \"field\" or \"field.order\" where order is asc/desc, e.g. \"Population.desc\"."
    },
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of result rows to return (default 100, max 1000)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of result rows to skip, for pagination (default 0)."
    },
    "include": {
      "type": "string",
      "description": "Restrict results to specific member keys, formatted \"Level:key,key;Level2:key\" (e.g. \"State:04000US06\" for California only, or \"Year:2021,2022\"). Find member keys via datausa.reference.members."
    },
    "measures": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 1,
      "description": "Measure (metric) names to retrieve, e.g. [\"Population\"]. Look up available measures for a cube via datausa.reference.cubes."
    },
    "drilldowns": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 1,
      "description": "Dimension level names to group the results by, e.g. [\"State\"] or [\"State\", \"Year\"]. Look up available levels for a cube via datausa.reference.cubes."
    }
  },
  "additionalProperties": false
}

datausa.reference.cubes

Browse the 120+ data cubes (datasets) available on Data USA — population, income, education, employment, housing, and more. List cube names filterable by topic or keyword, or fetch full detail (available dimension levels and measures) for one specific cube by name, to plan a datausa.data.query call

read-only

Argument	Type	Description
cube	string	Exact cube name to get full detail for (dimensions, levels, measures). Omit to list all available cubes instead.
limit	integer	When listing cubes: maximum number of cubes to return (default 50, max 200).
topic	string	When listing cubes: filter by topic, case-insensitive substring match (e.g. "Education", "Diversity"). Ignored when cube is set.
search	string	When listing cubes: filter by cube name or dataset name, case-insensitive substring match. Ignored when cube is set.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "cube": {
      "type": "string",
      "description": "Exact cube name to get full detail for (dimensions, levels, measures). Omit to list all available cubes instead."
    },
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "When listing cubes: maximum number of cubes to return (default 50, max 200)."
    },
    "topic": {
      "type": "string",
      "description": "When listing cubes: filter by topic, case-insensitive substring match (e.g. \"Education\", \"Diversity\"). Ignored when cube is set."
    },
    "search": {
      "type": "string",
      "description": "When listing cubes: filter by cube name or dataset name, case-insensitive substring match. Ignored when cube is set."
    }
  },
  "additionalProperties": false
}

datausa.reference.members

Look up the member values (e.g. specific states, counties, industries, or years) available for a dimension level within a Data USA cube, optionally filtered by name — use this to find the exact key to pass into datausa.data.query's include filter

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Argument	Type	Description
cube*	string	Data cube (dataset) name, e.g. "acs_yg_total_population_1".
level*	string	Dimension level name to list members for, e.g. "State" or "County".
limit	integer	Maximum number of members to return.
search	string	Filter members by name, case-insensitive substring match (e.g. "cali").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cube",
    "level"
  ],
  "properties": {
    "cube": {
      "type": "string",
      "minLength": 1,
      "description": "Data cube (dataset) name, e.g. \"acs_yg_total_population_1\"."
    },
    "level": {
      "type": "string",
      "minLength": 1,
      "description": "Dimension level name to list members for, e.g. \"State\" or \"County\"."
    },
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of members to return."
    },
    "search": {
      "type": "string",
      "description": "Filter members by name, case-insensitive substring match (e.g. \"cali\")."
    }
  },
  "additionalProperties": false
}

dblp.cs.author

Search 3M+ computer science authors on DBLP. Returns author name, DBLP PID, profile URL, aliases, affiliations. Use for finding researchers, checking publication records, or discovering collaborators (DBLP, CC0)

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Argument	Type	Description
limit	integer	Number of results (1-30, default 10)
query*	string	Author name to search (e.g. "Geoffrey Hinton", "Yann LeCun", "Ilya Sutskever")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of results (1-30, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Author name to search (e.g. \"Geoffrey Hinton\", \"Yann LeCun\", \"Ilya Sutskever\")"
    }
  },
  "additionalProperties": false
}

dblp.cs.search

Search 7M+ computer science publications on DBLP by title, keyword, or topic. Returns title, authors, venue (NeurIPS, ICML, CVPR, ACL, etc.), year, DOI. The largest CS-specific bibliography — covers journals, conferences, and workshops (DBLP, CC0)

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Argument	Type	Description
year	integer	Filter by publication year (e.g. 2024)
limit	integer	Number of results (1-50, default 20)
query*	string	Search query — paper title, keyword, or topic (e.g. "transformer attention", "graph neural network", "LLM reasoning")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "description": "Filter by publication year (e.g. 2024)"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results (1-50, default 20)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query — paper title, keyword, or topic (e.g. \"transformer attention\", \"graph neural network\", \"LLM reasoning\")"
    }
  },
  "additionalProperties": false
}

dbnomics.data.datasets

List all datasets published by a specific statistical agency on DBnomics. For example: provider WB has WDI (World Development Indicators, 396K+ series); provider OECD has QNA (quarterly national accounts), KEI, MEI, and 200+ more; provider IMF has WEO, BOP, IFS; Eurostat has 1,000+ datasets. Returns dataset codes, names, and series counts. Use the returned dataset codes with dbnomics.data.series to browse available time series. First call dbnomics.data.providers to get valid provider codes. No API key required — open data under CC-BY 4.0.

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Argument	Type	Description
limit	integer	Number of datasets to return (1–200, default 50)
offset	integer	Pagination offset — number of datasets to skip (default 0)
provider_code*	string	DBnomics provider code (e.g. WB for World Bank, OECD, IMF, Eurostat, ECB). Use dbnomics.providers to list valid codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "provider_code"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of datasets to return (1–200, default 50)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of datasets to skip (default 0)"
    },
    "provider_code": {
      "type": "string",
      "minLength": 1,
      "description": "DBnomics provider code (e.g. WB for World Bank, OECD, IMF, Eurostat, ECB). Use dbnomics.providers to list valid codes."
    }
  },
  "additionalProperties": false
}

dbnomics.data.fetch_series

Fetch the full time-series history for a specific series from DBnomics. Returns an array of {period, value} observations covering up to decades of data. Periods are formatted as YYYY for annual, YYYY-QN for quarterly, YYYY-MM for monthly. Example: provider=WB, dataset=WDI, series=A-US.NY.GDP.MKTP.CD → US nominal GDP in current USD annually. Example: provider=OECD, dataset=QNA, series=USA.B1GQ.LNBARSA.Q → US real GDP quarterly. Use last_n_periods to limit output to the most recent N observations. Covers data from IMF, World Bank, OECD, Eurostat, ECB, BIS, ILO, and 85+ other agencies. No API key required — open data under CC-BY 4.0.

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Argument	Type	Description
series_code*	string	Series code within the dataset (e.g. A-US.NY.GDP.MKTP.CD for US annual nominal GDP in WB/WDI). Use dbnomics.series to browse available codes.
dataset_code*	string	Dataset code within the provider (e.g. WDI, QNA). Use dbnomics.datasets to list codes.
provider_code*	string	DBnomics provider code (e.g. WB, OECD, IMF). Use dbnomics.providers to list codes.
last_n_periods	integer	Return only the last N observations (most recent). Omit to return the full history.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "provider_code",
    "dataset_code",
    "series_code"
  ],
  "properties": {
    "series_code": {
      "type": "string",
      "minLength": 1,
      "description": "Series code within the dataset (e.g. A-US.NY.GDP.MKTP.CD for US annual nominal GDP in WB/WDI). Use dbnomics.series to browse available codes."
    },
    "dataset_code": {
      "type": "string",
      "minLength": 1,
      "description": "Dataset code within the provider (e.g. WDI, QNA). Use dbnomics.datasets to list codes."
    },
    "provider_code": {
      "type": "string",
      "minLength": 1,
      "description": "DBnomics provider code (e.g. WB, OECD, IMF). Use dbnomics.providers to list codes."
    },
    "last_n_periods": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Return only the last N observations (most recent). Omit to return the full history."
    }
  },
  "additionalProperties": false
}

dbnomics.data.providers

List all statistical data providers available on DBnomics — the unified gateway to 93+ national and international agencies. Includes IMF, World Bank (WB), OECD, Eurostat, ECB, BIS, UN, ILO, CEPII, and many more. Returns provider codes, full names, and regions. Use the returned provider codes with dbnomics.data.datasets to explore available datasets. DBnomics aggregates over 46,000 datasets and 1.7 billion time series from official statistical sources. No API key required — open data under CC-BY 4.0.

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Argument	Type	Description
limit	integer	Number of providers to return (1–200, default 100)
offset	integer	Pagination offset — number of providers to skip (default 0)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of providers to return (1–200, default 100)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of providers to skip (default 0)"
    }
  },
  "additionalProperties": false
}

dbnomics.data.series

List all time series available in a specific dataset on DBnomics, with pagination. Each series has a unique code, human-readable name, frequency, and dimension labels. Examples: WB/WDI contains NY.GDP.MKTP.CD (nominal GDP) for 200+ countries; OECD/QNA contains quarterly GDP growth for OECD members; EUROSTAT/nama_10_gdp contains GDP component breakdowns by EU country. Use the returned series codes with dbnomics.data.fetch_series to retrieve actual data. Supports pagination via limit (max 200) and offset. No API key required — open data under CC-BY 4.0.

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Argument	Type	Description
limit	integer	Number of series to return (1–200, default 50)
offset	integer	Pagination offset — number of series to skip (default 0)
dataset_code*	string	Dataset code within the provider (e.g. WDI for World Development Indicators). Use dbnomics.datasets to list codes.
provider_code*	string	DBnomics provider code (e.g. WB, OECD, IMF). Use dbnomics.providers to list codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "provider_code",
    "dataset_code"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of series to return (1–200, default 50)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of series to skip (default 0)"
    },
    "dataset_code": {
      "type": "string",
      "minLength": 1,
      "description": "Dataset code within the provider (e.g. WDI for World Development Indicators). Use dbnomics.datasets to list codes."
    },
    "provider_code": {
      "type": "string",
      "minLength": 1,
      "description": "DBnomics provider code (e.g. WB, OECD, IMF). Use dbnomics.providers to list codes."
    }
  },
  "additionalProperties": false
}

delphi.covid.covidcast

Access COVID-19 epidemiological signals from multiple data sources via CMU Delphi COVIDcast. Sources include: "jhu-csse" (JHU confirmed cases/deaths), "hhs" (HHS hospitalization admissions), "fb-survey" (COVID symptom surveys), "doctor-visits" (CLI doctor visits), and more. Signals can be filtered by geographic level (nation, state, county, MSA, HHS region) and date range. Returns signal value, standard error, sample size, and reporting lag. No auth — CMU Delphi open COVID surveillance data, unlimited free.

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Argument	Type	Description
signal*	string	Signal name within the data source. Examples for jhu-csse: "confirmed_cumulative_num", "confirmed_incidence_num", "deaths_cumulative_num", "deaths_incidence_num". For hhs: "confirmed_admissions_covid_1d".
geo_type	string	Geographic aggregation level (default: "state"). "nation"=US, "state"=US state, "county"=county FIPS, "msa"=metro area, "hrr"=hospital referral region, "hhs"=HHS region.
geo_value*	string	Geographic identifier. For state: 2-letter code (e.g. "ca", "ny"). For county: 5-digit FIPS (e.g. "06037"). For nation: "us". For hrr: HRR number. Case-insensitive.
time_type	string	Temporal resolution: "day" (daily, default) or "week" (weekly epiweek).
data_source*	string	Signal data source. Common values: "jhu-csse" (JHU confirmed cases/deaths), "cdc" (CDC surveillance), "hhs" (HHS hospitalization), "fb-survey" (COVID symptoms survey), "doctor-visits" (doctor visits with CLI). See https://cmu-delphi.github.io/delphi-epidata/api/covidcast_signals.html.
time_values*	string	Date(s) in YYYYMMDD format. Single: "20210101". Range: "20210101-20210131". Supports up to ~200 dates per call.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "data_source",
    "signal",
    "time_values",
    "geo_value"
  ],
  "properties": {
    "signal": {
      "type": "string",
      "description": "Signal name within the data source. Examples for jhu-csse: \"confirmed_cumulative_num\", \"confirmed_incidence_num\", \"deaths_cumulative_num\", \"deaths_incidence_num\". For hhs: \"confirmed_admissions_covid_1d\"."
    },
    "geo_type": {
      "enum": [
        "nation",
        "state",
        "county",
        "msa",
        "hrr",
        "hhs"
      ],
      "type": "string",
      "description": "Geographic aggregation level (default: \"state\"). \"nation\"=US, \"state\"=US state, \"county\"=county FIPS, \"msa\"=metro area, \"hrr\"=hospital referral region, \"hhs\"=HHS region."
    },
    "geo_value": {
      "type": "string",
      "description": "Geographic identifier. For state: 2-letter code (e.g. \"ca\", \"ny\"). For county: 5-digit FIPS (e.g. \"06037\"). For nation: \"us\". For hrr: HRR number. Case-insensitive."
    },
    "time_type": {
      "enum": [
        "day",
        "week"
      ],
      "type": "string",
      "description": "Temporal resolution: \"day\" (daily, default) or \"week\" (weekly epiweek)."
    },
    "data_source": {
      "type": "string",
      "description": "Signal data source. Common values: \"jhu-csse\" (JHU confirmed cases/deaths), \"cdc\" (CDC surveillance), \"hhs\" (HHS hospitalization), \"fb-survey\" (COVID symptoms survey), \"doctor-visits\" (doctor visits with CLI). See https://cmu-delphi.github.io/delphi-epidata/api/covidcast_signals.html."
    },
    "time_values": {
      "type": "string",
      "description": "Date(s) in YYYYMMDD format. Single: \"20210101\". Range: \"20210101-20210131\". Supports up to ~200 dates per call."
    }
  },
  "additionalProperties": false
}

delphi.covid.hospitalization

Retrieve daily COVID-19 hospitalization data from HHS Protect via CMU Delphi for US states. Returns adult and pediatric ICU/hospital patient counts, new daily admissions, and bed utilization metrics per state per day. Data available from 2020-07-15 onward. Supports multi-state queries and date ranges in YYYYMMDD format. Useful for tracking pandemic hospital burden over time. No auth — HHS/CMU Delphi open public health data, unlimited free.

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Argument	Type	Description
dates*	string	Date(s) in YYYYMMDD format. Single: "20210101". Range: "20210101-20210131". Daily HHS hospitalization data, available from 2020-07-15 onward.
states*	string	2-letter US state abbreviation(s) (e.g. "ca", "ny", "tx"). Comma-separated for multiple states: "ca,ny,tx".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "states",
    "dates"
  ],
  "properties": {
    "dates": {
      "type": "string",
      "description": "Date(s) in YYYYMMDD format. Single: \"20210101\". Range: \"20210101-20210131\". Daily HHS hospitalization data, available from 2020-07-15 onward."
    },
    "states": {
      "type": "string",
      "description": "2-letter US state abbreviation(s) (e.g. \"ca\", \"ny\", \"tx\"). Comma-separated for multiple states: \"ca,ny,tx\"."
    }
  },
  "additionalProperties": false
}

delphi.flu.flusurv

Retrieve CDC FluSurv-NET influenza hospitalization surveillance rates. Covers the national network ("network_all"), EIP sites ("network_eip"), IHSP sites ("network_ihsp"), and individual state networks. Returns hospitalization rates per 100,000 population overall and by age group (0-4, 5-17, 18-49, 50-64, 65+), sex (male, female), and flu type (A/B). Essential for tracking influenza severity and hospitalizations by season. No auth — CDC/CMU Delphi open data, unlimited free.

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Argument	Type	Description
epiweeks*	string	Epiweek(s) in YYYYWW format. Single: "202001". Range: "201940-202039" (full season). List: "202001,202010".
locations*	string	FluSurv-NET location(s). "network_all" (national), "network_eip" (EIP sites), "network_ihsp" (IHSP sites), or state name (e.g. "california", "new_york"). Comma-separated for multiple.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "locations",
    "epiweeks"
  ],
  "properties": {
    "epiweeks": {
      "type": "string",
      "description": "Epiweek(s) in YYYYWW format. Single: \"202001\". Range: \"201940-202039\" (full season). List: \"202001,202010\"."
    },
    "locations": {
      "type": "string",
      "description": "FluSurv-NET location(s). \"network_all\" (national), \"network_eip\" (EIP sites), \"network_ihsp\" (IHSP sites), or state name (e.g. \"california\", \"new_york\"). Comma-separated for multiple."
    }
  },
  "additionalProperties": false
}

delphi.flu.fluview

Retrieve weekly CDC ILINet influenza-like illness (ILI) surveillance data by US region. Covers national ("nat"), HHS regions (hhs1-hhs10), Census regions (cen1-cen9), and individual states. Returns weighted ILI (wILI) rate, unweighted ILI rate, patient counts, provider counts, and age-group breakdown (0-4, 5-24, 25-49, 50-64, 65+) for each epiweek. Historical data from 1997 onward. No auth — CMU Delphi open epidemiological data, unlimited free.

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Argument	Type	Description
issues	string	Filter to a specific issue/release epiweek (YYYYWW). Omit to get the most recent revision for each epiweek.
regions*	string	Comma-separated region codes: "nat" (national), "hhs1"-"hhs10" (HHS regions), "cen1"-"cen9" (Census regions), or 2-letter state abbreviation (e.g. "ca"). Multiple: "nat,hhs1".
epiweeks*	string	Epiweek(s) in YYYYWW format. Single: "202001". Range: "202001-202020". List: "202001,202010,202020". Epiweeks start Sunday; week 1 contains Jan 1.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "regions",
    "epiweeks"
  ],
  "properties": {
    "issues": {
      "type": "string",
      "description": "Filter to a specific issue/release epiweek (YYYYWW). Omit to get the most recent revision for each epiweek."
    },
    "regions": {
      "type": "string",
      "description": "Comma-separated region codes: \"nat\" (national), \"hhs1\"-\"hhs10\" (HHS regions), \"cen1\"-\"cen9\" (Census regions), or 2-letter state abbreviation (e.g. \"ca\"). Multiple: \"nat,hhs1\"."
    },
    "epiweeks": {
      "type": "string",
      "description": "Epiweek(s) in YYYYWW format. Single: \"202001\". Range: \"202001-202020\". List: \"202001,202010,202020\". Epiweeks start Sunday; week 1 contains Jan 1."
    }
  },
  "additionalProperties": false
}

denmark-energidataservice.power.co2_emissions

Get 5-minute-resolution CO2 emission intensity (grams CO2 per kWh) of the Danish electricity grid for a price zone (e.g. "DK1", "DK2"). Supports an optional date range (start_date/end_date); omit both to get the most recent readings. Useful for scheduling energy-intensive tasks during low-carbon periods. Data: Energinet, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of 5-minute CO2 readings to return (1-200, default 24)
end_date	string	End of the time range, ISO 8601 (e.g. "2026-09-02"). Omit for the most recent data.
price_area	string	Bidding/price zone to filter by, e.g. "DK1" (West Denmark), "DK2" (East Denmark), or a connected zone such as "DE", "NO2", "SE3". Omit to return all zones.
start_date	string	Start of the time range, ISO 8601 (e.g. "2026-09-01" or "2026-09-01T00:00"). Omit for the most recent data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of 5-minute CO2 readings to return (1-200, default 24)"
    },
    "end_date": {
      "type": "string",
      "description": "End of the time range, ISO 8601 (e.g. \"2026-09-02\"). Omit for the most recent data."
    },
    "price_area": {
      "type": "string",
      "description": "Bidding/price zone to filter by, e.g. \"DK1\" (West Denmark), \"DK2\" (East Denmark), or a connected zone such as \"DE\", \"NO2\", \"SE3\". Omit to return all zones."
    },
    "start_date": {
      "type": "string",
      "description": "Start of the time range, ISO 8601 (e.g. \"2026-09-01\" or \"2026-09-01T00:00\"). Omit for the most recent data."
    }
  },
  "additionalProperties": false
}

denmark-energidataservice.power.production_consumption

Get hourly Danish electricity production mix (central power, local power, offshore wind, onshore wind, hydro, solar) and gross consumption in MWh, per price zone (e.g. "DK1", "DK2"). Supports an optional date range (start_date/end_date); omit both to get the most recent hours. Data: Energinet, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of hourly production/consumption records to return (1-200, default 24)
end_date	string	End of the time range, ISO 8601 (e.g. "2026-09-02"). Omit for the most recent data.
price_area	string	Bidding/price zone to filter by, e.g. "DK1" (West Denmark), "DK2" (East Denmark), or a connected zone such as "DE", "NO2", "SE3". Omit to return all zones.
start_date	string	Start of the time range, ISO 8601 (e.g. "2026-09-01" or "2026-09-01T00:00"). Omit for the most recent data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of hourly production/consumption records to return (1-200, default 24)"
    },
    "end_date": {
      "type": "string",
      "description": "End of the time range, ISO 8601 (e.g. \"2026-09-02\"). Omit for the most recent data."
    },
    "price_area": {
      "type": "string",
      "description": "Bidding/price zone to filter by, e.g. \"DK1\" (West Denmark), \"DK2\" (East Denmark), or a connected zone such as \"DE\", \"NO2\", \"SE3\". Omit to return all zones."
    },
    "start_date": {
      "type": "string",
      "description": "Start of the time range, ISO 8601 (e.g. \"2026-09-01\" or \"2026-09-01T00:00\"). Omit for the most recent data."
    }
  },
  "additionalProperties": false
}

denmark-energidataservice.power.spot_prices

Get hourly day-ahead electricity spot prices for a Nordic/European bidding zone (e.g. "DK1", "DK2", or connected zones like "DE", "NO2", "SE3"). Returns each hour's price in both DKK/MWh and EUR/MWh. Supports an optional date range (start_date/end_date); omit both to get the most recent hours. Data: Energinet (Danish TSO), no auth required.

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Argument	Type	Description
limit	integer	Maximum number of hourly price points to return (1-200, default 24)
end_date	string	End of the time range, ISO 8601 (e.g. "2026-09-02"). Omit for the most recent data.
price_area	string	Bidding/price zone to filter by, e.g. "DK1" (West Denmark), "DK2" (East Denmark), or a connected zone such as "DE", "NO2", "SE3". Omit to return all zones.
start_date	string	Start of the time range, ISO 8601 (e.g. "2026-09-01" or "2026-09-01T00:00"). Omit for the most recent data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of hourly price points to return (1-200, default 24)"
    },
    "end_date": {
      "type": "string",
      "description": "End of the time range, ISO 8601 (e.g. \"2026-09-02\"). Omit for the most recent data."
    },
    "price_area": {
      "type": "string",
      "description": "Bidding/price zone to filter by, e.g. \"DK1\" (West Denmark), \"DK2\" (East Denmark), or a connected zone such as \"DE\", \"NO2\", \"SE3\". Omit to return all zones."
    },
    "start_date": {
      "type": "string",
      "description": "Start of the time range, ISO 8601 (e.g. \"2026-09-01\" or \"2026-09-01T00:00\"). Omit for the most recent data."
    }
  },
  "additionalProperties": false
}

depsdev.insights.advisories

List security advisories (from OSV) affecting a specific package version. Cross-ecosystem: npm, PyPI, Go, Maven, Cargo, NuGet. Returns advisory IDs with links to OSV.dev for full details. Complements osv.query for version-specific lookups.

read-only

Argument	Type	Description
system*	string	Package ecosystem: npm, pypi, go, maven, cargo, or nuget
package*	string	Package name to check for security advisories
version*	string	Package version to check (e.g. 4.17.20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "system",
    "package",
    "version"
  ],
  "properties": {
    "system": {
      "enum": [
        "npm",
        "pypi",
        "go",
        "maven",
        "cargo",
        "nuget"
      ],
      "type": "string",
      "description": "Package ecosystem: npm, pypi, go, maven, cargo, or nuget"
    },
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "Package name to check for security advisories"
    },
    "version": {
      "type": "string",
      "minLength": 1,
      "description": "Package version to check (e.g. 4.17.20)"
    }
  },
  "additionalProperties": false
}

depsdev.insights.dependencies

Resolve the full transitive dependency tree for a package version. Returns all direct and indirect dependencies with versions and relation type. Reveals hidden supply chain depth (e.g. [email protected] has 67 transitive deps). Google deps.dev.

read-only

Argument	Type	Description
system*	string	Package ecosystem: npm, pypi, go, maven, cargo, or nuget
package*	string	Package name (e.g. lodash, flask, github.com/gin-gonic/gin)
version*	string	Package version to resolve dependencies for (e.g. 4.17.21, 3.0.0)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "system",
    "package",
    "version"
  ],
  "properties": {
    "system": {
      "enum": [
        "npm",
        "pypi",
        "go",
        "maven",
        "cargo",
        "nuget"
      ],
      "type": "string",
      "description": "Package ecosystem: npm, pypi, go, maven, cargo, or nuget"
    },
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "Package name (e.g. lodash, flask, github.com/gin-gonic/gin)"
    },
    "version": {
      "type": "string",
      "minLength": 1,
      "description": "Package version to resolve dependencies for (e.g. 4.17.21, 3.0.0)"
    }
  },
  "additionalProperties": false
}

depsdev.insights.package

Get package metadata from Google deps.dev — all versions, default version, ecosystem. Covers npm, PyPI, Go, Maven, Cargo, NuGet (50M+ package versions). Complements npm/PyPI registries with cross-ecosystem unified view.

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Argument	Type	Description
system*	string	Package ecosystem: npm, pypi, go, maven, cargo, or nuget
package*	string	Package name (e.g. express, requests, gin-gonic/gin, log4j-core)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "system",
    "package"
  ],
  "properties": {
    "system": {
      "enum": [
        "npm",
        "pypi",
        "go",
        "maven",
        "cargo",
        "nuget"
      ],
      "type": "string",
      "description": "Package ecosystem: npm, pypi, go, maven, cargo, or nuget"
    },
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "Package name (e.g. express, requests, gin-gonic/gin, log4j-core)"
    }
  },
  "additionalProperties": false
}

dev.code.execute

⚡ ACTION: Execute source code in a sandboxed environment — 71 programming languages supported (Python, JavaScript, Java, C++, Go, Rust, C#, Bash, Ruby, PHP, and 60+ more). Returns stdout, stderr, execution time, and memory usage. Safe sandboxed execution with CPU/memory limits. Use code.languages to get language IDs (Judge0 CE)

Argument	Type	Description
stdin	string	Standard input to feed to the program
language_id*	integer	Language ID from code.languages (e.g. 71=Python 3, 63=JavaScript, 62=Java, 54=C++, 60=Go, 73=Rust, 51=C#, 46=Bash). Call code.languages for full list
source_code*	string	Source code to execute
memory_limit	number	Memory limit in KB (default 128000 = 128MB)
cpu_time_limit	number	CPU time limit in seconds (default 5, max 15)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "language_id",
    "source_code"
  ],
  "properties": {
    "stdin": {
      "type": "string",
      "description": "Standard input to feed to the program"
    },
    "language_id": {
      "type": "integer",
      "description": "Language ID from code.languages (e.g. 71=Python 3, 63=JavaScript, 62=Java, 54=C++, 60=Go, 73=Rust, 51=C#, 46=Bash). Call code.languages for full list"
    },
    "source_code": {
      "type": "string",
      "minLength": 1,
      "description": "Source code to execute"
    },
    "memory_limit": {
      "type": "number",
      "description": "Memory limit in KB (default 128000 = 128MB)"
    },
    "cpu_time_limit": {
      "type": "number",
      "description": "CPU time limit in seconds (default 5, max 15)"
    }
  },
  "additionalProperties": false
}

dev.code.languages

List all 71 available programming languages and their IDs for code execution. Common IDs: 71=Python 3.8, 63=JavaScript (Node.js), 62=Java, 54=C++ (GCC), 60=Go, 73=Rust, 51=C#, 46=Bash. Returns full list with compiler/interpreter versions (Judge0 CE)

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Argument	Type	Description
filter	string	Optional filter — substring match on language name (e.g. "python", "java", "rust"). Returns all 71 languages if omitted

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "filter": {
      "type": "string",
      "description": "Optional filter — substring match on language name (e.g. \"python\", \"java\", \"rust\"). Returns all 71 languages if omitted"
    }
  },
  "additionalProperties": false
}

developer.github.repo

Get full details of a GitHub repository — description, stars, forks, language, topics, license, last update. Public repos only (GitHub API)

read-only

Argument	Type	Description
repo*	string	Repository name (e.g. "react", "vscode")
owner*	string	Repository owner (e.g. "facebook", "microsoft")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "owner",
    "repo"
  ],
  "properties": {
    "repo": {
      "type": "string",
      "description": "Repository name (e.g. \"react\", \"vscode\")"
    },
    "owner": {
      "type": "string",
      "description": "Repository owner (e.g. \"facebook\", \"microsoft\")"
    }
  },
  "additionalProperties": false
}

developer.github.search

Search GitHub repositories by keyword, language, stars, topics. Returns name, description, stars, forks, language, license, owner. Sort by stars/forks/updated. 86K+ MCP repos, 372M+ total repos (GitHub API)

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Argument	Type	Description
sort	string	Sort by: stars (default), forks, updated, help-wanted-issues
limit	integer	Max results (1-30, default 10)
query*	string	Search query (e.g. "mcp server", "react framework", "language:python stars:>1000")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "sort": {
      "enum": [
        "stars",
        "forks",
        "updated",
        "help-wanted-issues"
      ],
      "type": "string",
      "default": "stars",
      "description": "Sort by: stars (default), forks, updated, help-wanted-issues"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 30,
      "minimum": 1,
      "description": "Max results (1-30, default 10)"
    },
    "query": {
      "type": "string",
      "description": "Search query (e.g. \"mcp server\", \"react framework\", \"language:python stars:>1000\")"
    }
  },
  "additionalProperties": false
}

developer.github.user

Get a GitHub user profile — name, bio, public repos count, followers, company, location, join date. Works for users and organizations (GitHub API)

read-only

Argument	Type	Description
username*	string	GitHub username (e.g. "torvalds", "whiteknightonhorse")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "username"
  ],
  "properties": {
    "username": {
      "type": "string",
      "description": "GitHub username (e.g. \"torvalds\", \"whiteknightonhorse\")"
    }
  },
  "additionalProperties": false
}

device.registry.command

⚡ ACTION: Send a command to a physical device the calling agent owns via a linked vendor connection (e.g. turn a plug on/off, set an AC temperature). Numeric setpoints are bounds-checked against the device class's configured safety limits (config/device-classes.json); some device classes require confirm:true. Requires connection_id, device_id, command, value.

Argument	Type	Description
value*	string \| number \| boolean	The value to set for this command
command*	string	The device's data-point code, e.g. 'switch_1', 'temp_set'
confirm	boolean	Must be true for any device class flagged confirm_required in the safety layer (locks, valves, etc.)
device_id*	string	The vendor's device id (from device.list)
connection_id*	string	Your device-connection id from /connect/device/connections

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "connection_id",
    "device_id",
    "command",
    "value"
  ],
  "properties": {
    "value": {
      "type": [
        "string",
        "number",
        "boolean"
      ],
      "description": "The value to set for this command"
    },
    "command": {
      "type": "string",
      "maxLength": 64,
      "minLength": 1,
      "description": "The device's data-point code, e.g. 'switch_1', 'temp_set'"
    },
    "confirm": {
      "type": "boolean",
      "description": "Must be true for any device class flagged confirm_required in the safety layer (locks, valves, etc.)"
    },
    "device_id": {
      "type": "string",
      "maxLength": 128,
      "minLength": 1,
      "description": "The vendor's device id (from device.list)"
    },
    "connection_id": {
      "type": "string",
      "format": "uuid",
      "description": "Your device-connection id from /connect/device/connections"
    }
  },
  "additionalProperties": false
}

device.registry.list

List every physical device reachable through the calling agent's own linked vendor accounts (Tuya first). Returns each device's vendor id, name, category, and online status, grouped by connection_id. Empty if the agent has not linked any vendor account yet -- see /connect/device/vendors.

read-only

Argument	Type	Description
vendor	string	Filter to one linked vendor's devices, e.g. 'tuya' (omit to list all)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "vendor": {
      "type": "string",
      "description": "Filter to one linked vendor's devices, e.g. 'tuya' (omit to list all)"
    }
  },
  "additionalProperties": false
}

device.registry.state

Read the current state (data points) of one physical device the calling agent owns via a linked vendor connection. Requires connection_id (from device.list) and device_id.

read-only

Argument	Type	Description
device_id*	string	The vendor's device id (from device.list)
connection_id*	string	Your device-connection id from /connect/device/connections

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "connection_id",
    "device_id"
  ],
  "properties": {
    "device_id": {
      "type": "string",
      "maxLength": 128,
      "minLength": 1,
      "description": "The vendor's device id (from device.list)"
    },
    "connection_id": {
      "type": "string",
      "format": "uuid",
      "description": "Your device-connection id from /connect/device/connections"
    }
  },
  "additionalProperties": false
}

diffbot.articles.extract

Extract article text, author, date, tags, sentiment, and images from any blog or news URL with multi-page support (Diffbot)

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Argument	Type	Description
url*	string	Article or blog post URL to extract text, author, and metadata
paging	boolean	Follow multi-page articles and concatenate text (default true)
maxTags	integer	Maximum number of topic tags to return (1-50, default 10)
timeout	integer	Request timeout in milliseconds (5000-30000, default 15000)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Article or blog post URL to extract text, author, and metadata"
    },
    "paging": {
      "type": "boolean",
      "description": "Follow multi-page articles and concatenate text (default true)"
    },
    "maxTags": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of topic tags to return (1-50, default 10)"
    },
    "timeout": {
      "type": "integer",
      "maximum": 30000,
      "minimum": 5000,
      "description": "Request timeout in milliseconds (5000-30000, default 15000)"
    }
  },
  "additionalProperties": false
}

diffbot.knowledge.search

Search Diffbot Knowledge Graph for products, organizations, people, and places — billions of structured entities from the web (Diffbot)

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Argument	Type	Description
from	integer	Pagination offset for results (default 0)
size	integer	Number of results to return (1-50, default 25)
type	string	Filter results by entity type in Knowledge Graph
query*	string	Diffbot Knowledge Graph query (DQL) — e.g. "type:Product title:iPhone"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "from": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for results (default 0)"
    },
    "size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (1-50, default 25)"
    },
    "type": {
      "enum": [
        "Product",
        "Article",
        "Organization",
        "Person",
        "Place",
        "Event"
      ],
      "type": "string",
      "description": "Filter results by entity type in Knowledge Graph"
    },
    "query": {
      "type": "string",
      "description": "Diffbot Knowledge Graph query (DQL) — e.g. \"type:Product title:iPhone\""
    }
  },
  "additionalProperties": false
}

diffbot.pages.analyze

Auto-detect page type (product, article, image, video) and extract structured data from any URL using AI (Diffbot)

read-only

Argument	Type	Description
url*	string	Web page URL to auto-detect type and extract structured data
mode	string	Force extraction mode instead of auto-detection
timeout	integer	Request timeout in milliseconds (5000-30000, default 15000)
fallback	string	Fallback extraction type if auto-detection fails

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Web page URL to auto-detect type and extract structured data"
    },
    "mode": {
      "enum": [
        "product",
        "article",
        "image",
        "discussion",
        "video"
      ],
      "type": "string",
      "description": "Force extraction mode instead of auto-detection"
    },
    "timeout": {
      "type": "integer",
      "maximum": 30000,
      "minimum": 5000,
      "description": "Request timeout in milliseconds (5000-30000, default 15000)"
    },
    "fallback": {
      "enum": [
        "article",
        "product"
      ],
      "type": "string",
      "description": "Fallback extraction type if auto-detection fails"
    }
  },
  "additionalProperties": false
}

diffbot.products.extract

Extract structured product data from any e-commerce URL — title, price, brand, specs, images, reviews. Works on any retailer without custom integration (Diffbot)

read-only

Argument	Type	Description
url*	string	Product page URL to extract data from (any e-commerce site)
timeout	integer	Request timeout in milliseconds (5000-30000, default 15000)
discussion	boolean	Include product reviews and comments (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Product page URL to extract data from (any e-commerce site)"
    },
    "timeout": {
      "type": "integer",
      "maximum": 30000,
      "minimum": 5000,
      "description": "Request timeout in milliseconds (5000-30000, default 15000)"
    },
    "discussion": {
      "type": "boolean",
      "description": "Include product reviews and comments (default false)"
    }
  },
  "additionalProperties": false
}

disease.covid.country

Get COVID-19 statistics for a specific country by name or ISO code. Returns cases, deaths, recoveries, active, critical, per-million rates, tests, population, and flag. Covers 215+ countries and territories.

read-only

Argument	Type	Description
strict	boolean	Use strict name matching instead of fuzzy search (default false)
country*	string	Country name, ISO2 code, or ISO3 code (e.g. "United States", "US", "USA", "Germany", "DE")
yesterday	boolean	Return yesterday's data instead of today's (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "strict": {
      "type": "boolean",
      "description": "Use strict name matching instead of fuzzy search (default false)"
    },
    "country": {
      "type": "string",
      "description": "Country name, ISO2 code, or ISO3 code (e.g. \"United States\", \"US\", \"USA\", \"Germany\", \"DE\")"
    },
    "yesterday": {
      "type": "boolean",
      "description": "Return yesterday's data instead of today's (default false)"
    }
  },
  "additionalProperties": false
}

disease.covid.global

Get aggregated global COVID-19 statistics: total cases (704M+), deaths, recoveries, active cases, critical cases, cases/deaths per million, tests administered, and affected countries count. Data from Worldometers and OWID.

read-only

Argument	Type	Description
yesterday	boolean	Return yesterday's data instead of today's (default false)
twoDaysAgo	boolean	Return data from two days ago for comparison (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "yesterday": {
      "type": "boolean",
      "description": "Return yesterday's data instead of today's (default false)"
    },
    "twoDaysAgo": {
      "type": "boolean",
      "description": "Return data from two days ago for comparison (default false)"
    }
  },
  "additionalProperties": false
}

disease.covid.history

Get historical time-series COVID-19 data for a country or globally. Returns daily case, death, and recovery counts. Useful for trend analysis and longitudinal research. Data from Johns Hopkins CSSE.

read-only

Argument	Type	Description
country	string	Country name, ISO2/ISO3 code, or "all" for global aggregate (default "all")
lastdays	integer	Number of most recent days to return (default 30, max ~1500 for full history)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "description": "Country name, ISO2/ISO3 code, or \"all\" for global aggregate (default \"all\")"
    },
    "lastdays": {
      "type": "integer",
      "maximum": 1500,
      "minimum": 1,
      "description": "Number of most recent days to return (default 30, max ~1500 for full history)"
    }
  },
  "additionalProperties": false
}

disease.influenza.cdc

Get US influenza surveillance data from CDC FluView. Returns weekly ILI (influenza-like illness) activity levels by age group, positive test rates by influenza type (A/B), and national summary. Updated weekly.

read-only

Argument	Type	Description
weeks	integer	Number of most recent weeks to return (default all, up to 104). CDC ILI data is published weekly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "weeks": {
      "type": "integer",
      "maximum": 104,
      "minimum": 1,
      "description": "Number of most recent weeks to return (default all, up to 104). CDC ILI data is published weekly."
    }
  },
  "additionalProperties": false
}

doaj.articles.detail

Retrieve full metadata for a single open access article from the Directory of Open Access Journals by its DOAJ article ID. Returns complete bibliographic record including all authors, journal title, ISSN, publication year and month, subject classifications, full keyword list, full abstract, DOI, and direct full-text URL. Use after doaj.articles.search to get complete details for a specific article.

read-only

Argument	Type	Description
article_id*	string	DOAJ article identifier (32-character hex string, e.g. "000004687a3a411cb466625281f2ceb0"). Obtain from article_search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "article_id"
  ],
  "properties": {
    "article_id": {
      "type": "string",
      "description": "DOAJ article identifier (32-character hex string, e.g. \"000004687a3a411cb466625281f2ceb0\"). Obtain from article_search results."
    }
  },
  "additionalProperties": false
}

doaj.articles.search

Search 10 million+ open access articles indexed by the Directory of Open Access Journals (DOAJ). All articles are from peer-reviewed journals with immediate free access (no embargo, no paywall). Query by topic, author, title, DOI, or DOAJ query syntax. Returns title, authors, journal, year, subjects, keywords, abstract (up to 500 chars), DOI, and full-text URL for direct access to the paper. Ideal for finding freely readable academic literature across any discipline.

read-only

Argument	Type	Description
page	integer	Result page number (1-based). Default: 1.
sort	string	Sort order. Examples: "title:asc", "created_date:desc". Default: relevance.
query*	string	Full-text search query for articles (e.g. "climate change mitigation", "title:CRISPR", "doi:10.1002/xyz"). Supports DOAJ query syntax.
page_size	integer	Number of articles per page (1–50). Default: 10.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Result page number (1-based). Default: 1."
    },
    "sort": {
      "type": "string",
      "description": "Sort order. Examples: \"title:asc\", \"created_date:desc\". Default: relevance."
    },
    "query": {
      "type": "string",
      "description": "Full-text search query for articles (e.g. \"climate change mitigation\", \"title:CRISPR\", \"doi:10.1002/xyz\"). Supports DOAJ query syntax."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of articles per page (1–50). Default: 10."
    }
  },
  "additionalProperties": false
}

doaj.journals.detail

Retrieve full metadata for a single open access journal from the Directory of Open Access Journals by its DOAJ journal ID. Returns comprehensive bibliographic and quality metadata including aims & scope URL, author instructions, peer-review process type, BOAI compliance status, APC pricing in EUR, preservation archiving services, and all ISSN variants. Use after doaj.journals.search to get complete details for a specific journal.

read-only

Argument	Type	Description
journal_id*	string	DOAJ journal identifier (32-character hex string, e.g. "4b3d6d1e61534f8d84b64b5c5a9a4cd0"). Obtain from journal_search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "journal_id"
  ],
  "properties": {
    "journal_id": {
      "type": "string",
      "description": "DOAJ journal identifier (32-character hex string, e.g. \"4b3d6d1e61534f8d84b64b5c5a9a4cd0\"). Obtain from journal_search results."
    }
  },
  "additionalProperties": false
}

doaj.journals.search

Search the Directory of Open Access Journals (DOAJ) for peer-reviewed, fully open access journals. DOAJ indexes 20,000+ journals in 80+ languages from 129 countries — all free to read, CC-licensed, and vetted for quality. Query by topic, ISSN, publisher, or DOAJ query syntax. Returns title, ISSN, publisher, country, subject classification, license type, APC cost, preservation services (CLOCKSS, Portico, LOCKSS), and OA start year. Useful for finding publishing venues, checking journal legitimacy, and academic research.

read-only

Argument	Type	Description
page	integer	Result page number (1-based). Default: 1.
sort	string	Sort order for results. Examples: "title:asc", "issn:desc". Default: relevance.
query*	string	Search query for journals (e.g. "ecology", "ISSN:1234-5678", "publisher:Elsevier"). Supports DOAJ query syntax.
page_size	integer	Number of journals per page (1–50). Default: 10.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Result page number (1-based). Default: 1."
    },
    "sort": {
      "type": "string",
      "description": "Sort order for results. Examples: \"title:asc\", \"issn:desc\". Default: relevance."
    },
    "query": {
      "type": "string",
      "description": "Search query for journals (e.g. \"ecology\", \"ISSN:1234-5678\", \"publisher:Elsevier\"). Supports DOAJ query syntax."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of journals per page (1–50). Default: 10."
    }
  },
  "additionalProperties": false
}

document.convert.from_pdf

Convert PDF to Word (DOCX), Excel (XLSX), PowerPoint (PPTX), plain text (TXT), or images (JPG/PNG per page). Optional page range selection. Provide PDF as URL (ConvertAPI)

read-only

Argument	Type	Description
pages	string	Page range to convert (e.g. "1-5", "1,3,5", default "all")
to_format*	string	Target format to convert PDF into
source_url*	string	Publicly accessible URL of the PDF to convert (e.g. "https://example.com/doc.pdf")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "source_url",
    "to_format"
  ],
  "properties": {
    "pages": {
      "type": "string",
      "description": "Page range to convert (e.g. \"1-5\", \"1,3,5\", default \"all\")"
    },
    "to_format": {
      "enum": [
        "docx",
        "xlsx",
        "pptx",
        "txt",
        "jpg",
        "png"
      ],
      "type": "string",
      "description": "Target format to convert PDF into"
    },
    "source_url": {
      "type": "string",
      "format": "uri",
      "description": "Publicly accessible URL of the PDF to convert (e.g. \"https://example.com/doc.pdf\")"
    }
  },
  "additionalProperties": false
}

document.convert.to_pdf

Convert Word (DOCX), Excel (XLSX), PowerPoint (PPTX), HTML, Markdown, RTF, ODT, or images (JPG/PNG/SVG) to PDF. Provide source file as URL. Custom page size and orientation. 200+ format pairs supported (ConvertAPI)

read-only

Argument	Type	Description
page_size	string	PDF page size (default "a4")
source_url*	string	Publicly accessible URL of the source file to convert (e.g. "https://example.com/report.docx")
from_format*	string	Source file format
orientation	string	Page orientation (default "portrait")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "source_url",
    "from_format"
  ],
  "properties": {
    "page_size": {
      "enum": [
        "a4",
        "letter",
        "legal",
        "a3",
        "a5"
      ],
      "type": "string",
      "description": "PDF page size (default \"a4\")"
    },
    "source_url": {
      "type": "string",
      "format": "uri",
      "description": "Publicly accessible URL of the source file to convert (e.g. \"https://example.com/report.docx\")"
    },
    "from_format": {
      "enum": [
        "docx",
        "xlsx",
        "pptx",
        "html",
        "md",
        "jpg",
        "png",
        "svg",
        "rtf",
        "odt",
        "txt"
      ],
      "type": "string",
      "description": "Source file format"
    },
    "orientation": {
      "enum": [
        "portrait",
        "landscape"
      ],
      "type": "string",
      "description": "Page orientation (default \"portrait\")"
    }
  },
  "additionalProperties": false
}

document.convert.web_to_pdf

Render any web page URL to PDF with full JavaScript execution — custom viewport width, lazy content loading, wait delay. Returns PDF download URL (ConvertAPI)

read-only

Argument	Type	Description
url*	string	Web page URL to render as PDF (e.g. "https://example.com")
delay	integer	Seconds to wait after page load before capturing (default 0)
viewport_width	integer	Browser viewport width in pixels (default 1280)
load_lazy_content	boolean	Scroll page to trigger lazy-loaded images (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Web page URL to render as PDF (e.g. \"https://example.com\")"
    },
    "delay": {
      "type": "integer",
      "maximum": 30,
      "minimum": 0,
      "description": "Seconds to wait after page load before capturing (default 0)"
    },
    "viewport_width": {
      "type": "integer",
      "maximum": 3840,
      "minimum": 320,
      "description": "Browser viewport width in pixels (default 1280)"
    },
    "load_lazy_content": {
      "type": "boolean",
      "description": "Scroll page to trigger lazy-loaded images (default false)"
    }
  },
  "additionalProperties": false
}

dogceo.breeds.list

List every dog breed in the Dog CEO database, each with its known sub-breeds (e.g. "bulldog" → ["boston", "english", "french"]). Set include_sub_breeds=false for a flat list of breed names only. No auth required, MIT licensed.

read-only

Argument	Type	Description
include_sub_breeds	boolean	Include the nested sub-breeds array for each breed (default true). Set false for a flat list of breed names only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "include_sub_breeds": {
      "type": "boolean",
      "description": "Include the nested sub-breeds array for each breed (default true). Set false for a flat list of breed names only."
    }
  },
  "additionalProperties": false
}

dogceo.breeds.random_image

Get one or more random dog images, optionally filtered by breed and sub-breed (e.g. "hound" + "afghan"). Returns direct image URLs from the Dog CEO open-source image database. No auth required, MIT licensed.

read-only

Argument	Type	Description
breed	string	Filter by dog breed (e.g. "hound", "labrador"). Omit for a random breed.
count	integer	Number of random images to return (1-50, default 1)
sub_breed	string	Filter by sub-breed within the given breed (e.g. "afghan" for breed "hound"). Requires breed to also be set.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "breed": {
      "type": "string",
      "maxLength": 50,
      "minLength": 1,
      "description": "Filter by dog breed (e.g. \"hound\", \"labrador\"). Omit for a random breed."
    },
    "count": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of random images to return (1-50, default 1)"
    },
    "sub_breed": {
      "type": "string",
      "maxLength": 50,
      "minLength": 1,
      "description": "Filter by sub-breed within the given breed (e.g. \"afghan\" for breed \"hound\"). Requires breed to also be set."
    }
  },
  "additionalProperties": false
}

dogceo.breeds.sub_breeds

List the known sub-breeds for a single dog breed (e.g. breed="terrier" → ["american", "australian", "bedlington", ...]). Returns an empty list if the breed has no recognized sub-breeds. No auth required, MIT licensed.

read-only

Argument	Type	Description
breed*	string	Dog breed to look up sub-breeds for (e.g. "bulldog", "terrier")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "breed"
  ],
  "properties": {
    "breed": {
      "type": "string",
      "maxLength": 50,
      "minLength": 1,
      "description": "Dog breed to look up sub-breeds for (e.g. \"bulldog\", \"terrier\")"
    }
  },
  "additionalProperties": false
}

domain.namesilo.check

Check if domain names are available for registration. Returns availability status, registration price, and renewal price per domain. Supports all TLDs (.com, .io, .dev, .app, .ai, etc.) (NameSilo)

read-only

Argument	Type	Description
domains*	string	Comma-separated domain names to check availability (e.g. "example.com,mysite.io,startup.dev")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domains"
  ],
  "properties": {
    "domains": {
      "type": "string",
      "minLength": 3,
      "description": "Comma-separated domain names to check availability (e.g. \"example.com,mysite.io,startup.dev\")"
    }
  },
  "additionalProperties": false
}

domain.namesilo.info

Get detailed info for a domain — nameservers, creation/expiry dates, lock status, auto-renew setting, WHOIS contact (NameSilo)

read-only

Argument	Type	Description
domain*	string	Domain name to get details for (e.g. "example.com")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "minLength": 3,
      "description": "Domain name to get details for (e.g. \"example.com\")"
    }
  },
  "additionalProperties": false
}

domain.namesilo.list

List all domains registered in the account with expiry dates and status (NameSilo)

read-only

Argument	Type	Description
filter	string	Optional keyword to filter domain list

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "filter": {
      "type": "string",
      "description": "Optional keyword to filter domain list"
    }
  },
  "additionalProperties": false
}

domain.namesilo.prices

Get current registration, renewal, and transfer prices for popular TLDs (.com, .net, .org, .io, .dev, .app, .ai, .co, .xyz, .tech, etc.) (NameSilo)

read-only

Argument	Type	Description
tld	string	Optional TLD to filter (e.g. "com", "io"). Omit for all popular TLDs

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "tld": {
      "type": "string",
      "description": "Optional TLD to filter (e.g. \"com\", \"io\"). Omit for all popular TLDs"
    }
  },
  "additionalProperties": false
}

domain.namesilo.register

⚡ ACTION: Purchase and register a domain name (1-10 years). Includes free WHOIS privacy protection. Domain is registered instantly. Prices: .com ~$21, .org ~$12, .dev ~$18, .io ~$42 (NameSilo)

destructive

Argument	Type	Description
years	integer	Registration period in years (default 1, max 10)
domain*	string	Domain name to register (e.g. "mybusiness.com")
private	boolean	Enable free WHOIS privacy (default true)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain"
  ],
  "properties": {
    "years": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Registration period in years (default 1, max 10)"
    },
    "domain": {
      "type": "string",
      "minLength": 3,
      "description": "Domain name to register (e.g. \"mybusiness.com\")"
    },
    "private": {
      "type": "boolean",
      "description": "Enable free WHOIS privacy (default true)"
    }
  },
  "additionalProperties": false
}

dpla.archives.by_subject

Browse digitized items from US archives by subject or topic keyword using DPLA subject vocabulary. Subjects include broad categories (Women, Architecture, Photography) and historical topics (Civil War, Native Americans, Abolitionists). Optionally filter by media type. Returns paginated list of matching items with title, creator, date, type, thumbnail, and direct URL.

read-only

Argument	Type	Description
page	integer	Page number for pagination, starting at 1 (default: 1)
type	string	Optionally narrow results to a specific media type: image, text, sound, moving image, or physical object
subject*	string	Subject or topic to browse (e.g. "Photography", "Women", "Architecture", "Native Americans"). Case-insensitive exact match against DPLA subject vocabulary.
page_size	integer	Number of items per page, 1–50 (default: 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "subject"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination, starting at 1 (default: 1)"
    },
    "type": {
      "enum": [
        "image",
        "text",
        "sound",
        "moving image",
        "physical object"
      ],
      "type": "string",
      "description": "Optionally narrow results to a specific media type: image, text, sound, moving image, or physical object"
    },
    "subject": {
      "type": "string",
      "description": "Subject or topic to browse (e.g. \"Photography\", \"Women\", \"Architecture\", \"Native Americans\"). Case-insensitive exact match against DPLA subject vocabulary."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of items per page, 1–50 (default: 10)"
    }
  },
  "additionalProperties": false
}

dpla.archives.detail

Fetch the full metadata record for a specific DPLA item by its 32-character hex identifier. Returns complete fields: title, creator, date, type, format, subject tags, language, rights category, contributing institution, original item URL, and thumbnail URL. Use after a search call to retrieve complete details for a specific digitized object.

read-only

Argument	Type	Description
item_id*	string	DPLA item identifier (32-character hex string, e.g. "eb930b2f9ad638f921429e5e898f0a34"). Obtain from search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "item_id"
  ],
  "properties": {
    "item_id": {
      "type": "string",
      "description": "DPLA item identifier (32-character hex string, e.g. \"eb930b2f9ad638f921429e5e898f0a34\"). Obtain from search results."
    }
  },
  "additionalProperties": false
}

dpla.archives.facets

Get top facet counts (subjects, providers/institutions, media types, US states) across the entire DPLA collection or scoped to a search query. Useful for discovering what subject areas, contributing libraries, or media types dominate a given topic. Returns ranked term lists with counts for four dimensions: subject, provider, type, and state.

read-only

Argument	Type	Description
q	string	Optional query to scope the facets (e.g. "civil war" returns top subjects/providers/types within that query). Omit for global top facets.
facet_size	integer	Number of top terms to return per facet dimension, 1–50 (default: 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Optional query to scope the facets (e.g. \"civil war\" returns top subjects/providers/types within that query). Omit for global top facets."
    },
    "facet_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of top terms to return per facet dimension, 1–50 (default: 10)"
    }
  },
  "additionalProperties": false
}

dpla.archives.search

Search 50M+ digitized items from US libraries, archives, and museums via the Digital Public Library of America. Filter by media type (image, text, sound, moving image), date range, US state, or contributing institution. Results include title, creator, date, type, subject tags, rights, and direct links to the original item and thumbnail. Sources include the Smithsonian, Library of Congress, NYPL, state digitization programs, and 2,000+ contributing institutions. Returns facets for top subjects, providers, and types within the result set.

read-only

Argument	Type	Description
q	string	Full-text search query across title, description, creator, and subject fields (e.g. "civil war photographs", "Thomas Jefferson")
page	integer	Page number for pagination, starting at 1 (default: 1)
type	string	Filter by media type: image (photographs, drawings), text (books, manuscripts), sound (audio recordings), moving image (film/video), physical object
state	string	Filter by US state name where the item originated or is about (e.g. "Massachusetts", "California")
date_end	string	Filter items created on or before this year (e.g. "1900"). Use with date_begin for a range.
provider	string	Filter by contributing institution name (e.g. "Smithsonian Institution", "The New York Public Library")
page_size	integer	Number of items per page, 1–50 (default: 10)
date_begin	string	Filter items created on or after this year (e.g. "1850"). Use with date_end for a range.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Full-text search query across title, description, creator, and subject fields (e.g. \"civil war photographs\", \"Thomas Jefferson\")"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination, starting at 1 (default: 1)"
    },
    "type": {
      "enum": [
        "image",
        "text",
        "sound",
        "moving image",
        "physical object"
      ],
      "type": "string",
      "description": "Filter by media type: image (photographs, drawings), text (books, manuscripts), sound (audio recordings), moving image (film/video), physical object"
    },
    "state": {
      "type": "string",
      "description": "Filter by US state name where the item originated or is about (e.g. \"Massachusetts\", \"California\")"
    },
    "date_end": {
      "type": "string",
      "description": "Filter items created on or before this year (e.g. \"1900\"). Use with date_begin for a range."
    },
    "provider": {
      "type": "string",
      "description": "Filter by contributing institution name (e.g. \"Smithsonian Institution\", \"The New York Public Library\")"
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of items per page, 1–50 (default: 10)"
    },
    "date_begin": {
      "type": "string",
      "description": "Filter items created on or after this year (e.g. \"1850\"). Use with date_end for a range."
    }
  },
  "additionalProperties": false
}

drought.county.stats

Retrieve weekly county-level drought statistics from the USDA/NOAA US Drought Monitor for a specific county or all counties in a US state. Pass a 5-digit FIPS code (e.g. "48113" for Dallas County TX, "06037" for Los Angeles County CA) to get a single county, or a 2-letter state abbreviation (e.g. "TX", "CA", "NE") to get all counties in that state. Returns drought severity by area (square miles) at each drought level (D0–D4) per week. Useful for granular agricultural impact assessment, insurance risk modeling, and local government drought planning.

read-only

Argument	Type	Description
aoi*	string	Area of interest: either a 5-digit county FIPS code (e.g. "48113" for Dallas County TX, "06037" for Los Angeles County CA) or a 2-letter state abbreviation to get all counties in a state (e.g. "TX", "CA", "NE").
end_date*	string	End date for the query range in YYYY-MM-DD format (e.g. "2022-08-14"). Maximum range is 1 year from start_date.
start_date*	string	Start date for the query range in YYYY-MM-DD format (e.g. "2022-08-01"). USDM publishes weekly on Tuesdays; dates snap to the nearest release.
statistics_type	string	How drought levels are counted: "cumulative" (default) means each D-level includes worse levels; "categorical" means each level is non-overlapping and mutually exclusive.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "aoi",
    "start_date",
    "end_date"
  ],
  "properties": {
    "aoi": {
      "type": "string",
      "description": "Area of interest: either a 5-digit county FIPS code (e.g. \"48113\" for Dallas County TX, \"06037\" for Los Angeles County CA) or a 2-letter state abbreviation to get all counties in a state (e.g. \"TX\", \"CA\", \"NE\")."
    },
    "end_date": {
      "type": "string",
      "description": "End date for the query range in YYYY-MM-DD format (e.g. \"2022-08-14\"). Maximum range is 1 year from start_date."
    },
    "start_date": {
      "type": "string",
      "description": "Start date for the query range in YYYY-MM-DD format (e.g. \"2022-08-01\"). USDM publishes weekly on Tuesdays; dates snap to the nearest release."
    },
    "statistics_type": {
      "enum": [
        "cumulative",
        "categorical"
      ],
      "type": "string",
      "description": "How drought levels are counted: \"cumulative\" (default) means each D-level includes worse levels; \"categorical\" means each level is non-overlapping and mutually exclusive."
    }
  },
  "additionalProperties": false
}

drought.county.weeks

Find US counties that experienced at least N weeks of drought at or above a specified drought severity level during a given time period, using data from the USDA/NOAA US Drought Monitor. Filter by state (or all states), drought level (D0–D4), minimum weeks threshold, and whether to count consecutive or total (non-consecutive) weeks. Returns a list of matching counties with their FIPS codes, state, and week counts. Useful for identifying persistent drought-affected regions, prioritizing disaster relief, analyzing multi-year drought patterns, and supporting agricultural or water resource planning.

read-only

Argument	Type	Description
state	string	Two-letter US state abbreviation to filter results to one state (e.g. "NE", "TX", "CA"). Leave empty to return counties from all states.
end_date*	string	End date for the analysis period in YYYY-MM-DD format (e.g. "2023-01-01"). Maximum range is 1 year from start_date.
min_weeks*	integer	Minimum number of weeks that a county must have been at or above the drought_level threshold to be included in results (e.g. 4 for counties with at least 4 weeks of drought).
start_date*	string	Start date for the analysis period in YYYY-MM-DD format (e.g. "2022-01-01"). Maximum range is 1 year from start_date.
consecutive	boolean	If true, counts only consecutive weeks in drought; if false or omitted (default), counts all weeks (consecutive + non-consecutive) spent at or above the threshold.
drought_level*	integer	Minimum drought severity level to count: 0=D0 Abnormally Dry, 1=D1 Moderate Drought, 2=D2 Severe Drought, 3=D3 Extreme Drought, 4=D4 Exceptional Drought.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "drought_level",
    "min_weeks",
    "start_date",
    "end_date"
  ],
  "properties": {
    "state": {
      "type": "string",
      "description": "Two-letter US state abbreviation to filter results to one state (e.g. \"NE\", \"TX\", \"CA\"). Leave empty to return counties from all states."
    },
    "end_date": {
      "type": "string",
      "description": "End date for the analysis period in YYYY-MM-DD format (e.g. \"2023-01-01\"). Maximum range is 1 year from start_date."
    },
    "min_weeks": {
      "type": "integer",
      "minimum": 1,
      "description": "Minimum number of weeks that a county must have been at or above the drought_level threshold to be included in results (e.g. 4 for counties with at least 4 weeks of drought)."
    },
    "start_date": {
      "type": "string",
      "description": "Start date for the analysis period in YYYY-MM-DD format (e.g. \"2022-01-01\"). Maximum range is 1 year from start_date."
    },
    "consecutive": {
      "type": "boolean",
      "description": "If true, counts only consecutive weeks in drought; if false or omitted (default), counts all weeks (consecutive + non-consecutive) spent at or above the threshold."
    },
    "drought_level": {
      "type": "integer",
      "maximum": 4,
      "minimum": 0,
      "description": "Minimum drought severity level to count: 0=D0 Abnormally Dry, 1=D1 Moderate Drought, 2=D2 Severe Drought, 3=D3 Extreme Drought, 4=D4 Exceptional Drought."
    }
  },
  "additionalProperties": false
}

drought.national.dsci

Retrieve the Drought Severity and Coverage Index (DSCI) for the US from the USDA/NOAA US Drought Monitor. DSCI is a single composite score per week ranging from 0 (no drought anywhere) to 500 (100% of the area in D4 Exceptional Drought), calculated as the weighted sum D0%×1 + D1%×2 + D2%×3 + D3%×4 + D4%×5. Returns DSCI values for both CONUS and the total US (including Alaska/Hawaii/territories) with a descriptive severity classification (none/low/moderate/severe/extreme/exceptional). Useful for tracking drought trends over time, comparing drought years, and integrating a single drought severity metric into dashboards or alerts.

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Argument	Type	Description
end_date*	string	End date for the query range in YYYY-MM-DD format (e.g. "2024-01-08"). Maximum range is 1 year from start_date.
start_date*	string	Start date for the query range in YYYY-MM-DD format (e.g. "2024-01-01"). USDM publishes weekly on Tuesdays; dates snap to the nearest release.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "start_date",
    "end_date"
  ],
  "properties": {
    "end_date": {
      "type": "string",
      "description": "End date for the query range in YYYY-MM-DD format (e.g. \"2024-01-08\"). Maximum range is 1 year from start_date."
    },
    "start_date": {
      "type": "string",
      "description": "Start date for the query range in YYYY-MM-DD format (e.g. \"2024-01-01\"). USDM publishes weekly on Tuesdays; dates snap to the nearest release."
    }
  },
  "additionalProperties": false
}

drought.national.stats

Retrieve weekly US national drought statistics from the USDA/NOAA US Drought Monitor for a date range. Returns drought coverage by severity level (D0 Abnormally Dry through D4 Exceptional Drought) for CONUS and the total US (including Alaska/Hawaii/territories), reported as either square miles ("area") or percent of total land area ("percent"). Choose "cumulative" statistics_type to see how much area is in each level or worse (D1 includes D2+D3+D4); choose "categorical" for non-overlapping, mutually exclusive counts. Data is published weekly on Tuesdays — dates automatically snap to the nearest valid release. Maximum query window: 1 year. Useful for climate risk analysis, agricultural planning, and drought trend monitoring.

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Argument	Type	Description
metric	string	Measurement unit: "area" returns drought coverage in square miles (default); "percent" returns drought coverage as a percentage of total US land area.
end_date*	string	End date for the query range in YYYY-MM-DD format (e.g. "2024-01-08"). Maximum range is 1 year from start_date.
start_date*	string	Start date for the query range in YYYY-MM-DD format (e.g. "2024-01-01"). USDM publishes weekly on Tuesdays; dates snap to the nearest release.
statistics_type	string	How drought levels are counted: "cumulative" (default) means each D-level includes worse levels (D1 includes D1+D2+D3+D4); "categorical" means each level is non-overlapping and mutually exclusive.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "start_date",
    "end_date"
  ],
  "properties": {
    "metric": {
      "enum": [
        "area",
        "percent"
      ],
      "type": "string",
      "description": "Measurement unit: \"area\" returns drought coverage in square miles (default); \"percent\" returns drought coverage as a percentage of total US land area."
    },
    "end_date": {
      "type": "string",
      "description": "End date for the query range in YYYY-MM-DD format (e.g. \"2024-01-08\"). Maximum range is 1 year from start_date."
    },
    "start_date": {
      "type": "string",
      "description": "Start date for the query range in YYYY-MM-DD format (e.g. \"2024-01-01\"). USDM publishes weekly on Tuesdays; dates snap to the nearest release."
    },
    "statistics_type": {
      "enum": [
        "cumulative",
        "categorical"
      ],
      "type": "string",
      "description": "How drought levels are counted: \"cumulative\" (default) means each D-level includes worse levels (D1 includes D1+D2+D3+D4); \"categorical\" means each level is non-overlapping and mutually exclusive."
    }
  },
  "additionalProperties": false
}

duckduckgo.search.instant_answer

Get a DuckDuckGo Instant Answer digest for a query: Wikipedia-sourced abstract, direct answer (for calculations/conversions/facts), dictionary definition, entity type, and infobox key-value facts when available. Best for quick factual lookups on well-known topics, people, places, and things. Data: DuckDuckGo Instant Answer API (api.duckduckgo.com), no auth required.

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Argument	Type	Description
query*	string	Search query or topic to look up (e.g. "Python programming language", "coffee")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "Search query or topic to look up (e.g. \"Python programming language\", \"coffee\")"
    }
  },
  "additionalProperties": false
}

duckduckgo.search.related_topics

Get DuckDuckGo related/disambiguation topics for a query — a flattened list of related concepts, categories, or alternate meanings, each with a title and DuckDuckGo link. Useful for exploring ambiguous or broad queries (e.g. a name that maps to multiple people, or a category like "coffee"). Data: DuckDuckGo Instant Answer API (api.duckduckgo.com), no auth required.

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Argument	Type	Description
query*	string	Search query or topic to look up (e.g. "Python programming language", "coffee")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "Search query or topic to look up (e.g. \"Python programming language\", \"coffee\")"
    }
  },
  "additionalProperties": false
}

ea-hydrology.readings.latest

Get the most recent reading (date, value, quality flag) for one EA hydrology data series, identified by the measure_id from ea-hydrology.station_measures. Data: environment.data.gov.uk/hydrology, UK Open Government Licence v3.0, no auth required.

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Argument	Type	Description
measure_id*	string	Measure identifier — the `measure_id` (notation) returned by ea-hydrology.station_measures, e.g. "052d0819-2a32-47df-9b99-c243c9c8235b-flow-i-900-m3s-qualified".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "measure_id"
  ],
  "properties": {
    "measure_id": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Measure identifier — the `measure_id` (notation) returned by ea-hydrology.station_measures, e.g. \"052d0819-2a32-47df-9b99-c243c9c8235b-flow-i-900-m3s-qualified\"."
    }
  },
  "additionalProperties": false
}

ea-hydrology.readings.range

Get a date-ranged time series of readings (date, value, quality, completeness) for one EA hydrology data series, identified by the measure_id from ea-hydrology.station_measures. Requires min_date and max_date (YYYY-MM-DD, inclusive). Data: environment.data.gov.uk/hydrology, UK Open Government Licence v3.0, no auth required.

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Argument	Type	Description
limit	integer	Max readings to return (default 500, max 2000).
max_date*	string	End date (inclusive), format YYYY-MM-DD.
min_date*	string	Start date (inclusive), format YYYY-MM-DD.
measure_id*	string	Measure identifier returned by ea-hydrology.station_measures.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "measure_id",
    "min_date",
    "max_date"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 2000,
      "minimum": 1,
      "description": "Max readings to return (default 500, max 2000)."
    },
    "max_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date (inclusive), format YYYY-MM-DD."
    },
    "min_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date (inclusive), format YYYY-MM-DD."
    },
    "measure_id": {
      "type": "string",
      "maxLength": 300,
      "minLength": 1,
      "description": "Measure identifier returned by ea-hydrology.station_measures."
    }
  },
  "additionalProperties": false
}

ea-hydrology.stations.measures

List the data series (measures) recorded at one EA hydrology station — e.g. 15-minute instantaneous flow, daily mean/min/max level, daily total rainfall — identified by the station_id from ea-hydrology.station_search. Optional parameter filter (flow, level, rainfall, TEMPERATURE — note TEMPERATURE is uppercase upstream). Returns measure_id, period, value type, and unit for each series — use measure_id with ea-hydrology.readings_latest or ea-hydrology.readings_range. Data: environment.data.gov.uk/hydrology, UK Open Government Licence v3.0, no auth required.

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Argument	Type	Description
parameter	string	Filter measures by parameter type. Note: TEMPERATURE must be uppercase, the others lowercase — confirmed upstream data quirk, not a typo.
station_id*	string	Station identifier — the `station_id` (notation/GUID) returned by ea-hydrology.station_search, e.g. "052d0819-2a32-47df-9b99-c243c9c8235b".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "parameter": {
      "enum": [
        "flow",
        "level",
        "rainfall",
        "TEMPERATURE"
      ],
      "type": "string",
      "description": "Filter measures by parameter type. Note: TEMPERATURE must be uppercase, the others lowercase — confirmed upstream data quirk, not a typo."
    },
    "station_id": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Station identifier — the `station_id` (notation/GUID) returned by ea-hydrology.station_search, e.g. \"052d0819-2a32-47df-9b99-c243c9c8235b\"."
    }
  },
  "additionalProperties": false
}

ea-hydrology.stations.search

Search the UK Environment Agency hydrology monitoring network for river, groundwater, and rainfall stations, filterable by river name, freetext label search, or what the station measures (waterFlow, waterLevel, rainfall, temperature, groundwaterLevel). Returns station_id, name, river/catchment, coordinates, and measure count — use the station_id with ea-hydrology.station_measures to see its available data series. Data: environment.data.gov.uk/hydrology, UK Open Government Licence v3.0, no auth required.

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Argument	Type	Description
limit	integer	Max stations to return (default 20, max 200).
search	string	Freetext search matching the station label/name (e.g. "Farmoor").
river_name	string	Filter stations by river name, partial match (e.g. "River Thames").
observed_property	string	Filter stations by what they measure: waterFlow (river flow m3/s), waterLevel (river level), rainfall, temperature, or groundwaterLevel (borehole).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Max stations to return (default 20, max 200)."
    },
    "search": {
      "type": "string",
      "maxLength": 200,
      "description": "Freetext search matching the station label/name (e.g. \"Farmoor\")."
    },
    "river_name": {
      "type": "string",
      "maxLength": 200,
      "description": "Filter stations by river name, partial match (e.g. \"River Thames\")."
    },
    "observed_property": {
      "enum": [
        "waterFlow",
        "waterLevel",
        "rainfall",
        "temperature",
        "groundwaterLevel"
      ],
      "type": "string",
      "description": "Filter stations by what they measure: waterFlow (river flow m3/s), waterLevel (river level), rainfall, temperature, or groundwaterLevel (borehole)."
    }
  },
  "additionalProperties": false
}

earth.fires.detect

Active fire hotspots detected by NASA satellites (VIIRS, MODIS) — latitude, longitude, brightness, confidence, fire radiative power. Filter by bounding box and days. Near real-time updates (NASA FIRMS)

read-only

Argument	Type	Description
days	integer	Number of days of data (1-5, default 1)
east*	number	Eastern longitude of bounding box (e.g. -114)
west*	number	Western longitude of bounding box (e.g. -125 for California)
north*	number	Northern latitude of bounding box (e.g. 42)
south*	number	Southern latitude of bounding box (e.g. 32)
source	string	Satellite sensor: VIIRS_SNPP_NRT (default, highest resolution), MODIS_NRT (legacy)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "west",
    "south",
    "east",
    "north"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 5,
      "minimum": 1,
      "description": "Number of days of data (1-5, default 1)"
    },
    "east": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Eastern longitude of bounding box (e.g. -114)"
    },
    "west": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Western longitude of bounding box (e.g. -125 for California)"
    },
    "north": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Northern latitude of bounding box (e.g. 42)"
    },
    "south": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Southern latitude of bounding box (e.g. 32)"
    },
    "source": {
      "enum": [
        "VIIRS_SNPP_NRT",
        "VIIRS_NOAA20_NRT",
        "VIIRS_NOAA21_NRT",
        "MODIS_NRT"
      ],
      "type": "string",
      "description": "Satellite sensor: VIIRS_SNPP_NRT (default, highest resolution), MODIS_NRT (legacy)"
    }
  },
  "additionalProperties": false
}

earthquake.events.count

Count earthquakes matching search criteria without returning full data — useful for statistics and monitoring thresholds (USGS)

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Argument	Type	Description
endtime	string	End date in ISO 8601 format (default: now)
latitude	number	Center latitude for radius search
longitude	number	Center longitude for radius search
starttime	string	Start date in ISO 8601 format, e.g. "2026-01-01"
maxradiuskm	number	Search radius in kilometers from lat/lon center
maxmagnitude	number	Maximum magnitude on Richter scale
minmagnitude	number	Minimum magnitude on Richter scale

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "endtime": {
      "type": "string",
      "description": "End date in ISO 8601 format (default: now)"
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Center latitude for radius search"
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Center longitude for radius search"
    },
    "starttime": {
      "type": "string",
      "description": "Start date in ISO 8601 format, e.g. \"2026-01-01\""
    },
    "maxradiuskm": {
      "type": "number",
      "maximum": 20001.6,
      "minimum": 0,
      "description": "Search radius in kilometers from lat/lon center"
    },
    "maxmagnitude": {
      "type": "number",
      "description": "Maximum magnitude on Richter scale"
    },
    "minmagnitude": {
      "type": "number",
      "description": "Minimum magnitude on Richter scale"
    }
  },
  "additionalProperties": false
}

earthquake.events.feed

Get real-time earthquake feed by magnitude threshold (significant/4.5+/2.5+/1.0+/all) and time window (hour/day/week/month) — updated every minute (USGS)

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Argument	Type	Description
magnitude	string	Magnitude threshold: "significant", "4.5", "2.5", "1.0", or "all" (default: "4.5")
timeframe	string	Time window: "hour", "day" (default), "week", or "month"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "magnitude": {
      "enum": [
        "significant",
        "4.5",
        "2.5",
        "1.0",
        "all"
      ],
      "type": "string",
      "description": "Magnitude threshold: \"significant\", \"4.5\", \"2.5\", \"1.0\", or \"all\" (default: \"4.5\")"
    },
    "timeframe": {
      "enum": [
        "hour",
        "day",
        "week",
        "month"
      ],
      "type": "string",
      "description": "Time window: \"hour\", \"day\" (default), \"week\", or \"month\""
    }
  },
  "additionalProperties": false
}

earthquake.events.search

Search global earthquakes by time, location, magnitude, and depth — returns magnitude, coordinates, tsunami flags, PAGER alerts, and felt reports. 100+ years of data, updated every minute (USGS)

read-only

Argument	Type	Description
limit	integer	Maximum number of results (default 20, max 200)
endtime	string	End date in ISO 8601 format (default: now)
orderby	string	Sort order: "time" (newest first, default), "time-asc", "magnitude" (largest first), "magnitude-asc"
latitude	number	Center latitude for radius search (-90 to 90)
maxdepth	number	Maximum depth in kilometers (max 1000)
mindepth	number	Minimum depth in kilometers (negative = above sea level)
longitude	number	Center longitude for radius search (-180 to 180)
starttime	string	Start date in ISO 8601 format, e.g. "2026-01-01" or "2026-01-01T00:00:00"
alertlevel	string	PAGER alert level filter: green (no damage), yellow, orange, red (significant damage/casualties)
maxradiuskm	number	Search radius in kilometers from lat/lon center point (max ~20,000 km)
maxmagnitude	number	Maximum magnitude on Richter scale
minmagnitude	number	Minimum magnitude on Richter scale (e.g. 4.5 for significant earthquakes)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of results (default 20, max 200)"
    },
    "endtime": {
      "type": "string",
      "description": "End date in ISO 8601 format (default: now)"
    },
    "orderby": {
      "enum": [
        "time",
        "time-asc",
        "magnitude",
        "magnitude-asc"
      ],
      "type": "string",
      "description": "Sort order: \"time\" (newest first, default), \"time-asc\", \"magnitude\" (largest first), \"magnitude-asc\""
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Center latitude for radius search (-90 to 90)"
    },
    "maxdepth": {
      "type": "number",
      "description": "Maximum depth in kilometers (max 1000)"
    },
    "mindepth": {
      "type": "number",
      "description": "Minimum depth in kilometers (negative = above sea level)"
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Center longitude for radius search (-180 to 180)"
    },
    "starttime": {
      "type": "string",
      "description": "Start date in ISO 8601 format, e.g. \"2026-01-01\" or \"2026-01-01T00:00:00\""
    },
    "alertlevel": {
      "enum": [
        "green",
        "yellow",
        "orange",
        "red"
      ],
      "type": "string",
      "description": "PAGER alert level filter: green (no damage), yellow, orange, red (significant damage/casualties)"
    },
    "maxradiuskm": {
      "type": "number",
      "maximum": 20001.6,
      "minimum": 0,
      "description": "Search radius in kilometers from lat/lon center point (max ~20,000 km)"
    },
    "maxmagnitude": {
      "type": "number",
      "description": "Maximum magnitude on Richter scale"
    },
    "minmagnitude": {
      "type": "number",
      "description": "Minimum magnitude on Richter scale (e.g. 4.5 for significant earthquakes)"
    }
  },
  "additionalProperties": false
}

ebi-metagenomics.biomes.browse

Browse MGnify's environment classification tree starting at a given lineage — returns the queried biome plus every descendant beneath it (not just immediate children), e.g. lineage "root" for the entire tree or "root:Host-associated" for just that subtree. Returns each biome's lineage, name, and sample count — use the returned lineage as the biome_lineage filter in ebi-metagenomics.study_search. Data: EMBL-EBI MGnify (www.ebi.ac.uk/metagenomics), no auth required.

read-only

Argument	Type	Description
page	integer	Page number, 1-indexed (default 1).
lineage	string	Biome lineage to browse the descendant subtree of, e.g. "root" (entire tree), "root:Host-associated", or "root:Environmental:Aquatic:Marine". Defaults to "root". Returns the queried biome plus every descendant beneath it, not just immediate children.
page_size	integer	Number of biomes to return per page, 1-50 (default 20).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number, 1-indexed (default 1)."
    },
    "lineage": {
      "type": "string",
      "description": "Biome lineage to browse the descendant subtree of, e.g. \"root\" (entire tree), \"root:Host-associated\", or \"root:Environmental:Aquatic:Marine\". Defaults to \"root\". Returns the queried biome plus every descendant beneath it, not just immediate children."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of biomes to return per page, 1-50 (default 20)."
    }
  },
  "additionalProperties": false
}

ebi-metagenomics.samples.list

List the biological samples belonging to a MGnify study (study_accession from ebi-metagenomics.study_search or ebi-metagenomics.study_detail). Returns each sample's accession, name, description, BioSample ID, latitude/longitude, geographic location, collection date, environment biome/feature/material, host taxon ID, species, and metadata key/value pairs. Data: EMBL-EBI MGnify (www.ebi.ac.uk/metagenomics), no auth required.

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Argument	Type	Description
page	integer	Page number, 1-indexed (default 1).
page_size	integer	Number of samples to return per page, 1-50 (default 10).
study_accession*	string	MGnify study accession, e.g. "MGYS00006862", from ebi-metagenomics.study_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "study_accession"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number, 1-indexed (default 1)."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of samples to return per page, 1-50 (default 10)."
    },
    "study_accession": {
      "type": "string",
      "minLength": 1,
      "description": "MGnify study accession, e.g. \"MGYS00006862\", from ebi-metagenomics.study_search."
    }
  },
  "additionalProperties": false
}

ebi-metagenomics.studies.detail

Get full detail for one MGnify study by its accession (e.g. "MGYS00006862") from ebi-metagenomics.study_search: study name, abstract, bioproject, secondary accession, sequencing centre, sample count, privacy/release status, data origination, and biome lineages. Data: EMBL-EBI MGnify (www.ebi.ac.uk/metagenomics), no auth required.

read-only

Argument	Type	Description
accession*	string	MGnify study accession, e.g. "MGYS00006862", from ebi-metagenomics.study_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "accession"
  ],
  "properties": {
    "accession": {
      "type": "string",
      "minLength": 1,
      "description": "MGnify study accession, e.g. \"MGYS00006862\", from ebi-metagenomics.study_search."
    }
  },
  "additionalProperties": false
}

ebi-metagenomics.studies.search

Search EBI's MGnify metagenomics archive for studies by free-text query (name/abstract/bioproject) and/or biome lineage (e.g. "root:Host-associated:Human"). Returns each study's accession, name, abstract, bioproject, sequencing centre, sample count, last-update date, and associated biome lineages. Data: EMBL-EBI MGnify (www.ebi.ac.uk/metagenomics), no auth required.

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Argument	Type	Description
page	integer	Page number, 1-indexed (default 1).
query	string	Free-text search across study name, abstract, and bioproject, e.g. "gut microbiome".
page_size	integer	Number of studies to return per page, 1-25 (default 10).
biome_lineage	string	Filter to studies classified under this biome lineage, e.g. "root:Host-associated:Human" or "root:Environmental:Aquatic:Marine". Get valid lineages from ebi-metagenomics.biome_browse.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number, 1-indexed (default 1)."
    },
    "query": {
      "type": "string",
      "description": "Free-text search across study name, abstract, and bioproject, e.g. \"gut microbiome\"."
    },
    "page_size": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of studies to return per page, 1-25 (default 10)."
    },
    "biome_lineage": {
      "type": "string",
      "description": "Filter to studies classified under this biome lineage, e.g. \"root:Host-associated:Human\" or \"root:Environmental:Aquatic:Marine\". Get valid lineages from ebi-metagenomics.biome_browse."
    }
  },
  "additionalProperties": false
}

ecb-rates.macro.hicp_inflation

Get the euro area Harmonised Index of Consumer Prices (HICP) all-items annual rate of change — the ECB's official inflation measure used for its 2% target. Monthly series. Filter by last_n_observations or start_period/end_period. Data: ECB Statistical Data Warehouse (data-api.ecb.europa.eu), no auth required.

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Argument	Type	Description
end_period	string	End of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set.
start_period	string	Start of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set.
last_n_observations	integer	Return only the most recent N observations (max 100). Takes precedence over start_period/end_period. Default 10 if no range given.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end_period": {
      "type": "string",
      "pattern": "^\\d{4}(-\\d{2}(-\\d{2})?)?$",
      "description": "End of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set."
    },
    "start_period": {
      "type": "string",
      "pattern": "^\\d{4}(-\\d{2}(-\\d{2})?)?$",
      "description": "Start of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set."
    },
    "last_n_observations": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations (max 100). Takes precedence over start_period/end_period. Default 10 if no range given."
    }
  },
  "additionalProperties": false
}

ecb-rates.macro.money_supply

Get the euro area M3 monetary aggregate — outstanding amount at end of period, working-day and seasonally adjusted, in EUR. M3 is the broad money supply measure the ECB monitors as a reference value for monetary policy. Monthly series. Filter by last_n_observations or start_period/end_period. Data: ECB Statistical Data Warehouse (data-api.ecb.europa.eu), no auth required.

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Argument	Type	Description
end_period	string	End of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set.
start_period	string	Start of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set.
last_n_observations	integer	Return only the most recent N observations (max 100). Takes precedence over start_period/end_period. Default 10 if no range given.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end_period": {
      "type": "string",
      "pattern": "^\\d{4}(-\\d{2}(-\\d{2})?)?$",
      "description": "End of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set."
    },
    "start_period": {
      "type": "string",
      "pattern": "^\\d{4}(-\\d{2}(-\\d{2})?)?$",
      "description": "Start of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set."
    },
    "last_n_observations": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations (max 100). Takes precedence over start_period/end_period. Default 10 if no range given."
    }
  },
  "additionalProperties": false
}

ecb-rates.macro.yield_curve

Get the euro area AAA-rated government bond spot yield curve rate for a given maturity (1, 5, 10, or 30 years). Business-day series used as a euro area risk-free benchmark. Filter by tenor_years, and either last_n_observations or start_period/end_period. Data: ECB Statistical Data Warehouse (data-api.ecb.europa.eu), no auth required.

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Argument	Type	Description
end_period	string	End of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set.
tenor_years	string	Bond maturity in years for the spot rate: "1", "5", "10", or "30". Default "10".
start_period	string	Start of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set.
last_n_observations	integer	Return only the most recent N observations (max 100). Takes precedence over start_period/end_period. Default 10 if no range given.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end_period": {
      "type": "string",
      "pattern": "^\\d{4}(-\\d{2}(-\\d{2})?)?$",
      "description": "End of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set."
    },
    "tenor_years": {
      "enum": [
        "1",
        "5",
        "10",
        "30"
      ],
      "type": "string",
      "description": "Bond maturity in years for the spot rate: \"1\", \"5\", \"10\", or \"30\". Default \"10\"."
    },
    "start_period": {
      "type": "string",
      "pattern": "^\\d{4}(-\\d{2}(-\\d{2})?)?$",
      "description": "Start of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set."
    },
    "last_n_observations": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations (max 100). Takes precedence over start_period/end_period. Default 10 if no range given."
    }
  },
  "additionalProperties": false
}

ecb-rates.policy.key_rates

Get official European Central Bank key interest rates: the deposit facility rate (rate banks earn on overnight deposits with the Eurosystem), main refinancing rate (MRO), or marginal lending facility rate (overnight borrowing rate). Daily series. Filter by rate_type, and either last_n_observations or start_period/end_period. Data: ECB Statistical Data Warehouse (data-api.ecb.europa.eu), no auth required.

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Argument	Type	Description
rate_type	string	Which ECB key interest rate to fetch: main_refinancing (MRO rate), deposit_facility (rate banks earn on overnight deposits), marginal_lending (overnight borrowing rate). Default deposit_facility.
end_period	string	End of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set.
start_period	string	Start of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set.
last_n_observations	integer	Return only the most recent N observations (max 100). Takes precedence over start_period/end_period. Default 10 if no range given.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "rate_type": {
      "enum": [
        "main_refinancing",
        "deposit_facility",
        "marginal_lending"
      ],
      "type": "string",
      "description": "Which ECB key interest rate to fetch: main_refinancing (MRO rate), deposit_facility (rate banks earn on overnight deposits), marginal_lending (overnight borrowing rate). Default deposit_facility."
    },
    "end_period": {
      "type": "string",
      "pattern": "^\\d{4}(-\\d{2}(-\\d{2})?)?$",
      "description": "End of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set."
    },
    "start_period": {
      "type": "string",
      "pattern": "^\\d{4}(-\\d{2}(-\\d{2})?)?$",
      "description": "Start of date range: YYYY, YYYY-MM, or YYYY-MM-DD depending on series frequency. Ignored if last_n_observations is set."
    },
    "last_n_observations": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations (max 100). Takes precedence over start_period/end_period. Default 10 if no range given."
    }
  },
  "additionalProperties": false
}

ecdc-surveillance.covid.cases_deaths

Get historical weekly COVID-19 case and death counts by country from ECDC (European Centre for Disease Prevention and Control) TESSy surveillance data. Filter by country name or ISO3 code, optionally by indicator (cases/deaths) and ISO week. Covers 2020-W01 through 2023-W47 only — ECDC discontinued routine COVID-19 reporting in December 2023, so this reflects the final frozen historical dataset, not live surveillance. Data: ECDC opendata, CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of records to return (default 100, max 500).
country*	string	Country name or ISO3 country code to filter by (e.g. "Austria" or "AUT"). Required — the upstream dataset has no server-side query, so this narrows the full historical dump.
indicator	string	Filter to only "cases" or only "deaths" rows. Omit to return both.
year_week	string	Filter to a single ISO week, format "YYYY-WW" (e.g. "2022-15"). Omit to return all weeks.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of records to return (default 100, max 500)."
    },
    "country": {
      "type": "string",
      "maxLength": 60,
      "minLength": 2,
      "description": "Country name or ISO3 country code to filter by (e.g. \"Austria\" or \"AUT\"). Required — the upstream dataset has no server-side query, so this narrows the full historical dump."
    },
    "indicator": {
      "enum": [
        "cases",
        "deaths"
      ],
      "type": "string",
      "description": "Filter to only \"cases\" or only \"deaths\" rows. Omit to return both."
    },
    "year_week": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}$",
      "description": "Filter to a single ISO week, format \"YYYY-WW\" (e.g. \"2022-15\"). Omit to return all weeks."
    }
  },
  "additionalProperties": false
}

ecdc-surveillance.covid.hospital_icu

Get historical daily hospital/ICU occupancy and weekly new admission rates per 100k for COVID-19 by country from ECDC surveillance data. Filter by country name, optionally by one of four indicators (daily hospital occupancy, daily ICU occupancy, weekly hospital admissions per 100k, weekly ICU admissions per 100k). Covers 2020-W01 through 2023-W47 only — ECDC discontinued routine COVID-19 reporting in December 2023, so this reflects the final frozen historical dataset, not live surveillance. Data: ECDC opendata, CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of records to return (default 100, max 500).
country*	string	Country name to filter by (e.g. "Germany"). Required — the upstream dataset has no server-side query, so this narrows the full historical dump.
indicator	string	Filter to a single indicator series. Omit to return all four indicators.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of records to return (default 100, max 500)."
    },
    "country": {
      "type": "string",
      "maxLength": 60,
      "minLength": 2,
      "description": "Country name to filter by (e.g. \"Germany\"). Required — the upstream dataset has no server-side query, so this narrows the full historical dump."
    },
    "indicator": {
      "enum": [
        "Daily hospital occupancy",
        "Daily ICU occupancy",
        "Weekly new hospital admissions per 100k",
        "Weekly new ICU admissions per 100k"
      ],
      "type": "string",
      "description": "Filter to a single indicator series. Omit to return all four indicators."
    }
  },
  "additionalProperties": false
}

ecdc-surveillance.covid.testing_rate

Get historical weekly COVID-19 testing volume and positivity rate by country from ECDC TESSy surveillance data. Filter by country name or ISO2 code, optionally by ISO week. Covers 2020-W01 through 2023-W47 only — ECDC discontinued routine COVID-19 reporting in December 2023, so this reflects the final frozen historical dataset, not live surveillance. Data: ECDC opendata, CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of records to return (default 100, max 500).
country*	string	Country name or ISO2 country code to filter by (e.g. "Austria" or "AT"). Required — the upstream dataset has no server-side query, so this narrows the full historical dump.
year_week	string	Filter to a single ISO week, format "YYYY-Www" (e.g. "2021-W48"). Omit to return all weeks.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of records to return (default 100, max 500)."
    },
    "country": {
      "type": "string",
      "maxLength": 60,
      "minLength": 2,
      "description": "Country name or ISO2 country code to filter by (e.g. \"Austria\" or \"AT\"). Required — the upstream dataset has no server-side query, so this narrows the full historical dump."
    },
    "year_week": {
      "type": "string",
      "pattern": "^\\d{4}-W\\d{2}$",
      "description": "Filter to a single ISO week, format \"YYYY-Www\" (e.g. \"2021-W48\"). Omit to return all weeks."
    }
  },
  "additionalProperties": false
}

echo.compliance.air_facilities

Search facilities regulated under the Clean Air Act (CAA) by ZIP code or facility name. Returns facility name, address, coordinates, CAA permit types and status, quarters of noncompliance, inspection count, and High Priority Violation (HPV) flag. Ideal for air quality compliance monitoring, permit research, and environmental due diligence. Use zip_code for location search or facility_name with state for targeted search. Source: EPA ECHO Air program data — US Gov public domain, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of facilities to return (1–50). Default 10.
state	string	Two-letter US state code to narrow results (e.g. "TX", "OH"). Required when using facility_name without zip_code.
zip_code	string	US ZIP code to search within (e.g. "77002"). Recommended for precise results. Provide either zip_code or facility_name.
facility_name	string	Partial or full facility name to search for (e.g. "Exxon"). Use with state for best results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of facilities to return (1–50). Default 10."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state code to narrow results (e.g. \"TX\", \"OH\"). Required when using facility_name without zip_code."
    },
    "zip_code": {
      "type": "string",
      "description": "US ZIP code to search within (e.g. \"77002\"). Recommended for precise results. Provide either zip_code or facility_name."
    },
    "facility_name": {
      "type": "string",
      "description": "Partial or full facility name to search for (e.g. \"Exxon\"). Use with state for best results."
    }
  },
  "additionalProperties": false
}

echo.compliance.facility_detail

Retrieve detailed compliance profile for a specific EPA-regulated facility by Registry ID. Returns full address with county, coordinates, SIC/NAICS codes, HUC watershed code, federal facility status, facility creation/termination dates, and a complete list of environmental program interests (e.g. "CAA Stationary Source", "NPDES Permit"). Registry IDs are obtained from echo.compliance.facility_search results. Essential for due diligence, ESG screening, and permit verification. Source: EPA ECHO — US Gov public domain, no auth required.

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Argument	Type	Description
registry_id*	string	EPA Facility Registry System (FRS) Registry ID for the facility (e.g. "110000350226"). Obtained from echo.facility_search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "registry_id"
  ],
  "properties": {
    "registry_id": {
      "type": "string",
      "description": "EPA Facility Registry System (FRS) Registry ID for the facility (e.g. \"110000350226\"). Obtained from echo.facility_search results."
    }
  },
  "additionalProperties": false
}

echo.compliance.facility_search

Search EPA-regulated facilities across all environmental programs by ZIP code or facility name. Returns facility name, address, coordinates, industry codes (SIC/NAICS), program flags (CAA, CWA, RCRA, SDWA, TRI, GHG), total penalties assessed, inspection count, and formal/informal action counts. Use zip_code for location-based discovery, or facility_name with state for targeted searches. Covers 1M+ regulated US facilities. Source: EPA ECHO (Enforcement and Compliance History Online) — US Gov public domain, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of facilities to return (1–50). Default 10.
state	string	Two-letter US state code to narrow results (e.g. "CA", "TX"). Required when using facility_name without zip_code.
zip_code	string	US ZIP code to search within (e.g. "94601"). Recommended for precise results. Provide either zip_code or facility_name.
active_only	boolean	Return only currently active regulated facilities. Default true.
facility_name	string	Partial or full facility name to search for (e.g. "Chevron"). Use with state for best results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of facilities to return (1–50). Default 10."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state code to narrow results (e.g. \"CA\", \"TX\"). Required when using facility_name without zip_code."
    },
    "zip_code": {
      "type": "string",
      "description": "US ZIP code to search within (e.g. \"94601\"). Recommended for precise results. Provide either zip_code or facility_name."
    },
    "active_only": {
      "type": "boolean",
      "default": true,
      "description": "Return only currently active regulated facilities. Default true."
    },
    "facility_name": {
      "type": "string",
      "description": "Partial or full facility name to search for (e.g. \"Chevron\"). Use with state for best results."
    }
  },
  "additionalProperties": false
}

echo.compliance.violations

Retrieve enforcement actions and violation history for a specific EPA-regulated facility. Returns enforcement activity type, action type, settlement date, federal and state penalties assessed, supplemental environmental project (SEP) amounts, and affected program codes (e.g. CAA, CWA, RCRA). Registry IDs are obtained from echo.compliance.facility_search results. Critical for environmental liability assessment, ESG due diligence, and compliance monitoring. Source: EPA ECHO — US Gov public domain, no auth required.

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Argument	Type	Description
registry_id*	string	EPA Facility Registry System (FRS) Registry ID to retrieve enforcement and violation history for (e.g. "110000350226"). Obtained from echo.facility_search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "registry_id"
  ],
  "properties": {
    "registry_id": {
      "type": "string",
      "description": "EPA Facility Registry System (FRS) Registry ID to retrieve enforcement and violation history for (e.g. \"110000350226\"). Obtained from echo.facility_search results."
    }
  },
  "additionalProperties": false
}

ecommerce.amazon.deals

Browse current Amazon deals — original price vs deal price, product title, ASIN, deal link. Paginated, 500+ active deals. 12 Amazon marketplaces (Canopy API)

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Argument	Type	Description
page	integer	Page number (default 1)
domain	string	Amazon marketplace: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (default US)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)"
    },
    "domain": {
      "type": "string",
      "default": "US",
      "description": "Amazon marketplace: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (default US)"
    }
  },
  "additionalProperties": false
}

ecommerce.amazon.offers

Get all third-party seller offers for an Amazon product — price, condition (new/used), seller name & rating, Buy Box winner flag, Fulfilled by Amazon, delivery estimate. Price comparison across sellers (Canopy API)

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Argument	Type	Description
asin*	string	Amazon ASIN product ID. Returns all third-party offers with Buy Box winner, seller ratings, delivery info
domain	string	Amazon marketplace: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (default US)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "asin"
  ],
  "properties": {
    "asin": {
      "type": "string",
      "description": "Amazon ASIN product ID. Returns all third-party offers with Buy Box winner, seller ratings, delivery info"
    },
    "domain": {
      "type": "string",
      "default": "US",
      "description": "Amazon marketplace: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (default US)"
    }
  },
  "additionalProperties": false
}

ecommerce.amazon.product

Get full Amazon product details by ASIN — title, brand, price, rating, stock status, feature bullets, categories, seller name. Use ASINs from canopy.search. 12 Amazon marketplaces supported (Canopy API)

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Argument	Type	Description
asin*	string	Amazon ASIN product ID (e.g. "B0CRSNCJ6Y"). Get ASINs from canopy.search
domain	string	Amazon marketplace: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (default US)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "asin"
  ],
  "properties": {
    "asin": {
      "type": "string",
      "description": "Amazon ASIN product ID (e.g. \"B0CRSNCJ6Y\"). Get ASINs from canopy.search"
    },
    "domain": {
      "type": "string",
      "default": "US",
      "description": "Amazon marketplace: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (default US)"
    }
  },
  "additionalProperties": false
}

ecommerce.amazon.search

Search Amazon products by keyword — filter by price range, sort by relevance/price/rating/reviews/newest. Returns title, ASIN, price, rating, Prime flag, image. 12 marketplaces: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (Canopy API)

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Argument	Type	Description
page	integer	Page number for pagination
sort	string	Sort order: relevance, price_asc, price_desc, rating, reviews, newest
query*	string	Search keywords (e.g. "wireless headphones", "raspberry pi 5")
domain	string	Amazon marketplace: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (default US)
price_max	number	Maximum price filter (in marketplace currency)
price_min	number	Minimum price filter (in marketplace currency)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination"
    },
    "sort": {
      "enum": [
        "relevance",
        "price_asc",
        "price_desc",
        "rating",
        "reviews",
        "newest"
      ],
      "type": "string",
      "description": "Sort order: relevance, price_asc, price_desc, rating, reviews, newest"
    },
    "query": {
      "type": "string",
      "description": "Search keywords (e.g. \"wireless headphones\", \"raspberry pi 5\")"
    },
    "domain": {
      "type": "string",
      "default": "US",
      "description": "Amazon marketplace: US, UK, CA, DE, FR, IT, ES, AU, IN, MX, BR, JP (default US)"
    },
    "price_max": {
      "type": "number",
      "description": "Maximum price filter (in marketplace currency)"
    },
    "price_min": {
      "type": "number",
      "description": "Minimum price filter (in marketplace currency)"
    }
  },
  "additionalProperties": false
}

education.arxiv.search

Search 2.4M+ preprints in physics, math, CS, biology, and more — full text, authors, categories, PDF links (arXiv)

read-only

Argument	Type	Description
sort	string	Sort order for results. Default: "relevance".
limit	integer	Number of results to return (1-50). Default: 10.
query*	string	Search text for preprints (e.g. "transformer architecture", "quantum computing").
author	string	Author name to filter by (e.g. "Vaswani", "Hinton").
category	string	arXiv category filter (e.g. "cs.AI", "math.CO", "physics.hep-th", "q-bio.GN").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "sort": {
      "enum": [
        "relevance",
        "lastUpdatedDate",
        "submittedDate"
      ],
      "type": "string",
      "description": "Sort order for results. Default: \"relevance\"."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (1-50). Default: 10."
    },
    "query": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "Search text for preprints (e.g. \"transformer architecture\", \"quantum computing\")."
    },
    "author": {
      "type": "string",
      "maxLength": 200,
      "description": "Author name to filter by (e.g. \"Vaswani\", \"Hinton\")."
    },
    "category": {
      "type": "string",
      "maxLength": 20,
      "description": "arXiv category filter (e.g. \"cs.AI\", \"math.CO\", \"physics.hep-th\", \"q-bio.GN\")."
    }
  },
  "additionalProperties": false
}

education.colleges.details

Get detailed data for a US college by UNITID — admissions rate, costs, student outcomes, earnings after graduation (College Scorecard)

read-only

Argument	Type	Description
school_id*	integer	College Scorecard UNITID (e.g. 166027 for MIT). Get IDs from college_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "school_id"
  ],
  "properties": {
    "school_id": {
      "type": "integer",
      "description": "College Scorecard UNITID (e.g. 166027 for MIT). Get IDs from college_search.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

education.colleges.search

Search US colleges and universities — admissions, tuition, enrollment, earnings, completion rates (College Scorecard)

read-only

Argument	Type	Description
name	string	School name to search for (e.g. "MIT", "Stanford", "Community College").
limit	integer	Number of results to return (1-50). Default: 10.
state	string	US state abbreviation (e.g. "CA", "NY", "TX").
program	string	Field of study filter (e.g. "Computer Science", "Nursing", "Business").
degree_type	string	Filter by predominant degree type awarded.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 200,
      "description": "School name to search for (e.g. \"MIT\", \"Stanford\", \"Community College\")."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (1-50). Default: 10."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state abbreviation (e.g. \"CA\", \"NY\", \"TX\")."
    },
    "program": {
      "type": "string",
      "maxLength": 200,
      "description": "Field of study filter (e.g. \"Computer Science\", \"Nursing\", \"Business\")."
    },
    "degree_type": {
      "enum": [
        "associate",
        "bachelor",
        "graduate"
      ],
      "type": "string",
      "description": "Filter by predominant degree type awarded."
    }
  },
  "additionalProperties": false
}

education.crossref.doi

Resolve a DOI to full publication metadata — title, authors, journal, citations, funding, license (CrossRef)

read-only

Argument	Type	Description
doi*	string	DOI to resolve (e.g. "10.1038/nature12373", "10.1145/3292500.3330648").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "doi"
  ],
  "properties": {
    "doi": {
      "type": "string",
      "maxLength": 200,
      "minLength": 3,
      "description": "DOI to resolve (e.g. \"10.1038/nature12373\", \"10.1145/3292500.3330648\")."
    }
  },
  "additionalProperties": false
}

education.papers.details

Get full details for an academic paper by OpenAlex ID or DOI — authors, citations, abstract, references, open access links (OpenAlex)

read-only

Argument	Type	Description
id*	string	OpenAlex work ID (e.g. "W2741809807") or DOI (e.g. "10.1038/nature12373"). Get IDs from paper_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "OpenAlex work ID (e.g. \"W2741809807\") or DOI (e.g. \"10.1038/nature12373\"). Get IDs from paper_search."
    }
  },
  "additionalProperties": false
}

education.papers.search

Search 250M+ academic papers across all disciplines — citations, authors, institutions, open access status (OpenAlex)

read-only

Argument	Type	Description
sort	string	Sort order for results. Default: "relevance".
limit	integer	Number of results to return (1-50). Default: 10.
query*	string	Search text for academic papers (e.g. "machine learning", "CRISPR gene editing").
author	string	Author name or ORCID to filter by (e.g. "Yoshua Bengio", "0000-0001-2345-6789").
concept	string	OpenAlex concept ID filter (e.g. "C41008148" for Computer Science). Get IDs from OpenAlex concepts API.
year_to	integer	Filter papers published up to this year (inclusive).
year_from	integer	Filter papers published from this year (inclusive).
institution	string	Institution name or ROR ID to filter by (e.g. "MIT", "Stanford University").
open_access_only	boolean	If true, only return open access papers.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "sort": {
      "enum": [
        "relevance",
        "cited_by_count",
        "publication_date"
      ],
      "type": "string",
      "description": "Sort order for results. Default: \"relevance\"."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (1-50). Default: 10."
    },
    "query": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "Search text for academic papers (e.g. \"machine learning\", \"CRISPR gene editing\")."
    },
    "author": {
      "type": "string",
      "maxLength": 200,
      "description": "Author name or ORCID to filter by (e.g. \"Yoshua Bengio\", \"0000-0001-2345-6789\")."
    },
    "concept": {
      "type": "string",
      "maxLength": 200,
      "description": "OpenAlex concept ID filter (e.g. \"C41008148\" for Computer Science). Get IDs from OpenAlex concepts API."
    },
    "year_to": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1800,
      "description": "Filter papers published up to this year (inclusive)."
    },
    "year_from": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1800,
      "description": "Filter papers published from this year (inclusive)."
    },
    "institution": {
      "type": "string",
      "maxLength": 200,
      "description": "Institution name or ROR ID to filter by (e.g. \"MIT\", \"Stanford University\")."
    },
    "open_access_only": {
      "type": "boolean",
      "description": "If true, only return open access papers."
    }
  },
  "additionalProperties": false
}

education.pubmed.search

Search 36M+ biomedical and life science articles — clinical trials, reviews, meta-analyses with date and type filters (PubMed/NCBI)

read-only

Argument	Type	Description
limit	integer	Number of results to return (1-50). Default: 10.
query*	string	Search text for biomedical literature (e.g. "COVID-19 vaccine efficacy", "BRCA1 breast cancer").
date_to	string	End date filter in YYYY/MM/DD format (e.g. "2024/12/31").
date_from	string	Start date filter in YYYY/MM/DD format (e.g. "2023/01/01").
publication_type	string	Filter by publication type. Default: "any".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (1-50). Default: 10."
    },
    "query": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "Search text for biomedical literature (e.g. \"COVID-19 vaccine efficacy\", \"BRCA1 breast cancer\")."
    },
    "date_to": {
      "type": "string",
      "pattern": "^\\d{4}\\/\\d{2}\\/\\d{2}$",
      "description": "End date filter in YYYY/MM/DD format (e.g. \"2024/12/31\")."
    },
    "date_from": {
      "type": "string",
      "pattern": "^\\d{4}\\/\\d{2}\\/\\d{2}$",
      "description": "Start date filter in YYYY/MM/DD format (e.g. \"2023/01/01\")."
    },
    "publication_type": {
      "enum": [
        "review",
        "clinical-trial",
        "meta-analysis",
        "any"
      ],
      "type": "string",
      "description": "Filter by publication type. Default: \"any\"."
    }
  },
  "additionalProperties": false
}

email.transactional.send

⚡ ACTION: Send transactional email — plain text or HTML body, multiple recipients, reply-to. Requires verified sender domain. 3,000 free emails/month (Resend)

Argument	Type	Description
to*	any	Recipient email address(es) — single email or array of emails
from	string	Sender email (default: [email protected]). Must be a verified domain.
html	string	HTML email body (alternative to text)
text	string	Plain text email body
subject*	string	Email subject line
reply_to	string	Reply-to email address

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "to",
    "subject"
  ],
  "properties": {
    "to": {
      "anyOf": [
        {
          "type": "string",
          "format": "email"
        },
        {
          "type": "array",
          "items": {
            "type": "string",
            "format": "email"
          }
        }
      ],
      "description": "Recipient email address(es) — single email or array of emails"
    },
    "from": {
      "type": "string",
      "description": "Sender email (default: [email protected]). Must be a verified domain."
    },
    "html": {
      "type": "string",
      "description": "HTML email body (alternative to text)"
    },
    "text": {
      "type": "string",
      "description": "Plain text email body"
    },
    "subject": {
      "type": "string",
      "minLength": 1,
      "description": "Email subject line"
    },
    "reply_to": {
      "type": "string",
      "format": "email",
      "description": "Reply-to email address"
    }
  },
  "additionalProperties": false
}

email.transactional.status

Check delivery status of a sent email by ID — last event, timestamps (Resend)

read-only

Argument	Type	Description
email_id*	string	Email ID returned from send_email (e.g. "d1c6e0a8-...")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "email_id"
  ],
  "properties": {
    "email_id": {
      "type": "string",
      "description": "Email ID returned from send_email (e.g. \"d1c6e0a8-...\")"
    }
  },
  "additionalProperties": false
}

email.validation.check

Validate an email address — checks deliverability, detects disposable/spam trap/abuse/catch-all addresses, MX records, SMTP provider, domain age. 99.6% accuracy (ZeroBounce)

read-only

Argument	Type	Description
email*	string	Email address to validate (e.g. "[email protected]")
ip_address	string	IP address of the email owner for additional geo/fraud scoring (optional)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "email"
  ],
  "properties": {
    "email": {
      "type": "string",
      "format": "email",
      "description": "Email address to validate (e.g. \"[email protected]\")"
    },
    "ip_address": {
      "type": "string",
      "description": "IP address of the email owner for additional geo/fraud scoring (optional)"
    }
  },
  "additionalProperties": false
}

email.verification.check

Verify an email address — SMTP deliverability check, DNS/MX validation, disposable email detection, catch-all server detection, free provider flag, role account flag (info@, admin@). Returns comprehensive verification result. Powered by WhoisXML API.

read-only

Argument	Type	Description
email*	string	Email address to verify (e.g. [email protected], [email protected])

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "email"
  ],
  "properties": {
    "email": {
      "type": "string",
      "minLength": 3,
      "description": "Email address to verify (e.g. [email protected], [email protected])"
    }
  },
  "additionalProperties": false
}

emsc.seismic.event_detail

Get full detail for a single earthquake event from the EMSC real-time seismicity catalog by its event ID (unid), as returned by emsc.search_earthquakes. Optionally include all reported magnitude estimates and origin solutions, not just the preferred ones. Data: seismicportal.eu (EMSC), no auth required.

read-only

Argument	Type	Description
eventid*	string	EMSC event unique ID / unid (e.g. 20260827_0000123), as returned by emsc.search_earthquakes.
includeallorigins	boolean	Include all reported origin solutions for the event, not just the preferred one (default false).
includeallmagnitudes	boolean	Include all reported magnitude estimates for the event, not just the preferred one (default false).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "eventid"
  ],
  "properties": {
    "eventid": {
      "type": "string",
      "minLength": 1,
      "description": "EMSC event unique ID / unid (e.g. 20260827_0000123), as returned by emsc.search_earthquakes."
    },
    "includeallorigins": {
      "type": "boolean",
      "description": "Include all reported origin solutions for the event, not just the preferred one (default false)."
    },
    "includeallmagnitudes": {
      "type": "boolean",
      "description": "Include all reported magnitude estimates for the event, not just the preferred one (default false)."
    }
  },
  "additionalProperties": false
}

emsc.seismic.search

Search the European-Mediterranean Seismological Centre (EMSC) real-time seismicity catalog (EMSC-RTS) by time range, bounding box or point+radius, magnitude range, and depth range. A distinct regional network from USGS, often lower-latency for Euro-Mediterranean events, with per-event reporting-agency attribution. Returns event ID, time, magnitude, location, depth, region name, and reporting agency for each match. Data: seismicportal.eu (EMSC), no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of events to return, 1-200 (default 50).
endtime	string	End of the time window, ISO 8601 date or datetime (e.g. 2026-08-27T23:59:59). Omit for no upper bound.
latitude	number	Center latitude in decimal degrees for a point+radius search (use with longitude and maxradius).
maxdepth	number	Maximum hypocenter depth in kilometers.
mindepth	number	Minimum hypocenter depth in kilometers.
longitude	number	Center longitude in decimal degrees for a point+radius search (use with latitude and maxradius).
maxradius	number	Search radius in degrees around the latitude/longitude point (e.g. 5 for ~550km at the equator).
starttime	string	Start of the time window, ISO 8601 date or datetime (e.g. 2026-08-01 or 2026-08-01T00:00:00). Omit for no lower bound.
maxlatitude	number	Maximum latitude in decimal degrees for a bounding-box search (e.g. 45.0).
minlatitude	number	Minimum latitude in decimal degrees for a bounding-box search (e.g. 34.0).
maxlongitude	number	Maximum longitude in decimal degrees for a bounding-box search (e.g. 25.0).
maxmagnitude	number	Maximum earthquake magnitude to include (e.g. 7.0).
minlongitude	number	Minimum longitude in decimal degrees for a bounding-box search (e.g. 5.0).
minmagnitude	number	Minimum earthquake magnitude to include (e.g. 3.0).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of events to return, 1-200 (default 50)."
    },
    "endtime": {
      "type": "string",
      "description": "End of the time window, ISO 8601 date or datetime (e.g. 2026-08-27T23:59:59). Omit for no upper bound."
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Center latitude in decimal degrees for a point+radius search (use with longitude and maxradius)."
    },
    "maxdepth": {
      "type": "number",
      "description": "Maximum hypocenter depth in kilometers."
    },
    "mindepth": {
      "type": "number",
      "description": "Minimum hypocenter depth in kilometers."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Center longitude in decimal degrees for a point+radius search (use with latitude and maxradius)."
    },
    "maxradius": {
      "type": "number",
      "description": "Search radius in degrees around the latitude/longitude point (e.g. 5 for ~550km at the equator).",
      "exclusiveMinimum": 0
    },
    "starttime": {
      "type": "string",
      "description": "Start of the time window, ISO 8601 date or datetime (e.g. 2026-08-01 or 2026-08-01T00:00:00). Omit for no lower bound."
    },
    "maxlatitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Maximum latitude in decimal degrees for a bounding-box search (e.g. 45.0)."
    },
    "minlatitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Minimum latitude in decimal degrees for a bounding-box search (e.g. 34.0)."
    },
    "maxlongitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Maximum longitude in decimal degrees for a bounding-box search (e.g. 25.0)."
    },
    "maxmagnitude": {
      "type": "number",
      "description": "Maximum earthquake magnitude to include (e.g. 7.0)."
    },
    "minlongitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Minimum longitude in decimal degrees for a bounding-box search (e.g. 5.0)."
    },
    "minmagnitude": {
      "type": "number",
      "description": "Minimum earthquake magnitude to include (e.g. 3.0)."
    }
  },
  "additionalProperties": false
}

enviroatlas.communities.list

List or search the 32 US communities covered by EPA EnviroAtlas block-group ecosystem-service data (e.g. "Des Moines, IA", "Chicago, IL"). Returns community code, name, and census block group count for each. Call this first to find valid community codes/names for the other EnviroAtlas tools. Data: enviroatlas.epa.gov (US EPA), no auth required.

read-only

Argument	Type	Description
query	string	Filter the 32 EnviroAtlas pilot communities by name or state substring, case-insensitive (e.g. "TX" or "Portland"). Omit to list all of them.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Filter the 32 EnviroAtlas pilot communities by name or state substring, case-insensitive (e.g. \"TX\" or \"Portland\"). Omit to list all of them."
    }
  },
  "additionalProperties": false
}

enviroatlas.metrics.block_group

Get EPA EnviroAtlas ecosystem-service and environmental-health metrics for the census block group containing a lat/lon point — tree cover, green space, impervious area, air pollutant removal, carbon storage/sequestration, flood risk, heat reduction, and park/water-view access. Only covers the 32 EPA pilot communities (see enviroatlas.communities); returns covered=false outside them. Data: enviroatlas.epa.gov (US EPA), no auth required.

read-only

Argument	Type	Description
lat*	number	Latitude in decimal degrees (e.g. 41.5868 for Des Moines, IA).
lon*	number	Longitude in decimal degrees (e.g. -93.6091 for Des Moines, IA).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude in decimal degrees (e.g. 41.5868 for Des Moines, IA)."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude in decimal degrees (e.g. -93.6091 for Des Moines, IA)."
    }
  },
  "additionalProperties": false
}

enviroatlas.metrics.community_summary

Get aggregate EPA EnviroAtlas ecosystem-service statistics across all census block groups in an EnviroAtlas pilot community — average tree cover/impervious/green space percent, total population, total carbon stored and sequestration value, and average flood-risk population percent. Data: enviroatlas.epa.gov (US EPA), no auth required.

read-only

Argument	Type	Description
community*	string	EnviroAtlas pilot community code (e.g. "DMIA") or name (e.g. "Des Moines, IA"). Call enviroatlas.communities first to see all 32 covered communities.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "community"
  ],
  "properties": {
    "community": {
      "type": "string",
      "minLength": 1,
      "description": "EnviroAtlas pilot community code (e.g. \"DMIA\") or name (e.g. \"Des Moines, IA\"). Call enviroatlas.communities first to see all 32 covered communities."
    }
  },
  "additionalProperties": false
}

environment.airquality.city

Real-time air quality index (AQI US + CN), pollutant concentrations (PM2.5, PM10, O3, NO2, SO2, CO), dominant pollutant, temperature, humidity, wind speed for any city worldwide. 30,000+ monitoring stations across 10,000+ cities (IQAir AirVisual)

read-only

Argument	Type	Description
city*	string	City name (e.g. "Los Angeles", "London", "Tokyo")
state*	string	State or province (e.g. "California", "England", "Tokyo")
country*	string	Country name (e.g. "USA", "UK", "Japan")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "city",
    "state",
    "country"
  ],
  "properties": {
    "city": {
      "type": "string",
      "minLength": 1,
      "description": "City name (e.g. \"Los Angeles\", \"London\", \"Tokyo\")"
    },
    "state": {
      "type": "string",
      "minLength": 1,
      "description": "State or province (e.g. \"California\", \"England\", \"Tokyo\")"
    },
    "country": {
      "type": "string",
      "minLength": 1,
      "description": "Country name (e.g. \"USA\", \"UK\", \"Japan\")"
    }
  },
  "additionalProperties": false
}

environment.airquality.nearest

Real-time air quality index (AQI) and weather data for the nearest monitoring station to given GPS coordinates. Returns nearest city, AQI (US + CN), dominant pollutant, PM2.5/PM10/O3 concentrations, temperature, humidity (IQAir AirVisual)

read-only

Argument	Type	Description
lat*	number	Latitude (-90 to 90, e.g. 34.0522)
lon*	number	Longitude (-180 to 180, e.g. -118.2437)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude (-90 to 90, e.g. 34.0522)"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude (-180 to 180, e.g. -118.2437)"
    }
  },
  "additionalProperties": false
}

eonet.events.categories

List all available natural event categories in the NASA EONET system with their IDs, titles, and descriptions. Returns all 13 categories: drought, dustHaze, earthquakes, floods, landslides, manmade, seaLakeIce, severeStorms, snow, tempExtremes, volcanoes, waterColor, wildfires. Use category IDs as the "category" filter in eonet.events.list and as the "category_id" parameter in eonet.events.layers. No auth required.

read-only

Argument	Type	Description
locale	string	Reserved for future use. Currently EONET returns English-only category names and descriptions.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Reserved for future use. Currently EONET returns English-only category names and descriptions."
    }
  },
  "additionalProperties": false
}

eonet.events.detail

Retrieve the full detail record for a specific NASA EONET natural disaster event by its EONET event ID (e.g. "EONET_20606"). Returns all geometry points (coordinates, magnitude, timestamps) for the entire event lifecycle, associated categories, and primary data source URLs. Useful for tracking the full track of a hurricane, the spread of a wildfire, or the progression of a flood. Obtain EONET IDs from the eonet.events.list tool.

read-only

Argument	Type	Description
id*	string	EONET event ID (e.g. "EONET_20606"). Obtain from the eonet.events.list tool.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "EONET event ID (e.g. \"EONET_20606\"). Obtain from the eonet.events.list tool."
    }
  },
  "additionalProperties": false
}

eonet.events.layers

Retrieve GIS web service layers available for a specific EONET event category. Returns WMTS/WMS layer configurations from NASA GIBS (Global Imagery Browse Services) that can be used to visualize satellite imagery relevant to the event type (e.g. fire radiative power for wildfires, aerosol optical depth for dust/haze, sea surface temperature for storms). Each layer includes service URL, tile matrix set, and image format for integration with mapping tools like Leaflet, OpenLayers, or QGIS. Pass a category ID from eonet.events.categories.

read-only

Argument	Type	Description
category_id*	string	Category ID to retrieve GIS web service layers for. Available IDs: drought, dustHaze, earthquakes, floods, landslides, manmade, seaLakeIce, severeStorms, snow, tempExtremes, volcanoes, waterColor, wildfires.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "category_id"
  ],
  "properties": {
    "category_id": {
      "type": "string",
      "description": "Category ID to retrieve GIS web service layers for. Available IDs: drought, dustHaze, earthquakes, floods, landslides, manmade, seaLakeIce, severeStorms, snow, tempExtremes, volcanoes, waterColor, wildfires."
    }
  },
  "additionalProperties": false
}

eonet.events.list

Retrieve natural disaster and extreme weather events tracked by NASA Earth Observatory Natural Event Tracker (EONET). Returns events with geolocation, magnitude, data sources, and category. Supports filtering by status (open=ongoing, closed=resolved), event category (wildfires, severeStorms, volcanoes, earthquakes, floods, etc.), date range, data source, bounding box, and result count. Each event includes one or more geometry points with coordinates and timestamps. Ideal for real-time situational awareness, disaster monitoring, and geospatial analysis. Data sourced from GDACS, JTWC, USGS, IRWIN, FIRMS and 10+ other agencies. No auth required.

read-only

Argument	Type	Description
end	string	End date for event filter in ISO 8601 format (YYYY-MM-DD).
bbox	string	Bounding box filter as comma-separated decimal degrees: "minLon,minLat,maxLon,maxLat" (e.g. "-180,-90,180,90" for global). Event must have at least one geometry point within the box.
days	integer	Return events from the last N days (1–9999). Overrides start/end when provided.
limit	integer	Maximum number of events to return (1–1000). Defaults to 10.
start	string	Start date for event filter in ISO 8601 format (YYYY-MM-DD).
source	string	Filter events by data source ID (e.g. "GDACS", "IRWIN", "JTWC", "PDC"). Multiple sources separated by commas.
status	string	Event status filter: "open" for ongoing events, "closed" for resolved events, "all" for both. Defaults to "open".
category	string	Filter by event category ID. Available categories: drought, dustHaze, earthquakes, floods, landslides, manmade, seaLakeIce, severeStorms, snow, tempExtremes, volcanoes, waterColor, wildfires.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end": {
      "type": "string",
      "description": "End date for event filter in ISO 8601 format (YYYY-MM-DD)."
    },
    "bbox": {
      "type": "string",
      "description": "Bounding box filter as comma-separated decimal degrees: \"minLon,minLat,maxLon,maxLat\" (e.g. \"-180,-90,180,90\" for global). Event must have at least one geometry point within the box."
    },
    "days": {
      "type": "integer",
      "maximum": 9999,
      "minimum": 1,
      "description": "Return events from the last N days (1–9999). Overrides start/end when provided."
    },
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of events to return (1–1000). Defaults to 10."
    },
    "start": {
      "type": "string",
      "description": "Start date for event filter in ISO 8601 format (YYYY-MM-DD)."
    },
    "source": {
      "type": "string",
      "description": "Filter events by data source ID (e.g. \"GDACS\", \"IRWIN\", \"JTWC\", \"PDC\"). Multiple sources separated by commas."
    },
    "status": {
      "enum": [
        "open",
        "closed",
        "all"
      ],
      "type": "string",
      "description": "Event status filter: \"open\" for ongoing events, \"closed\" for resolved events, \"all\" for both. Defaults to \"open\"."
    },
    "category": {
      "type": "string",
      "description": "Filter by event category ID. Available categories: drought, dustHaze, earthquakes, floods, landslides, manmade, seaLakeIce, severeStorms, snow, tempExtremes, volcanoes, waterColor, wildfires."
    }
  },
  "additionalProperties": false
}

epa.environment.toxic_releases

Search EPA Toxic Release Inventory (TRI) facilities by US state or ZIP code. Returns facility name, address, county, industry sector, and closed status. 600K+ regulated facilities. Source: EPA Envirofacts (US Gov open data).

read-only

Argument	Type	Description
limit	integer	Number of results (1-50, default 10)
state*	string	US state code (e.g. CA, TX, NY, FL)
zip_code	string	ZIP code to filter (e.g. 90001). Overrides state filter if provided.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results (1-50, default 10)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state code (e.g. CA, TX, NY, FL)"
    },
    "zip_code": {
      "type": "string",
      "description": "ZIP code to filter (e.g. 90001). Overrides state filter if provided."
    }
  },
  "additionalProperties": false
}

epa.environment.water_systems

Search public water systems by US state. Returns system name, PWSID, activity status, primacy agency, EPA region, population served, and service connections. Source: EPA Safe Drinking Water Act data.

read-only

Argument	Type	Description
limit	integer	Number of results (1-50, default 10)
state*	string	US state code (e.g. FL, CA, TX)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results (1-50, default 10)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state code (e.g. FL, CA, TX)"
    }
  },
  "additionalProperties": false
}

epa_aqs.air_quality.get_annual_data

Annual summary air quality statistics (mean, percentiles, exceedances, completeness) per EPA monitor in a US county for a calendar year and pollutant(s). Source: US EPA AQS.

read-only

Argument	Type	Description
state*	string	2-digit state FIPS code (e.g. "06" California, "36" New York)
county*	string	3-digit county FIPS code (e.g. "037" Los Angeles County; see epa-aqs.list_counties)
end_date*	string	End date (must be in the same calendar year as begin_date) as YYYYMMDD (e.g. "20240101")
max_rows	integer	Maximum number of rows to return (1-1000, default 200)
begin_date*	string	Begin date as YYYYMMDD (e.g. "20240101")
parameter_codes*	string	AQS parameter code(s), comma-separated, max 5 (e.g. "88101" PM2.5, "44201" ozone, "42101" CO; see epa-aqs.list_parameters)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "parameter_codes",
    "begin_date",
    "end_date",
    "state",
    "county"
  ],
  "properties": {
    "state": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "description": "2-digit state FIPS code (e.g. \"06\" California, \"36\" New York)"
    },
    "county": {
      "type": "string",
      "pattern": "^\\d{3}$",
      "description": "3-digit county FIPS code (e.g. \"037\" Los Angeles County; see epa-aqs.list_counties)"
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "End date (must be in the same calendar year as begin_date) as YYYYMMDD (e.g. \"20240101\")"
    },
    "max_rows": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of rows to return (1-1000, default 200)"
    },
    "begin_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "Begin date as YYYYMMDD (e.g. \"20240101\")"
    },
    "parameter_codes": {
      "type": "string",
      "pattern": "^\\d{5}(,\\d{5}){0,4}$",
      "description": "AQS parameter code(s), comma-separated, max 5 (e.g. \"88101\" PM2.5, \"44201\" ozone, \"42101\" CO; see epa-aqs.list_parameters)"
    }
  },
  "additionalProperties": false
}

epa_aqs.air_quality.get_daily_data

Daily summary air quality measurements (e.g. PM2.5, ozone) from EPA monitors in a US county for a date range within one calendar year: arithmetic mean, max value, AQI, site. Source: US EPA AQS.

read-only

Argument	Type	Description
state*	string	2-digit state FIPS code (e.g. "06" California, "36" New York)
county*	string	3-digit county FIPS code (e.g. "037" Los Angeles County; see epa-aqs.list_counties)
end_date*	string	End date (must be in the same calendar year as begin_date) as YYYYMMDD (e.g. "20240101")
max_rows	integer	Maximum number of rows to return (1-1000, default 200)
begin_date*	string	Begin date as YYYYMMDD (e.g. "20240101")
parameter_codes*	string	AQS parameter code(s), comma-separated, max 5 (e.g. "88101" PM2.5, "44201" ozone, "42101" CO; see epa-aqs.list_parameters)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "parameter_codes",
    "begin_date",
    "end_date",
    "state",
    "county"
  ],
  "properties": {
    "state": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "description": "2-digit state FIPS code (e.g. \"06\" California, \"36\" New York)"
    },
    "county": {
      "type": "string",
      "pattern": "^\\d{3}$",
      "description": "3-digit county FIPS code (e.g. \"037\" Los Angeles County; see epa-aqs.list_counties)"
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "End date (must be in the same calendar year as begin_date) as YYYYMMDD (e.g. \"20240101\")"
    },
    "max_rows": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of rows to return (1-1000, default 200)"
    },
    "begin_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "Begin date as YYYYMMDD (e.g. \"20240101\")"
    },
    "parameter_codes": {
      "type": "string",
      "pattern": "^\\d{5}(,\\d{5}){0,4}$",
      "description": "AQS parameter code(s), comma-separated, max 5 (e.g. \"88101\" PM2.5, \"44201\" ozone, \"42101\" CO; see epa-aqs.list_parameters)"
    }
  },
  "additionalProperties": false
}

epa_aqs.air_quality.get_monitors

List EPA air quality monitoring sites in a US county that measured given pollutant(s) in a date window: site number, location, coordinates, agency, monitoring objective. Source: US EPA AQS.

read-only

Argument	Type	Description
state*	string	2-digit state FIPS code (e.g. "06" California, "36" New York)
county*	string	3-digit county FIPS code (e.g. "037" Los Angeles County; see epa-aqs.list_counties)
end_date*	string	End date (must be in the same calendar year as begin_date) as YYYYMMDD (e.g. "20240101")
max_rows	integer	Maximum number of rows to return (1-1000, default 200)
begin_date*	string	Begin date as YYYYMMDD (e.g. "20240101")
parameter_codes*	string	AQS parameter code(s), comma-separated, max 5 (e.g. "88101" PM2.5, "44201" ozone, "42101" CO; see epa-aqs.list_parameters)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "parameter_codes",
    "begin_date",
    "end_date",
    "state",
    "county"
  ],
  "properties": {
    "state": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "description": "2-digit state FIPS code (e.g. \"06\" California, \"36\" New York)"
    },
    "county": {
      "type": "string",
      "pattern": "^\\d{3}$",
      "description": "3-digit county FIPS code (e.g. \"037\" Los Angeles County; see epa-aqs.list_counties)"
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "End date (must be in the same calendar year as begin_date) as YYYYMMDD (e.g. \"20240101\")"
    },
    "max_rows": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of rows to return (1-1000, default 200)"
    },
    "begin_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "Begin date as YYYYMMDD (e.g. \"20240101\")"
    },
    "parameter_codes": {
      "type": "string",
      "pattern": "^\\d{5}(,\\d{5}){0,4}$",
      "description": "AQS parameter code(s), comma-separated, max 5 (e.g. \"88101\" PM2.5, \"44201\" ozone, \"42101\" CO; see epa-aqs.list_parameters)"
    }
  },
  "additionalProperties": false
}

epa_aqs.air_quality.list_counties

List the counties of a US state with their FIPS codes as used by the EPA Air Quality System. Source: US EPA AQS.

read-only

Argument	Type	Description
state*	string	2-digit state FIPS code (e.g. "06" California, "36" New York)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state"
  ],
  "properties": {
    "state": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "description": "2-digit state FIPS code (e.g. \"06\" California, \"36\" New York)"
    }
  },
  "additionalProperties": false
}

epa_aqs.air_quality.list_parameters

List EPA Air Quality System parameter codes (pollutants and measurements such as PM2.5 88101, ozone 44201) for a parameter class. Use the codes with the other epa-aqs tools. Source: US EPA AQS.

read-only

Argument	Type	Description
parameter_class	string	Parameter class to list (default CRITERIA)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "parameter_class": {
      "enum": [
        "ALL",
        "AQI POLLUTANTS",
        "CRITERIA",
        "FORECAST",
        "HAPS",
        "MET",
        "NATTS",
        "PAMS",
        "SPECIATION"
      ],
      "type": "string",
      "description": "Parameter class to list (default CRITERIA)"
    }
  },
  "additionalProperties": false
}

estat-japan-dashboard.reference.indicator_info

Get metadata for one e-Stat Statistics Dashboard indicator code — name, unit, source survey, valid date range, and the cycle/regional-rank combinations it publishes (e.g. Month vs Calendar Year, Japan vs Prefecture). Call this BEFORE estat-japan-dashboard.get_data to confirm units and available cycles for the indicator. Data: dashboard.e-stat.go.jp (Japan Ministry of Internal Affairs and Communications), no auth required.

read-only

Argument	Type	Description
lang	string	Response language: 'EN' (English, default) or 'JP' (Japanese).
indicator_code*	string	20-digit e-Stat Dashboard indicator code to look up, e.g. '0201010000000010000' (total population). Returns the indicator name, unit, source survey, valid date range, and cycle codes per regional level — call this BEFORE estat-japan-dashboard.get_data to confirm units and available cycles.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "indicator_code"
  ],
  "properties": {
    "lang": {
      "enum": [
        "JP",
        "EN"
      ],
      "type": "string",
      "default": "EN",
      "description": "Response language: 'EN' (English, default) or 'JP' (Japanese)."
    },
    "indicator_code": {
      "type": "string",
      "description": "20-digit e-Stat Dashboard indicator code to look up, e.g. '0201010000000010000' (total population). Returns the indicator name, unit, source survey, valid date range, and cycle codes per regional level — call this BEFORE estat-japan-dashboard.get_data to confirm units and available cycles."
    }
  },
  "additionalProperties": false
}

estat-japan-dashboard.reference.region_info

Get metadata for one e-Stat Statistics Dashboard region code (name, level, valid date range), or omit region_code to fetch the full region catalog — Japan, its 47 prefectures and municipalities, plus world countries used for international-comparison indicators. Use this to discover region codes for estat-japan-dashboard.get_data. Data: dashboard.e-stat.go.jp, no auth required.

read-only

Argument	Type	Description
lang	string	Response language: 'EN' (English, default) or 'JP' (Japanese).
region_code	string	Region code to look up, e.g. '13000' (Tokyo) or '00000' (Japan). Omit to fetch the full region catalog (Japan + prefectures + municipalities + world countries) so you can discover valid codes for estat-japan-dashboard.get_data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lang": {
      "enum": [
        "JP",
        "EN"
      ],
      "type": "string",
      "default": "EN",
      "description": "Response language: 'EN' (English, default) or 'JP' (Japanese)."
    },
    "region_code": {
      "type": "string",
      "description": "Region code to look up, e.g. '13000' (Tokyo) or '00000' (Japan). Omit to fetch the full region catalog (Japan + prefectures + municipalities + world countries) so you can discover valid codes for estat-japan-dashboard.get_data."
    }
  },
  "additionalProperties": false
}

estat-japan-dashboard.series.get_data

Fetch time-series values for one or more e-Stat Statistics Dashboard indicator codes, optionally filtered by region and time range — population, labour, economy, trade, and other official Japanese government statistics (and comparable world figures for some indicators). Call estat-japan-dashboard.indicator_info first to confirm units and valid cycle for the indicator, and estat-japan-dashboard.region_info to confirm region codes. Example: total population (indicator_code='0201010000000010000'), Japan (region_code='00000'), 2020-2022 (time_from='2020CY00', time_to='2022CY00'). Data: dashboard.e-stat.go.jp, no auth required, Public Data License v1.0 (attribution required, commercial reuse permitted).

read-only

Argument	Type	Description
lang	string	Response language: 'EN' (English, default) or 'JP' (Japanese).
cycle	string	Filter to one reporting cycle when an indicator publishes more than one, e.g. '1' (Month) or '3' (Calendar Year). See the cycle codes returned by estat-japan-dashboard.indicator_info for this indicator.
time_to	string	End of the time range, same notation as time_from, e.g. '2022CY00'.
time_from	string	Start of the time range, in the indicator's own cycle notation, e.g. '2020CY00' (calendar year 2020) or '202101' + '00' -> '20210100' (January 2021 for monthly indicators). Check the valid range and cycle in estat-japan-dashboard.indicator_info.
region_code	string	Region code to filter by. '00000' = Japan (national total, default upstream behaviour if omitted returns all regions the indicator has data for). 5-digit codes '01000'-'47000' are Japanese prefectures (JIS X 0401, e.g. '13000' = Tokyo). 3-digit codes (e.g. '840') are ISO 3166-1 numeric country codes for international comparison indicators. Discover codes via estat-japan-dashboard.region_info.
indicator_code*	string	20-digit e-Stat Dashboard indicator code, e.g. '0201010000000010000' (total population). Comma-separate multiple codes to fetch several series in one call. Discover codes via estat-japan-dashboard.indicator_info or the public catalog at https://dashboard.e-stat.go.jp/.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "indicator_code"
  ],
  "properties": {
    "lang": {
      "enum": [
        "JP",
        "EN"
      ],
      "type": "string",
      "default": "EN",
      "description": "Response language: 'EN' (English, default) or 'JP' (Japanese)."
    },
    "cycle": {
      "type": "string",
      "description": "Filter to one reporting cycle when an indicator publishes more than one, e.g. '1' (Month) or '3' (Calendar Year). See the cycle codes returned by estat-japan-dashboard.indicator_info for this indicator."
    },
    "time_to": {
      "type": "string",
      "description": "End of the time range, same notation as time_from, e.g. '2022CY00'."
    },
    "time_from": {
      "type": "string",
      "description": "Start of the time range, in the indicator's own cycle notation, e.g. '2020CY00' (calendar year 2020) or '202101' + '00' -> '20210100' (January 2021 for monthly indicators). Check the valid range and cycle in estat-japan-dashboard.indicator_info."
    },
    "region_code": {
      "type": "string",
      "description": "Region code to filter by. '00000' = Japan (national total, default upstream behaviour if omitted returns all regions the indicator has data for). 5-digit codes '01000'-'47000' are Japanese prefectures (JIS X 0401, e.g. '13000' = Tokyo). 3-digit codes (e.g. '840') are ISO 3166-1 numeric country codes for international comparison indicators. Discover codes via estat-japan-dashboard.region_info."
    },
    "indicator_code": {
      "type": "string",
      "description": "20-digit e-Stat Dashboard indicator code, e.g. '0201010000000010000' (total population). Comma-separate multiple codes to fetch several series in one call. Discover codes via estat-japan-dashboard.indicator_info or the public catalog at https://dashboard.e-stat.go.jp/."
    }
  },
  "additionalProperties": false
}

estonia-statistics.reference.catalog

Browse Statistics Estonia's (Statistikaamet) statistics database tree by path. Top-level databases: keskkond (environment), majandus (economy), rahvastik (population: migration, births/deaths, family), sotsiaalelu (social life: labour market, education, health), eri-valdkondade-statistika (multidomain statistics), rahvaloendus (population and housing census), Lepetatud_tabelid (discontinued datasets). Returns child nodes (subcategories, type=l) or table descriptors at leaf nodes (type=t). Use empty path '' to get the top-level databases. Navigate hierarchically until type=t nodes appear, then use estonia-statistics.table_metadata. Data: andmed.stat.ee (PXWeb API), no auth required.

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Argument	Type	Description
path	string	Hierarchical path through the Estonia statistics taxonomy. Empty '' gets the top-level databases: 'keskkond' (environment), 'majandus' (economy), 'rahvastik' (population), 'sotsiaalelu' (social life), 'eri-valdkondade-statistika' (multidomain statistics), 'rahvaloendus' (population and housing census), 'Lepetatud_tabelid' (discontinued datasets). Use estonia-statistics.catalog recursively to navigate until type=t (table leaf) nodes appear.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "path": {
      "type": "string",
      "default": "",
      "description": "Hierarchical path through the Estonia statistics taxonomy. Empty '' gets the top-level databases: 'keskkond' (environment), 'majandus' (economy), 'rahvastik' (population), 'sotsiaalelu' (social life), 'eri-valdkondade-statistika' (multidomain statistics), 'rahvaloendus' (population and housing census), 'Lepetatud_tabelid' (discontinued datasets). Use estonia-statistics.catalog recursively to navigate until type=t (table leaf) nodes appear."
    }
  },
  "additionalProperties": false
}

estonia-statistics.reference.table_metadata

Get metadata for a specific Estonia statistics table — title, dimensions (e.g. Aasta/Year, Näitaja/Indicator), valid value codes for each dimension, and latest update timestamp. Use this BEFORE estonia-statistics.table_query to discover accepted filter values. Example path: 'rahvastik/rahvastikunaitajad-ja-koosseis/demograafilised-pehinaitajad/RV030.PX' (births, deaths and natural increase). Data: andmed.stat.ee, no auth required.

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Argument	Type	Description
table_path*	string	Full path to a leaf table (type='t' from estonia-statistics.catalog), e.g. 'rahvastik/rahvastikunaitajad-ja-koosseis/demograafilised-pehinaitajad/RV030.PX' (births, deaths and natural increase). Returns title, dimension codes, and valid values to use in estonia-statistics.table_query.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_path"
  ],
  "properties": {
    "table_path": {
      "type": "string",
      "description": "Full path to a leaf table (type='t' from estonia-statistics.catalog), e.g. 'rahvastik/rahvastikunaitajad-ja-koosseis/demograafilised-pehinaitajad/RV030.PX' (births, deaths and natural increase). Returns title, dimension codes, and valid values to use in estonia-statistics.table_query."
    }
  },
  "additionalProperties": false
}

estonia-statistics.series.table_query

Run a statistical query against an Estonia statistics table — specify dimension filters to slice data by year and indicator. Returns JSON-stat2 format with labeled dimensions and numeric values. Call estonia-statistics.table_metadata first to discover valid dimension codes and value codes (often Estonian words, e.g. 'Aasta' for year). Example: births/deaths/natural increase (Näitaja='1','2','3'), most recent year (Aasta filter='top' values=['1']). Data: andmed.stat.ee, no auth required, CC BY-SA 4.0 (Statistics Estonia).

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Argument	Type	Description
query*	array	Array of dimension filters. Each filter selects which values to include for one dimension. Example: [{code:'Aasta',selection:{filter:'top',values:['3']}}, {code:'Näitaja',selection:{filter:'item',values:['1','2','3']}}]. Response is JSON-stat2 format with dimension labels and numeric values array.
table_path*	string	Full path to the leaf table to query — same as estonia-statistics.table_metadata table_path. Example: 'rahvastik/rahvastikunaitajad-ja-koosseis/demograafilised-pehinaitajad/RV030.PX'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_path",
    "query"
  ],
  "properties": {
    "query": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "code",
          "selection"
        ],
        "properties": {
          "code": {
            "type": "string",
            "description": "Dimension code from estonia-statistics.table_metadata variables[].code. Examples: 'Aasta' (year), 'Näitaja' (indicator). Dimension codes are frequently Estonian words with non-ASCII characters — copy them exactly as returned by table_metadata."
          },
          "selection": {
            "type": "object",
            "required": [
              "filter",
              "values"
            ],
            "properties": {
              "filter": {
                "type": "string",
                "description": "Filter type. Common values: 'item' (select by exact code), 'top' (select N most recent — use with time dimensions like 'Aasta'), 'all' (all values). Use the valueSet codes from metadata."
              },
              "values": {
                "type": "array",
                "items": {
                  "type": "string"
                },
                "description": "Array of value codes to select. Get valid codes from estonia-statistics.table_metadata variables[].values. For filter='item': list codes like ['1']. For filter='top': list count like ['3'] (3 most recent years). For filter='all': use ['*']."
              }
            },
            "description": "Selection criteria for this dimension.",
            "additionalProperties": false
          }
        },
        "description": "Filter for one dimension (variable) in the table.",
        "additionalProperties": false
      },
      "description": "Array of dimension filters. Each filter selects which values to include for one dimension. Example: [{code:'Aasta',selection:{filter:'top',values:['3']}}, {code:'Näitaja',selection:{filter:'item',values:['1','2','3']}}]. Response is JSON-stat2 format with dimension labels and numeric values array."
    },
    "table_path": {
      "type": "string",
      "description": "Full path to the leaf table to query — same as estonia-statistics.table_metadata table_path. Example: 'rahvastik/rahvastikunaitajad-ja-koosseis/demograafilised-pehinaitajad/RV030.PX'."
    }
  },
  "additionalProperties": false
}

eu_parliament.legislation.adopted_texts

List legislative texts adopted (voted into law) by the European Parliament plenary. Returns document identifiers, adoption dates, parliamentary term, parent procedure references, and Eurovoc subject thematic codes. Filter by parliamentary term (e.g. term 10 = 2024–2029 legislature). The most recent adopted texts appear first. Use the document ID (e.g. TA-10-2025-0181) to look up the full text on EUR-Lex (eurlex.legislation.detail tool). Supports pagination via limit (max 100) and offset. Data source: European Parliament Open Data API v2 — CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Number of adopted texts to return (1–100, default 20).
offset	integer	Number of results to skip for pagination (default 0).
parliamentary_term	integer	Filter by parliamentary term (1–10). Example: 10 for texts adopted in the 2024–2029 term.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of adopted texts to return (1–100, default 20)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip for pagination (default 0)."
    },
    "parliamentary_term": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Filter by parliamentary term (1–10). Example: 10 for texts adopted in the 2024–2029 term."
    }
  },
  "additionalProperties": false
}

eu_parliament.legislation.procedures

List European Parliament legislative procedures (the full legislative tracks that produce EU law). Returns each procedure's unique EP reference (e.g. 1972/0003(COD)), procedure type code, and human-readable label. Filter by parliamentary term or procedure type: COD (ordinary legislative — co-decision with Council), CNS (consultation), BUD (budgetary), INI (own-initiative resolution), RSP (response resolution). Supports pagination via limit (max 100) and offset. Data source: European Parliament Open Data API v2 — CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Number of procedures to return (1–100, default 20).
offset	integer	Number of results to skip for pagination (default 0).
procedure_type	string	Filter by procedure type. COD=ordinary legislative, CNS=consultation, BUD=budgetary, INI=own-initiative, RSP=resolution.
parliamentary_term	integer	Filter by parliamentary term (1–10). Example: 10 for the 2024–2029 term procedures.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of procedures to return (1–100, default 20)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip for pagination (default 0)."
    },
    "procedure_type": {
      "enum": [
        "COD",
        "CNS",
        "BUD",
        "INI",
        "RSP",
        "REG",
        "DEC",
        "DIR"
      ],
      "type": "string",
      "description": "Filter by procedure type. COD=ordinary legislative, CNS=consultation, BUD=budgetary, INI=own-initiative, RSP=resolution."
    },
    "parliamentary_term": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Filter by parliamentary term (1–10). Example: 10 for the 2024–2029 term procedures."
    }
  },
  "additionalProperties": false
}

eu_parliament.meps.details

Retrieve the full profile and complete parliamentary membership history of a specific MEP by their numeric CODICT identifier. Returns the MEP's name, date of birth, gender, and all committee, political group, intergroup, and delegation memberships with start/end dates and roles. Use the meps.list tool to look up MEP identifiers. Useful for understanding an MEP's committee responsibilities, political affiliations over time, and interparliamentary delegation work. Data source: European Parliament Open Data API v2 — CC BY 4.0, no auth required.

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Argument	Type	Description
mep_id*	string	Numeric MEP identifier from the European Parliament CODICT system. Example: 197539 for Mikuláš Peksa. Obtain IDs via the meps.list tool.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "mep_id"
  ],
  "properties": {
    "mep_id": {
      "type": "string",
      "description": "Numeric MEP identifier from the European Parliament CODICT system. Example: 197539 for Mikuláš Peksa. Obtain IDs via the meps.list tool."
    }
  },
  "additionalProperties": false
}

eu_parliament.meps.list

List Members of the European Parliament (MEPs) currently serving in the active parliamentary term. Filter by country (ISO 3166-1 alpha-2 code), political group (PPE, S-D, RENEW, VERTS-ALE, ECR, THE-LEFT, ID, NI), or gender. Returns each MEP's numeric CODICT identifier, full name, family name, given name, country of representation, and political group abbreviation. Use the returned identifier with the meps.details tool to fetch the full membership history. Supports pagination via limit (max 100) and offset. Data source: European Parliament Open Data API v2 — CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Number of MEPs to return (1–100, default 50).
gender	string	Filter MEPs by gender (MALE or FEMALE).
offset	integer	Number of results to skip for pagination (default 0).
country	string	Filter by EU member state using ISO 3166-1 alpha-2 code. Example: DE (Germany), FR (France), PL (Poland).
political_group	string	Filter by EP political group abbreviation. PPE=centre-right, S-D=social-democrat, RENEW=liberal, VERTS-ALE=green, ECR=conservative, THE-LEFT=far-left, ID=far-right, NI=non-attached.
parliamentary_term	integer	Parliamentary term number (1–10). Omit for current term (10). Example: 10 for the 2024–2029 term.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of MEPs to return (1–100, default 50)."
    },
    "gender": {
      "enum": [
        "MALE",
        "FEMALE"
      ],
      "type": "string",
      "description": "Filter MEPs by gender (MALE or FEMALE)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip for pagination (default 0)."
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Filter by EU member state using ISO 3166-1 alpha-2 code. Example: DE (Germany), FR (France), PL (Poland)."
    },
    "political_group": {
      "enum": [
        "PPE",
        "NI",
        "S-D",
        "VERTS-ALE",
        "ECR",
        "RENEW",
        "THE-LEFT",
        "ID"
      ],
      "type": "string",
      "description": "Filter by EP political group abbreviation. PPE=centre-right, S-D=social-democrat, RENEW=liberal, VERTS-ALE=green, ECR=conservative, THE-LEFT=far-left, ID=far-right, NI=non-attached."
    },
    "parliamentary_term": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Parliamentary term number (1–10). Omit for current term (10). Example: 10 for the 2024–2029 term."
    }
  },
  "additionalProperties": false
}

eurlex.legislation.by_type

Browse EU legislative acts by document type (regulation, directive, or decision) from EUR-Lex Cellar. Returns acts with CELEX identifier, publication date, English title, in-force status, Cellar URI, and direct EUR-Lex URL, ordered by most recent date first. Regulations are directly applicable in all EU member states without national implementation; directives set binding objectives but require member state transposition; decisions are binding on specific addressees (states, companies, or individuals). Use from_year to restrict to acts published from that year onwards (e.g. 2020 for recent acts). Data source: EU Publications Office EUR-Lex Cellar — official EU law repository, no auth required, open access.

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–20, default 10)
doc_type*	string	Type of EU legislative act: "regulation" (directly applicable in all EU member states), "directive" (binding on objectives, member states choose implementation means), "decision" (binding on specific addressees)
from_year	integer	Only return legislation from this year onwards (e.g. 2020). Omit to retrieve the most recent across all years.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "doc_type"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum number of results to return (1–20, default 10)"
    },
    "doc_type": {
      "enum": [
        "regulation",
        "directive",
        "decision"
      ],
      "type": "string",
      "description": "Type of EU legislative act: \"regulation\" (directly applicable in all EU member states), \"directive\" (binding on objectives, member states choose implementation means), \"decision\" (binding on specific addressees)"
    },
    "from_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1950,
      "description": "Only return legislation from this year onwards (e.g. 2020). Omit to retrieve the most recent across all years."
    }
  },
  "additionalProperties": false
}

eurlex.legislation.detail

Retrieve full metadata for a specific EU legal act identified by its CELEX number from EUR-Lex Cellar. Returns CELEX identifier, publication date, English title, in-force status, Cellar URI, and direct EUR-Lex URL. CELEX examples: "32024R1689" (EU AI Act), "32016R0679" (GDPR), "32023R1115" (EU Deforestation Regulation), "32022R2065" (Digital Services Act), "32020R0852" (EU Taxonomy Regulation). CELEX format: sector digit (3 = secondary EU law) + 4-digit year + type letter (R=Regulation, L=Directive, D=Decision) + sequential number. Returns found=false if the CELEX number does not exist in EUR-Lex Cellar. Data source: EU Publications Office EUR-Lex Cellar — official EU law repository, no auth required, open access.

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Argument	Type	Description
celex*	string	CELEX identifier of the EU legal act to retrieve (e.g. "32024R1689" for the EU AI Act, "32016R0679" for GDPR, "32023R1115" for EU Deforestation Regulation). Format: sector digit (3 = secondary legislation) + 4-digit year + type letter (R=Regulation, L=Directive, D=Decision) + sequential number.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "celex"
  ],
  "properties": {
    "celex": {
      "type": "string",
      "description": "CELEX identifier of the EU legal act to retrieve (e.g. \"32024R1689\" for the EU AI Act, \"32016R0679\" for GDPR, \"32023R1115\" for EU Deforestation Regulation). Format: sector digit (3 = secondary legislation) + 4-digit year + type letter (R=Regulation, L=Directive, D=Decision) + sequential number."
    }
  },
  "additionalProperties": false
}

eurlex.legislation.recent

Get the most recently published EU legislative acts from EUR-Lex Cellar. Returns acts ordered by publication date descending with CELEX identifier, date, English title (where available), in-force status, Cellar URI, and direct EUR-Lex URL. Covers all secondary EU legislation (regulations, directives, decisions) published within the specified number of days. Default look-back is 30 days; max 365 days. Data source: EU Publications Office EUR-Lex Cellar — official EU law repository, no auth required, open access.

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Argument	Type	Description
days	integer	Look back this many days for recently published EU legislation (1–365, default 30)
limit	integer	Maximum number of results to return (1–20, default 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 365,
      "minimum": 1,
      "description": "Look back this many days for recently published EU legislation (1–365, default 30)"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum number of results to return (1–20, default 10)"
    }
  },
  "additionalProperties": false
}

eurlex.legislation.search

Search the official EUR-Lex Cellar SPARQL endpoint for EU legislative acts by keyword in English titles. Returns matching regulations, directives, and decisions with CELEX identifier, date, English title, in-force status, Cellar URI, and a direct EUR-Lex URL. Examples: keyword="artificial intelligence" returns the EU AI Act (32024R1689); keyword="GDPR" returns the General Data Protection Regulation (32016R0679). Results are ordered by most recent date first. Optionally restrict to acts published on or after from_date. CELEX format: 3 + 4-digit year + type letter (R=Regulation, L=Directive, D=Decision) + number. Data source: EU Publications Office EUR-Lex Cellar — official EU law repository, no auth required, open access.

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–20, default 10)
keyword*	string	English keyword to search for in EU legislation titles (e.g. "artificial intelligence", "GDPR", "carbon border adjustment")
from_date	string	Restrict results to legislation published on or after this date in YYYY-MM-DD format (e.g. "2020-01-01"). Omit for all dates.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "keyword"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum number of results to return (1–20, default 10)"
    },
    "keyword": {
      "type": "string",
      "description": "English keyword to search for in EU legislation titles (e.g. \"artificial intelligence\", \"GDPR\", \"carbon border adjustment\")"
    },
    "from_date": {
      "type": "string",
      "description": "Restrict results to legislation published on or after this date in YYYY-MM-DD format (e.g. \"2020-01-01\"). Omit for all dates."
    }
  },
  "additionalProperties": false
}

europepmc.literature.article

Retrieve full bibliographic details for a specific biomedical article from Europe PMC by its unique identifier. Provide a PubMed ID (PMID) for journal articles in MEDLINE, a PMC ID for full-text articles in PubMed Central, or other source-specific IDs. Returns complete metadata: title, authors, journal, publication year, abstract, keywords, MeSH terms, DOI, open-access flag, PMC full-text availability, citation count, publication types, and affiliation. Use this after a search to retrieve the full record for a specific paper.

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Argument	Type	Description
id*	string	Article identifier. For PubMed articles use the numeric PMID (e.g. "33000001"). For PMC full-text articles use the PMC ID without prefix (e.g. "7520369"). For other sources use the source-specific external ID.
src	string	Source database for the article. "MED" = PubMed/MEDLINE (default, covers most biomedical literature). "PMC" = PubMed Central full-text repository. "PPR" = preprints (bioRxiv, medRxiv). "PAT" = patents. "NBK" = NCBI Bookshelf. "ETH" = EthOS theses.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Article identifier. For PubMed articles use the numeric PMID (e.g. \"33000001\"). For PMC full-text articles use the PMC ID without prefix (e.g. \"7520369\"). For other sources use the source-specific external ID."
    },
    "src": {
      "enum": [
        "MED",
        "PMC",
        "PPR",
        "PAT",
        "NBK",
        "ETH",
        "HIR",
        "CTX"
      ],
      "type": "string",
      "description": "Source database for the article. \"MED\" = PubMed/MEDLINE (default, covers most biomedical literature). \"PMC\" = PubMed Central full-text repository. \"PPR\" = preprints (bioRxiv, medRxiv). \"PAT\" = patents. \"NBK\" = NCBI Bookshelf. \"ETH\" = EthOS theses."
    }
  },
  "additionalProperties": false
}

europepmc.literature.citations

Retrieve a list of articles that cite a given biomedical publication in Europe PMC. Provide the article PMID (for PubMed/MEDLINE) or other source-specific ID. Returns the total citation count and bibliographic details for each citing article (title, authors, journal, year, PMID, DOI). Paginate through all citing articles with page_size and page parameters. Useful for forward citation tracking, identifying follow-up research, measuring impact of specific papers, and discovering related work published after the original article.

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Argument	Type	Description
id*	string	Numeric PMID (for MED/PubMed) or other source-specific ID of the article whose citing papers you want to retrieve (e.g. "30449648").
src	string	Source database of the target article. "MED" = PubMed (default). "PMC" = PubMed Central full-text. Use the same src you used to find the article.
page	integer	Page number for pagination when there are many citing articles (default 1).
page_size	integer	Number of citing articles to return per page (1–1000, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Numeric PMID (for MED/PubMed) or other source-specific ID of the article whose citing papers you want to retrieve (e.g. \"30449648\")."
    },
    "src": {
      "enum": [
        "MED",
        "PMC",
        "PPR",
        "PAT",
        "NBK",
        "ETH",
        "HIR",
        "CTX"
      ],
      "type": "string",
      "description": "Source database of the target article. \"MED\" = PubMed (default). \"PMC\" = PubMed Central full-text. Use the same src you used to find the article."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination when there are many citing articles (default 1)."
    },
    "page_size": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Number of citing articles to return per page (1–1000, default 10)."
    }
  },
  "additionalProperties": false
}

europepmc.literature.references

Retrieve the bibliography (reference list) of a biomedical article from Europe PMC. Provide the article PMID (for PubMed/MEDLINE) or other source-specific ID. Returns the total reference count and bibliographic details for each reference (title, authors, journal abbreviation, year, PMID, DOI where available). Paginate through all references with page_size and page parameters. Useful for backward citation tracking, understanding research foundations, identifying cited authors, and building citation networks.

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Argument	Type	Description
id*	string	Numeric PMID (for MED/PubMed) or other source-specific ID of the article whose bibliography you want to retrieve (e.g. "30449648").
src	string	Source database of the target article. "MED" = PubMed (default). "PMC" = PubMed Central full-text. Use the same src you used to find the article.
page	integer	Page number for pagination when a paper has many references (default 1).
page_size	integer	Number of references to return per page (1–1000, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Numeric PMID (for MED/PubMed) or other source-specific ID of the article whose bibliography you want to retrieve (e.g. \"30449648\")."
    },
    "src": {
      "enum": [
        "MED",
        "PMC",
        "PPR",
        "PAT",
        "NBK",
        "ETH",
        "HIR",
        "CTX"
      ],
      "type": "string",
      "description": "Source database of the target article. \"MED\" = PubMed (default). \"PMC\" = PubMed Central full-text. Use the same src you used to find the article."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination when a paper has many references (default 1)."
    },
    "page_size": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Number of references to return per page (1–1000, default 10)."
    }
  },
  "additionalProperties": false
}

europepmc.literature.search

Search the Europe PubMed Central (Europe PMC) database of 42M+ biomedical articles, preprints, books, and patents from PubMed/MEDLINE, PubMed Central, and bioRxiv/medRxiv. Supports rich query syntax: free-text terms, field-specific filters (TITLE:"breast cancer", AUTH:"Smith J", JOURNAL:"Nature", DISEASE:"diabetes", MH:"neoplasms" for MeSH, GRANT_AGENCY:"Wellcome Trust", OPEN_ACCESS:Y), and Boolean operators (AND, OR, NOT). Sort by relevance, date, or citation count. Returns article metadata including PMID, DOI, title, authors, journal, year, abstract (with result_type=core), open-access status, and citation count.

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
sort	string	Sort order for results. "RELEVANCE" (default) ranks by relevance score. "DATE" returns newest first. "CITED" returns most-cited first.
query*	string	Europe PMC search query. Supports full-text search and field-specific syntax: TITLE:"breast cancer", AUTH:"Smith J", JOURNAL:"Nature", DISEASE:"diabetes", MH:"neoplasms" (MeSH), GRANT_AGENCY:"Wellcome Trust", OPEN_ACCESS:Y. Free-text queries search across title, abstract, and MeSH terms.
page_size	integer	Number of results to return per page (1–100, default 10).
result_type	string	Detail level of results. "lite" returns basic bibliographic fields (title, authors, journal, year, DOI, PMID). "core" adds abstract, keywords, MeSH terms, affiliation, and citation count. Default: "lite".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "sort": {
      "enum": [
        "RELEVANCE",
        "DATE",
        "CITED"
      ],
      "type": "string",
      "description": "Sort order for results. \"RELEVANCE\" (default) ranks by relevance score. \"DATE\" returns newest first. \"CITED\" returns most-cited first."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Europe PMC search query. Supports full-text search and field-specific syntax: TITLE:\"breast cancer\", AUTH:\"Smith J\", JOURNAL:\"Nature\", DISEASE:\"diabetes\", MH:\"neoplasms\" (MeSH), GRANT_AGENCY:\"Wellcome Trust\", OPEN_ACCESS:Y. Free-text queries search across title, abstract, and MeSH terms."
    },
    "page_size": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results to return per page (1–100, default 10)."
    },
    "result_type": {
      "enum": [
        "lite",
        "core"
      ],
      "type": "string",
      "description": "Detail level of results. \"lite\" returns basic bibliographic fields (title, authors, journal, year, DOI, PMID). \"core\" adds abstract, keywords, MeSH terms, affiliation, and citation count. Default: \"lite\"."
    }
  },
  "additionalProperties": false
}

eurostat2.demographics.fertility

Retrieve annual fertility and demographic indicators for EU/EEA countries from Eurostat's SDMX 2.1 API (dataset: demo_find). Includes total fertility rate, mean age of women at childbirth, mean age at first/second/third birth, median age at childbirth, and share of non-marital births. Country parameter accepts ISO 3166-1 alpha-2 codes (DE, FR, IT, ES, PL) or EU aggregates (EU27_2020, EA20). Data covers 2018–present; updated annually. Source: Eurostat, CC BY 4.0, no auth required.

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Argument	Type	Description
country*	string	Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, FR, IT, ES, PL) or EU aggregate (EU27_2020, EA20)
indicator	string	Fertility indicator: TOTFERRT=total fertility rate (default), AGEMOTH=mean age at childbirth, AGEMOTH1=mean age at first birth, MEDAGEMOTH=median age at childbirth, NMARPCT=share of non-marital births (%)
since_year	integer	First year to include (integer, e.g. 2010). Defaults to 2010.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 12,
      "minLength": 2,
      "description": "Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, FR, IT, ES, PL) or EU aggregate (EU27_2020, EA20)"
    },
    "indicator": {
      "enum": [
        "TOTFERRT",
        "AGEMOTH",
        "AGEMOTH1",
        "MEDAGEMOTH",
        "NMARPCT"
      ],
      "type": "string",
      "description": "Fertility indicator: TOTFERRT=total fertility rate (default), AGEMOTH=mean age at childbirth, AGEMOTH1=mean age at first birth, MEDAGEMOTH=median age at childbirth, NMARPCT=share of non-marital births (%)"
    },
    "since_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1960,
      "description": "First year to include (integer, e.g. 2010). Defaults to 2010."
    }
  },
  "additionalProperties": false
}

eurostat2.employment.youth

Retrieve annual youth employment rate by educational attainment for EU/EEA countries from Eurostat (dataset: yth_empl_010, SDMX 2.1). Returns employment rate (% of age group) for youth aged 15–24 (default), 15–19, 15–29, 20–24, or 20–29, across all ISCED education levels combined. Country accepts ISO 3166-1 alpha-2 codes (DE, FR, ES, IT) or EU27_2020. Data covers 2005–present (with ~1 year lag). Useful for EU youth policy research, labour market analysis, and education-employment gap studies. Source: Eurostat LFS, CC BY 4.0, no auth required.

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Argument	Type	Description
country*	string	Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, FR, ES) or EU aggregate (EU27_2020)
age_group	string	Youth age group: Y15-24=15 to 24 years (default), Y15-19=15 to 19 years, Y15-29=15 to 29 years, Y20-24=20 to 24 years, Y20-29=20 to 29 years
since_year	integer	First year to include (integer, e.g. 2010). Defaults to 2005.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 12,
      "minLength": 2,
      "description": "Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, FR, ES) or EU aggregate (EU27_2020)"
    },
    "age_group": {
      "enum": [
        "Y15-24",
        "Y15-19",
        "Y15-29",
        "Y20-24",
        "Y20-29"
      ],
      "type": "string",
      "description": "Youth age group: Y15-24=15 to 24 years (default), Y15-19=15 to 19 years, Y15-29=15 to 29 years, Y20-24=20 to 24 years, Y20-29=20 to 29 years"
    },
    "since_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 2000,
      "description": "First year to include (integer, e.g. 2010). Defaults to 2005."
    }
  },
  "additionalProperties": false
}

eurostat2.energy.renewable

Retrieve annual renewable energy consumption data for EU/EEA countries from Eurostat (dataset: sdg_07_10, SDMX 2.1, SDG indicator 7.2.1). Reports primary energy consumption from renewable sources in Mtoe (million tonnes of oil equivalent), index (2005=100), or tonnes per capita. Covers solar, wind, hydro, geothermal, and biomass combined. Country accepts ISO 3166-1 alpha-2 codes (DE, SE, DK, AT) or EU27_2020. Data covers 2005–present. Useful for EU Green Deal and energy transition research. Source: Eurostat, CC BY 4.0, no auth required.

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Argument	Type	Description
unit	string	Measurement unit: MTOE=million tonnes of oil equivalent (default), I05=index with 2005=100, TOE_HAB=tonnes of oil equivalent per inhabitant
country*	string	Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, SE, DK) or EU aggregate (EU27_2020)
since_year	integer	First year to include (integer, e.g. 2010). Defaults to 2005.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "unit": {
      "enum": [
        "MTOE",
        "I05",
        "TOE_HAB"
      ],
      "type": "string",
      "description": "Measurement unit: MTOE=million tonnes of oil equivalent (default), I05=index with 2005=100, TOE_HAB=tonnes of oil equivalent per inhabitant"
    },
    "country": {
      "type": "string",
      "maxLength": 12,
      "minLength": 2,
      "description": "Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, SE, DK) or EU aggregate (EU27_2020)"
    },
    "since_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 2000,
      "description": "First year to include (integer, e.g. 2010). Defaults to 2005."
    }
  },
  "additionalProperties": false
}

eurostat2.environment.ghg

Retrieve annual greenhouse gas emission inventories for EU/EEA countries from Eurostat (dataset: env_air_gge, SDMX 2.1). Reports total national emissions (excl. LULUCF memo items) in million tonnes CO2-equivalent. Covers GHG (all greenhouse gases combined), CO2, CH4, N2O, HFC, PFC, and SF6. Country accepts ISO 3166-1 alpha-2 codes (DE, FR, PL) or EU27_2020 aggregate. Data covers 1985–present (with 1–2 year lag); updated annually. Source: Eurostat/EEA air emission accounts, CC BY 4.0, no auth required.

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Argument	Type	Description
country*	string	Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, FR, PL) or EU aggregate (EU27_2020, EA20)
pollutant	string	Greenhouse gas or pollutant: GHG=all greenhouse gases in CO2-equivalent (default), CO2=carbon dioxide, CH4=methane, N2O=nitrous oxide, HFC=hydrofluorocarbons, PFC=perfluorocarbons, SF6=sulphur hexafluoride
since_year	integer	First year to include (integer, e.g. 2005). Defaults to 2000.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 12,
      "minLength": 2,
      "description": "Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, FR, PL) or EU aggregate (EU27_2020, EA20)"
    },
    "pollutant": {
      "enum": [
        "GHG",
        "CO2",
        "CH4",
        "N2O",
        "HFC",
        "PFC",
        "SF6"
      ],
      "type": "string",
      "description": "Greenhouse gas or pollutant: GHG=all greenhouse gases in CO2-equivalent (default), CO2=carbon dioxide, CH4=methane, N2O=nitrous oxide, HFC=hydrofluorocarbons, PFC=perfluorocarbons, SF6=sulphur hexafluoride"
    },
    "since_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1985,
      "description": "First year to include (integer, e.g. 2005). Defaults to 2000."
    }
  },
  "additionalProperties": false
}

eurostat2.innovation.rd

Retrieve annual Gross Domestic Expenditure on R&D (GERD) for EU/EEA countries from Eurostat (dataset: rd_e_gerdtot, SDMX 2.1). Covers total and sectoral breakdowns: business enterprise (BES), government (GOV), higher education (HES), and private non-profit (PNP). Unit can be % of GDP (PC_GDP), million EUR (MIO_EUR), or million national currency (MIO_NAC). Country accepts ISO 3166-1 alpha-2 codes (DE, SE, FI) or EU27_2020. Useful for innovation policy research and EU 3%-of-GDP R&D target monitoring. Source: Eurostat, CC BY 4.0, no auth required.

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Argument	Type	Description
unit	string	Measurement unit: PC_GDP=percentage of GDP (default), MIO_EUR=million euros, MIO_NAC=million national currency
sector	string	Performing sector: TOTAL=all sectors combined (default), BES=business enterprise sector, GOV=government sector, HES=higher education sector, PNP=private non-profit sector
country*	string	Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, FR, SE) or EU aggregate (EU27_2020)
since_year	integer	First year to include (integer, e.g. 2005). Defaults to 2005.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "unit": {
      "enum": [
        "PC_GDP",
        "MIO_EUR",
        "MIO_NAC"
      ],
      "type": "string",
      "description": "Measurement unit: PC_GDP=percentage of GDP (default), MIO_EUR=million euros, MIO_NAC=million national currency"
    },
    "sector": {
      "enum": [
        "TOTAL",
        "BES",
        "GOV",
        "HES",
        "PNP"
      ],
      "type": "string",
      "description": "Performing sector: TOTAL=all sectors combined (default), BES=business enterprise sector, GOV=government sector, HES=higher education sector, PNP=private non-profit sector"
    },
    "country": {
      "type": "string",
      "maxLength": 12,
      "minLength": 2,
      "description": "Eurostat geo code: ISO 3166-1 alpha-2 country (e.g. DE, FR, SE) or EU aggregate (EU27_2020)"
    },
    "since_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1980,
      "description": "First year to include (integer, e.g. 2005). Defaults to 2005."
    }
  },
  "additionalProperties": false
}

ev.charging.details

Get full details for a specific EV charging station by ID — address, GPS coordinates, all connectors with type/power/status, network operator, usage cost, verification date, number of charging points. Use station ID from search or nearby results (Open Charge Map)

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Argument	Type	Description
id*	integer	Open Charge Map station ID — get from search or nearby results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "Open Charge Map station ID — get from search or nearby results"
    }
  },
  "additionalProperties": false
}

ev.charging.nearby

Find the nearest EV charging stations to GPS coordinates within a radius (default 5km). Returns stations sorted by distance with connector types, power levels, and availability status. Filter by minimum power kW and connector type for DC fast charging (Open Charge Map)

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Argument	Type	Description
limit	integer	Maximum results (1-50, default 10)
radius	number	Search radius in KM (default 5)
latitude*	number	GPS latitude of your location (e.g. 40.7128)
longitude*	number	GPS longitude of your location (e.g. -74.0060)
min_power_kw	number	Minimum charger power in kW (e.g. 50 for DC fast charging)
connection_type_id	integer	Filter by connector type (25=Type 2, 33=CCS, 2=CHAdeMO)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum results (1-50, default 10)"
    },
    "radius": {
      "type": "number",
      "description": "Search radius in KM (default 5)"
    },
    "latitude": {
      "type": "number",
      "description": "GPS latitude of your location (e.g. 40.7128)"
    },
    "longitude": {
      "type": "number",
      "description": "GPS longitude of your location (e.g. -74.0060)"
    },
    "min_power_kw": {
      "type": "number",
      "description": "Minimum charger power in kW (e.g. 50 for DC fast charging)"
    },
    "connection_type_id": {
      "type": "integer",
      "description": "Filter by connector type (25=Type 2, 33=CCS, 2=CHAdeMO)"
    }
  },
  "additionalProperties": false
}

ev.charging.search

Search 300K+ EV charging stations worldwide by location, country, operator, connector type, and power level. Returns station address, GPS coordinates, connectors (Type 2, CCS, CHAdeMO), power kW, operator, status. Filter by min power for fast charging. Largest open EV charging database (Open Charge Map)

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Argument	Type	Description
limit	integer	Maximum results to return (1-100, default 20)
distance	number	Search radius in distance_unit (default KM)
latitude	number	Latitude for location-based search (e.g. 51.5074)
longitude	number	Longitude for location-based search (e.g. -0.1278)
operator_id	integer	Filter by charging network operator ID
country_code	string	ISO 2-letter country code to filter by (e.g. "US", "GB", "DE")
min_power_kw	number	Minimum charger power in kW (e.g. 50 for fast charging)
distance_unit	string	Distance unit: KM or Miles (default KM)
status_type_id	integer	Filter by status (50=Operational, 100=Not Operational)
connection_type_id	integer	Filter by connector type (e.g. 25=Type 2, 33=CCS, 2=CHAdeMO)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum results to return (1-100, default 20)"
    },
    "distance": {
      "type": "number",
      "description": "Search radius in distance_unit (default KM)"
    },
    "latitude": {
      "type": "number",
      "description": "Latitude for location-based search (e.g. 51.5074)"
    },
    "longitude": {
      "type": "number",
      "description": "Longitude for location-based search (e.g. -0.1278)"
    },
    "operator_id": {
      "type": "integer",
      "description": "Filter by charging network operator ID"
    },
    "country_code": {
      "type": "string",
      "description": "ISO 2-letter country code to filter by (e.g. \"US\", \"GB\", \"DE\")"
    },
    "min_power_kw": {
      "type": "number",
      "description": "Minimum charger power in kW (e.g. 50 for fast charging)"
    },
    "distance_unit": {
      "enum": [
        "KM",
        "Miles"
      ],
      "type": "string",
      "description": "Distance unit: KM or Miles (default KM)"
    },
    "status_type_id": {
      "type": "integer",
      "description": "Filter by status (50=Operational, 100=Not Operational)"
    },
    "connection_type_id": {
      "type": "integer",
      "description": "Filter by connector type (e.g. 25=Type 2, 33=CCS, 2=CHAdeMO)"
    }
  },
  "additionalProperties": false
}

f1.races.results

Get the finishing results for a specific Formula 1 race: final classified positions, driver name, constructor, grid position, laps completed, finish status (Finished/DNF/DSQ/+N Laps), points scored, finish time, and fastest lap time and rank. Defaults to the most recently completed race (round=last) of the current season. Specify season + round to fetch any race back to 1950. Data source: Jolpica F1 (Ergast-compatible API) — free, unlimited, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–100, default 30).
round	string \| number	Race round number within the season (1-based), or 'last' for the most recent completed race. Omit for last race.
offset	integer	Pagination offset — number of results to skip (default 0).
season	string \| number	Season year (e.g. 2026, 2024, 2023). Omit for the current season.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1–100, default 30)."
    },
    "round": {
      "type": [
        "string",
        "number"
      ],
      "description": "Race round number within the season (1-based), or 'last' for the most recent completed race. Omit for last race."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)."
    },
    "season": {
      "type": [
        "string",
        "number"
      ],
      "description": "Season year (e.g. 2026, 2024, 2023). Omit for the current season."
    }
  },
  "additionalProperties": false
}

f1.races.schedule

Get the Formula 1 race calendar for any season from 1950 to the current year. Returns each Grand Prix with round number, race name, circuit, location, race date/time (UTC), qualifying date/time, and sprint date when applicable. Omit the season parameter to get the current season schedule. Data source: Jolpica F1 (Ergast-compatible API) — free, unlimited, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–100, default 30).
offset	integer	Pagination offset — number of results to skip (default 0).
season	string \| number	Season year (e.g. 2026, 2024, 2023). Omit for the current season.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1–100, default 30)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)."
    },
    "season": {
      "type": [
        "string",
        "number"
      ],
      "description": "Season year (e.g. 2026, 2024, 2023). Omit for the current season."
    }
  },
  "additionalProperties": false
}

f1.standings.constructors

Get Formula 1 World Constructors Championship standings for any season. Returns each team (constructor) ranked by points, with nationality, total wins, and championship points as of the latest completed round. Omit the season parameter to get current live standings. Historical seasons available back to 1958 (first constructor championship). Data source: Jolpica F1 (Ergast-compatible API) — free, unlimited, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–100, default 30).
offset	integer	Pagination offset — number of results to skip (default 0).
season	string \| number	Season year (e.g. 2026, 2024, 2023). Omit for the current season.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1–100, default 30)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)."
    },
    "season": {
      "type": [
        "string",
        "number"
      ],
      "description": "Season year (e.g. 2026, 2024, 2023). Omit for the current season."
    }
  },
  "additionalProperties": false
}

f1.standings.drivers

Get Formula 1 World Drivers Championship standings for any season. Returns each driver ranked by points, with their constructor, nationality, wins count, and total championship points as of the latest completed round. Omit the season parameter to get current live standings. Historical seasons available back to 1950. Data source: Jolpica F1 (Ergast-compatible API) — free, unlimited, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–100, default 30).
offset	integer	Pagination offset — number of results to skip (default 0).
season	string \| number	Season year (e.g. 2026, 2024, 2023). Omit for the current season.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1–100, default 30)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)."
    },
    "season": {
      "type": [
        "string",
        "number"
      ],
      "description": "Season year (e.g. 2026, 2024, 2023). Omit for the current season."
    }
  },
  "additionalProperties": false
}

faostat.agriculture.food_insecurity

Retrieve prevalence of moderate or severe food insecurity (%) for a country based on the Food Insecurity Experience Scale (FIES). Data from FAO FAOSTAT — UN SDG Indicator 2.1.2. Covers ~140 countries with FIES survey data. Accepts ISO alpha-2 (e.g. "ET"), alpha-3, or ISO numeric country codes.

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Argument	Type	Description
end_year	integer	End year for the time series (default: latest available)
start_year	integer	Start year for the time series (default: 2015, earliest available: 1961)
country_code*	string	Country code: ISO 3166-1 alpha-2 (e.g. "IN", "US", "ET"), alpha-3 (e.g. "IND"), or ISO numeric (e.g. "356")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code"
  ],
  "properties": {
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "End year for the time series (default: latest available)"
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "Start year for the time series (default: 2015, earliest available: 1961)"
    },
    "country_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 2,
      "description": "Country code: ISO 3166-1 alpha-2 (e.g. \"IN\", \"US\", \"ET\"), alpha-3 (e.g. \"IND\"), or ISO numeric (e.g. \"356\")"
    }
  },
  "additionalProperties": false
}

faostat.agriculture.food_loss

Retrieve the global food loss index and food loss percentage by food group (cereals, fruits & vegetables, meat, roots & tubers, pulses) for world regions. Data from FAO FAOSTAT — UN SDG Indicator 12.3.1. An index above 100 means more loss than the 2014-2016 baseline. Optionally filter by a specific year.

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Argument	Type	Description
year	integer	Specific year to filter food loss data (e.g. 2022). Omit for full available range.
end_year	integer	End year for the time series (default: latest available)
start_year	integer	Start year for the time series (default: 2015, earliest available: 1961)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 2000,
      "description": "Specific year to filter food loss data (e.g. 2022). Omit for full available range."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "End year for the time series (default: latest available)"
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "Start year for the time series (default: 2015, earliest available: 1961)"
    }
  },
  "additionalProperties": false
}

faostat.agriculture.food_security

Retrieve prevalence of undernourishment (% of population) and count of undernourished people (millions) for any country over time. Data from FAO FAOSTAT — UN SDG Indicator 2.1.1. Covers 190+ countries, annual data since 2001. Accepts ISO alpha-2 (e.g. "IN"), alpha-3 (e.g. "IND"), or ISO numeric (e.g. "356") country codes.

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Argument	Type	Description
end_year	integer	End year for the time series (default: latest available)
start_year	integer	Start year for the time series (default: 2015, earliest available: 1961)
country_code*	string	Country code: ISO 3166-1 alpha-2 (e.g. "IN", "US", "ET"), alpha-3 (e.g. "IND"), or ISO numeric (e.g. "356")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code"
  ],
  "properties": {
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "End year for the time series (default: latest available)"
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "Start year for the time series (default: 2015, earliest available: 1961)"
    },
    "country_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 2,
      "description": "Country code: ISO 3166-1 alpha-2 (e.g. \"IN\", \"US\", \"ET\"), alpha-3 (e.g. \"IND\"), or ISO numeric (e.g. \"356\")"
    }
  },
  "additionalProperties": false
}

faostat.environment.forest_area

Retrieve forest area as a percentage of total land area and in hectares for any country. Data from FAO FAOSTAT — UN SDG Indicator 15.1.1. Covers 200+ countries, annual data. Accepts ISO alpha-2 (e.g. "BR"), alpha-3 (e.g. "BRA"), or ISO numeric country codes.

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Argument	Type	Description
end_year	integer	End year for the time series (default: latest available)
start_year	integer	Start year for the time series (default: 2015, earliest available: 1961)
country_code*	string	Country code: ISO 3166-1 alpha-2 (e.g. "IN", "US", "ET"), alpha-3 (e.g. "IND"), or ISO numeric (e.g. "356")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code"
  ],
  "properties": {
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "End year for the time series (default: latest available)"
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "Start year for the time series (default: 2015, earliest available: 1961)"
    },
    "country_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 2,
      "description": "Country code: ISO 3166-1 alpha-2 (e.g. \"IN\", \"US\", \"ET\"), alpha-3 (e.g. \"IND\"), or ISO numeric (e.g. \"356\")"
    }
  },
  "additionalProperties": false
}

faostat.environment.water_stress

Retrieve freshwater withdrawal as a percentage of available freshwater resources for a country. High values (>40%) indicate severe water stress. Data from FAO FAOSTAT — UN SDG Indicator 6.4.2. Covers 211 countries. Accepts ISO alpha-2 (e.g. "IN"), alpha-3, or ISO numeric country codes.

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Argument	Type	Description
end_year	integer	End year for the time series (default: latest available)
start_year	integer	Start year for the time series (default: 2015, earliest available: 1961)
country_code*	string	Country code: ISO 3166-1 alpha-2 (e.g. "IN", "US", "ET"), alpha-3 (e.g. "IND"), or ISO numeric (e.g. "356")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code"
  ],
  "properties": {
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "End year for the time series (default: latest available)"
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1961,
      "description": "Start year for the time series (default: 2015, earliest available: 1961)"
    },
    "country_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 2,
      "description": "Country code: ISO 3166-1 alpha-2 (e.g. \"IN\", \"US\", \"ET\"), alpha-3 (e.g. \"IND\"), or ISO numeric (e.g. \"356\")"
    }
  },
  "additionalProperties": false
}

fbi.crime.national_annual

Retrieve national year-over-year annual crime totals from FBI UCR data, aggregated from monthly reporting. Returns total offense counts, average rate per 100,000 population, total clearances, and clearance rate percentage for each calendar year. Supports date ranges spanning multiple decades (data available from 1979). Ideal for long-term trend analysis: "Has the US murder rate declined since the 1990s?" or "What are 10-year property crime trends?". Source: FBI UCR / CDE, US Gov public domain, no auth required.

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Argument	Type	Description
to_year	integer	End year for annual trend data inclusive (e.g. 2022). Defaults to last full year.
from_year	integer	Start year for annual trend data (e.g. 2010). Data available from 1979.
offense_type*	string	FBI UCR offense category. violent-crime (murder+rape+robbery+assault), property-crime (burglary+larceny+auto+arson), or individual offense type

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "offense_type"
  ],
  "properties": {
    "to_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1979,
      "description": "End year for annual trend data inclusive (e.g. 2022). Defaults to last full year."
    },
    "from_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1979,
      "description": "Start year for annual trend data (e.g. 2010). Data available from 1979."
    },
    "offense_type": {
      "enum": [
        "violent-crime",
        "property-crime",
        "homicide",
        "rape",
        "robbery",
        "aggravated-assault",
        "burglary",
        "larceny",
        "motor-vehicle-theft",
        "arson"
      ],
      "type": "string",
      "description": "FBI UCR offense category. violent-crime (murder+rape+robbery+assault), property-crime (burglary+larceny+auto+arson), or individual offense type"
    }
  },
  "additionalProperties": false
}

fbi.crime.national_offenses

Retrieve monthly national Uniform Crime Reporting (UCR) crime statistics from the FBI Crime Data Explorer. Returns raw offense counts, rates per 100,000 population, and clearance counts by month for the requested offense type and date range. Offense types include violent-crime, property-crime, homicide, rape, robbery, aggravated-assault, burglary, larceny, motor-vehicle-theft, and arson. Data covers the full US participating law-enforcement agencies (95%+ population coverage). Source: FBI UCR / CDE, US Gov public domain, api.data.gov, no auth required.

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Argument	Type	Description
to_month	string	End month in MM-YYYY format (e.g. 12-2022). Defaults to last full year.
from_month	string	Start month in MM-YYYY format (e.g. 01-2019). Data available from 01-1979.
offense_type*	string	FBI UCR offense category. violent-crime (murder+rape+robbery+assault), property-crime (burglary+larceny+auto+arson), or individual offense type

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "offense_type"
  ],
  "properties": {
    "to_month": {
      "type": "string",
      "pattern": "^\\d{2}-\\d{4}$",
      "description": "End month in MM-YYYY format (e.g. 12-2022). Defaults to last full year."
    },
    "from_month": {
      "type": "string",
      "pattern": "^\\d{2}-\\d{4}$",
      "description": "Start month in MM-YYYY format (e.g. 01-2019). Data available from 01-1979."
    },
    "offense_type": {
      "enum": [
        "violent-crime",
        "property-crime",
        "homicide",
        "rape",
        "robbery",
        "aggravated-assault",
        "burglary",
        "larceny",
        "motor-vehicle-theft",
        "arson"
      ],
      "type": "string",
      "description": "FBI UCR offense category. violent-crime (murder+rape+robbery+assault), property-crime (burglary+larceny+auto+arson), or individual offense type"
    }
  },
  "additionalProperties": false
}

fbi.crime.state_annual

Retrieve state-level annual crime totals from FBI UCR data with national comparison, aggregated from monthly reporting. Returns year-by-year offense counts, rates, clearances, and clearance rates for both the specified state and the national average. Perfect for tracking state crime trends over time and comparing against the national picture. Supports 50 states + DC (2-letter code) and multi-decade date ranges back to 1979. Source: FBI UCR / CDE, US Gov public domain, no auth required.

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Argument	Type	Description
state*	string	Two-letter US state abbreviation (e.g. CA, TX, NY, FL). All 50 states + DC supported.
to_year	integer	End year for annual trend data inclusive (e.g. 2022). Defaults to last full year.
from_year	integer	Start year for annual trend data (e.g. 2010). Data available from 1979.
offense_type*	string	FBI UCR offense category. violent-crime (murder+rape+robbery+assault), property-crime (burglary+larceny+auto+arson), or individual offense type

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state",
    "offense_type"
  ],
  "properties": {
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state abbreviation (e.g. CA, TX, NY, FL). All 50 states + DC supported."
    },
    "to_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1979,
      "description": "End year for annual trend data inclusive (e.g. 2022). Defaults to last full year."
    },
    "from_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1979,
      "description": "Start year for annual trend data (e.g. 2010). Data available from 1979."
    },
    "offense_type": {
      "enum": [
        "violent-crime",
        "property-crime",
        "homicide",
        "rape",
        "robbery",
        "aggravated-assault",
        "burglary",
        "larceny",
        "motor-vehicle-theft",
        "arson"
      ],
      "type": "string",
      "description": "FBI UCR offense category. violent-crime (murder+rape+robbery+assault), property-crime (burglary+larceny+auto+arson), or individual offense type"
    }
  },
  "additionalProperties": false
}

fbi.crime.state_offenses

Retrieve monthly state-level UCR crime statistics from the FBI Crime Data Explorer, including a side-by-side national comparison. Returns offense counts, rates per 100,000 people, and clearance counts for both the requested state and the national average. Supports all 50 US states and DC (use 2-letter abbreviation, e.g. CA, TX, NY). Same 10 offense types as the national endpoint. Ideal for comparing a state's crime rate against the national benchmark. Source: FBI UCR / CDE, US Gov public domain, no auth required.

read-only

Argument	Type	Description
state*	string	Two-letter US state abbreviation (e.g. CA, TX, NY, FL). All 50 states + DC supported.
to_month	string	End month in MM-YYYY format (e.g. 12-2022). Defaults to last full year.
from_month	string	Start month in MM-YYYY format (e.g. 01-2019). Data available from 01-1979.
offense_type*	string	FBI UCR offense category. violent-crime (murder+rape+robbery+assault), property-crime (burglary+larceny+auto+arson), or individual offense type

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state",
    "offense_type"
  ],
  "properties": {
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state abbreviation (e.g. CA, TX, NY, FL). All 50 states + DC supported."
    },
    "to_month": {
      "type": "string",
      "pattern": "^\\d{2}-\\d{4}$",
      "description": "End month in MM-YYYY format (e.g. 12-2022). Defaults to last full year."
    },
    "from_month": {
      "type": "string",
      "pattern": "^\\d{2}-\\d{4}$",
      "description": "Start month in MM-YYYY format (e.g. 01-2019). Data available from 01-1979."
    },
    "offense_type": {
      "enum": [
        "violent-crime",
        "property-crime",
        "homicide",
        "rape",
        "robbery",
        "aggravated-assault",
        "burglary",
        "larceny",
        "motor-vehicle-theft",
        "arson"
      ],
      "type": "string",
      "description": "FBI UCR offense category. violent-crime (murder+rape+robbery+assault), property-crime (burglary+larceny+auto+arson), or individual offense type"
    }
  },
  "additionalProperties": false
}

fbiwanted.persons.by_category

Browse FBI wanted posters by category: Ten Most Wanted Fugitives, Most Wanted Fraudsters, kidnappings, missing persons, seeking-information cases, Endangered Child Alert Program, or law-enforcement-assistance requests. Returns the same subject detail as fbiwanted.persons.search (api.fbi.gov)

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
category*	string	Poster category: "ten" (Ten Most Wanted Fugitives), "fraudster" (Most Wanted Fraudsters), "kidnapping", "missing" (missing persons), "information" (seeking information), "ecap" (Endangered Child Alert Program), "law-enforcement-assistance", or "default" (general wanted).
page_size	integer	Results per page (default 20, max 50).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "category"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "category": {
      "enum": [
        "ten",
        "fraudster",
        "kidnapping",
        "missing",
        "information",
        "ecap",
        "law-enforcement-assistance",
        "default"
      ],
      "type": "string",
      "description": "Poster category: \"ten\" (Ten Most Wanted Fugitives), \"fraudster\" (Most Wanted Fraudsters), \"kidnapping\", \"missing\" (missing persons), \"information\" (seeking information), \"ecap\" (Endangered Child Alert Program), \"law-enforcement-assistance\", or \"default\" (general wanted)."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 20, max 50)."
    }
  },
  "additionalProperties": false
}

fbiwanted.persons.recent

Get the most recently published FBI wanted posters, newest first, optionally restricted to one FBI field office. Useful for monitoring newly added subjects (api.fbi.gov, public US Government data)

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Argument	Type	Description
page_size	integer	Number of most recently published entries to return (default 20, max 50).
field_office	string	Restrict to a specific FBI field office slug (e.g. "seattle", "miami", "losangeles").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of most recently published entries to return (default 20, max 50)."
    },
    "field_office": {
      "type": "string",
      "description": "Restrict to a specific FBI field office slug (e.g. \"seattle\", \"miami\", \"losangeles\")."
    }
  },
  "additionalProperties": false
}

fbiwanted.persons.search

Search the FBI Wanted API for wanted persons, fugitives, and missing/victim listings. Filter by name, FBI field office, sex, race, or person classification. Returns title, charges, physical description, reward, field offices, and photos for each match (api.fbi.gov, public US Government data)

read-only

Argument	Type	Description
sex	string	Filter by sex (lowercase values only).
page	integer	Page number for pagination (default 1).
race	string	Filter by race, lowercase (e.g. "white", "black", "hispanic", "asian", "native").
title	string	Filter by name/title, partial case-insensitive match (e.g. "smith").
page_size	integer	Results per page (default 20, max 50).
field_office	string	Filter by FBI field office slug handling the case (e.g. "seattle", "miami", "losangeles").
person_classification	string	Filter by classification, e.g. "Main" (the wanted subject) or "Victim".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sex": {
      "enum": [
        "male",
        "female"
      ],
      "type": "string",
      "description": "Filter by sex (lowercase values only)."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "race": {
      "type": "string",
      "description": "Filter by race, lowercase (e.g. \"white\", \"black\", \"hispanic\", \"asian\", \"native\")."
    },
    "title": {
      "type": "string",
      "description": "Filter by name/title, partial case-insensitive match (e.g. \"smith\")."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 20, max 50)."
    },
    "field_office": {
      "type": "string",
      "description": "Filter by FBI field office slug handling the case (e.g. \"seattle\", \"miami\", \"losangeles\")."
    },
    "person_classification": {
      "type": "string",
      "description": "Filter by classification, e.g. \"Main\" (the wanted subject) or \"Victim\"."
    }
  },
  "additionalProperties": false
}

fcc.geo.block_fips

Look up the US Census Block FIPS code, county FIPS, and state for any US latitude/longitude coordinate using the FCC Census Block API. Returns the 15-digit Block FIPS (state + county + tract + block), bounding box, county name, and state code. Useful for determining which regulatory jurisdiction, broadband program, or census reporting area a location falls within. No API key required.

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Argument	Type	Description
latitude*	number	Latitude of the location (e.g. 38.9072).
longitude*	number	Longitude of the location (e.g. -77.0369).
census_year	string	Census year for block boundaries: "2000", "2010", or "2020" (default current).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "description": "Latitude of the location (e.g. 38.9072)."
    },
    "longitude": {
      "type": "number",
      "description": "Longitude of the location (e.g. -77.0369)."
    },
    "census_year": {
      "enum": [
        "2000",
        "2010",
        "2020"
      ],
      "type": "string",
      "description": "Census year for block boundaries: \"2000\", \"2010\", or \"2020\" (default current)."
    }
  },
  "additionalProperties": false
}

fcc.regulatory.proceeding_detail

Get full details of a specific FCC proceeding by docket number from ECFS. Returns the description, bureau, type (Rulemaking vs Docket), open/closed status, filing count, and all key dates (created, NPRM, public notice). Use after fcc.regulatory.search_proceedings to get full details of a specific docket.

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Argument	Type	Description
docket*	string	FCC docket number to look up (e.g. "17-108" for Restoring Internet Freedom, "22-461" for broadband rules).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "docket"
  ],
  "properties": {
    "docket": {
      "type": "string",
      "description": "FCC docket number to look up (e.g. \"17-108\" for Restoring Internet Freedom, \"22-461\" for broadband rules)."
    }
  },
  "additionalProperties": false
}

fcc.regulatory.search_filings

Search FCC regulatory filings, public comments, and orders within ECFS proceedings. Returns filer names, law firms, submission types, document links, and dates. Use to find public comments on FCC rules, industry petitions, and official orders. Filter by docket number (e.g. "17-108" for Restoring Internet Freedom, "22-461" for broadband) or browse recent filings.

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Argument	Type	Description
sort	string	Sort field and direction (e.g. "date_received,DESC" or "date_disseminated,ASC"). Default: newest received first.
limit	integer	Number of filings to return (default 10, max 25).
docket	string	FCC docket/proceeding number to filter filings by (e.g. "17-108", "22-461", "21-93").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "type": "string",
      "description": "Sort field and direction (e.g. \"date_received,DESC\" or \"date_disseminated,ASC\"). Default: newest received first."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of filings to return (default 10, max 25)."
    },
    "docket": {
      "type": "string",
      "description": "FCC docket/proceeding number to filter filings by (e.g. \"17-108\", \"22-461\", \"21-93\")."
    }
  },
  "additionalProperties": false
}

fcc.regulatory.search_proceedings

Search FCC regulatory proceedings and rulemaking dockets from the Electronic Comment Filing System (ECFS). Returns docket numbers, descriptions, bureaus, filing counts, and dates. Use to research telecom regulatory actions on topics like net neutrality, spectrum allocation, broadband deployment, and consumer protection. Filter by bureau (WC, MB, WTB, OET) or keyword.

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Argument	Type	Description
q	string	Free-text search query across proceeding descriptions (e.g. "net neutrality", "broadband", "spectrum").
sort	string	Sort field and direction (e.g. "date_proceeding_created,DESC" or "total_filing_count,DESC"). Default: newest first.
limit	integer	Number of proceedings to return (default 10, max 25).
bureau	string	FCC bureau code to filter by (e.g. "WC" Wireline, "MB" Media, "WTB" Wireless, "OET" Engineering).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Free-text search query across proceeding descriptions (e.g. \"net neutrality\", \"broadband\", \"spectrum\")."
    },
    "sort": {
      "type": "string",
      "description": "Sort field and direction (e.g. \"date_proceeding_created,DESC\" or \"total_filing_count,DESC\"). Default: newest first."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of proceedings to return (default 10, max 25)."
    },
    "bureau": {
      "type": "string",
      "description": "FCC bureau code to filter by (e.g. \"WC\" Wireline, \"MB\" Media, \"WTB\" Wireless, \"OET\" Engineering)."
    }
  },
  "additionalProperties": false
}

fda_openfda.reference.ndc_directory

Search the FDA National Drug Code Directory — 137,000+ marketed US drug products. Returns product NDC, generic/brand name, labeler (manufacturer), active ingredients and strengths, dosage form, route of administration, marketing category, pharm class, and DEA schedule. Filter using Lucene syntax: generic_name:"ibuprofen" or product_ndc:"0069-2587". Useful for drug identification, manufacturer lookup, and dosage-form/ingredient research by NDC code or name. Source: FDA NDC Directory, US public domain.

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Argument	Type	Description
skip	integer	Number of records to skip for pagination (default 0).
limit	integer	Number of records to return (1–99, default 10).
search	string	OpenFDA search expression using Lucene syntax. Single field: brand_name:"tylenol" or classification:"Class I". Combined: generic_name:"ibuprofen"+AND+dosage_form:"TABLET". Omit to return recent records sorted by date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of records to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 99,
      "minimum": 1,
      "description": "Number of records to return (1–99, default 10)."
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search expression using Lucene syntax. Single field: brand_name:\"tylenol\" or classification:\"Class I\". Combined: generic_name:\"ibuprofen\"+AND+dosage_form:\"TABLET\". Omit to return recent records sorted by date."
    }
  },
  "additionalProperties": false
}

fda_openfda.safety.drug_recalls

Search FDA drug recall enforcement records — 17,000+ drug recall actions. Returns recall classification (Class I=serious/Class II/Class III), status (Ongoing/Terminated/Completed), reason for recall, recalling firm, product description, distribution pattern, and recall initiation date. Filter using Lucene syntax: recalling_firm:"Pfizer" or classification:"Class I". Distinct from device recalls (openfda_devices.recalls) and food recalls (health.food_enforcement) — this covers drug products only. Source: FDA drug enforcement database, US public domain.

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Argument	Type	Description
skip	integer	Number of records to skip for pagination (default 0).
limit	integer	Number of records to return (1–99, default 10).
search	string	OpenFDA search expression using Lucene syntax. Single field: brand_name:"tylenol" or classification:"Class I". Combined: generic_name:"ibuprofen"+AND+dosage_form:"TABLET". Omit to return recent records sorted by date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of records to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 99,
      "minimum": 1,
      "description": "Number of records to return (1–99, default 10)."
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search expression using Lucene syntax. Single field: brand_name:\"tylenol\" or classification:\"Class I\". Combined: generic_name:\"ibuprofen\"+AND+dosage_form:\"TABLET\". Omit to return recent records sorted by date."
    }
  },
  "additionalProperties": false
}

fda_openfda.safety.food_adverse_events

Search the FDA CAERS database of consumer-reported adverse events for foods and dietary supplements. Returns reported reactions, outcomes (hospitalization, death, etc.), implicated product names and industry, and consumer demographics (age, gender). Filter using Lucene syntax: products.industry_name:"Vit/Min/Prot/Unconv Diet(Human/Animal)" or reactions:"NAUSEA". Distinct from food recall enforcement (health.food_enforcement) — this covers consumer-reported illness/injury, not manufacturer recalls. Source: FDA CAERS database, US public domain.

read-only

Argument	Type	Description
skip	integer	Number of records to skip for pagination (default 0).
limit	integer	Number of records to return (1–99, default 10).
search	string	OpenFDA search expression using Lucene syntax. Single field: brand_name:"tylenol" or classification:"Class I". Combined: generic_name:"ibuprofen"+AND+dosage_form:"TABLET". Omit to return recent records sorted by date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of records to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 99,
      "minimum": 1,
      "description": "Number of records to return (1–99, default 10)."
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search expression using Lucene syntax. Single field: brand_name:\"tylenol\" or classification:\"Class I\". Combined: generic_name:\"ibuprofen\"+AND+dosage_form:\"TABLET\". Omit to return recent records sorted by date."
    }
  },
  "additionalProperties": false
}

fdic.institutions.details

Get full regulatory profile for an FDIC-insured bank by certificate number. Returns address, charter class, regulator, assets, deposits, branches, established date, insurance date, and coordinates.

read-only

Argument	Type	Description
cert*	integer	FDIC certificate number uniquely identifying the institution (obtain via fdic.search)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cert"
  ],
  "properties": {
    "cert": {
      "type": "integer",
      "description": "FDIC certificate number uniquely identifying the institution (obtain via fdic.search)"
    }
  },
  "additionalProperties": false
}

fdic.institutions.failures

Query the FDIC failed bank list. Returns 4,100+ historical bank failures with failure date, assets at closure, acquiring institution, and estimated loss to the Deposit Insurance Fund. Covers all failures since 1934.

read-only

Argument	Type	Description
limit	integer	Number of results to return, max 50 (default 10)
state	string	Two-letter US state code filter (e.g. "CA", "NY", "TX")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return, max 50 (default 10)"
    },
    "state": {
      "type": "string",
      "description": "Two-letter US state code filter (e.g. \"CA\", \"NY\", \"TX\")"
    }
  },
  "additionalProperties": false
}

fdic.institutions.financials

Retrieve quarterly Call Report financial data for an FDIC-insured institution. Returns total assets, deposits, equity, net income, ROA, ROE, net interest margin, and efficiency ratio.

read-only

Argument	Type	Description
cert*	integer	FDIC certificate number for the institution
limit	integer	Number of quarterly periods to return, max 20 (default 4)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cert"
  ],
  "properties": {
    "cert": {
      "type": "integer",
      "description": "FDIC certificate number for the institution"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of quarterly periods to return, max 20 (default 4)"
    }
  },
  "additionalProperties": false
}

fdic.institutions.search

Search 4,300+ FDIC-insured US financial institutions by name, city, state, or charter type. Returns bank name, FDIC certificate number, total assets, deposits, and location. Official US Government data.

read-only

Argument	Type	Description
city	string	City name filter (e.g. "New York", "San Francisco")
name	string	Partial or full institution name to search (e.g. "Chase", "Wells Fargo")
limit	integer	Number of results to return, max 50 (default 10)
state	string	US state name filter (e.g. "California", "New York")
active	boolean	Filter by active status. Default true (only active institutions)
charter_class	string	Charter type: N=national, SM=state member, NM=state nonmember, SB=savings bank, OI=OCC-supervised

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "City name filter (e.g. \"New York\", \"San Francisco\")"
    },
    "name": {
      "type": "string",
      "description": "Partial or full institution name to search (e.g. \"Chase\", \"Wells Fargo\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return, max 50 (default 10)"
    },
    "state": {
      "type": "string",
      "description": "US state name filter (e.g. \"California\", \"New York\")"
    },
    "active": {
      "type": "boolean",
      "description": "Filter by active status. Default true (only active institutions)"
    },
    "charter_class": {
      "enum": [
        "N",
        "SM",
        "NM",
        "SB",
        "OI"
      ],
      "type": "string",
      "description": "Charter type: N=national, SM=state member, NM=state nonmember, SB=savings bank, OI=OCC-supervised"
    }
  },
  "additionalProperties": false
}

federalregister.agencies.search

Search or list US federal government agencies tracked by the Federal Register (name, short name, slug, parent agency). Use the returned slug to filter federalregister.search by agency. Data: federalregister.gov (GPO/NARA), no auth required.

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Argument	Type	Description
max	integer	Maximum number of agencies to return (1-50, default 20).
query	string	Filter agencies by name substring, case-insensitive (e.g. "environmental"). Omit to list top agencies.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "max": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of agencies to return (1-50, default 20)."
    },
    "query": {
      "type": "string",
      "description": "Filter agencies by name substring, case-insensitive (e.g. \"environmental\"). Omit to list top agencies."
    }
  },
  "additionalProperties": false
}

federalregister.documents.detail

Get full detail for a single Federal Register document by its document number — abstract, action, agencies, CFR references, docket IDs, effective date, comment deadline, citation, and links to HTML/PDF/XML full text. Data: federalregister.gov (GPO/NARA), no auth required.

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Argument	Type	Description
document_number*	string	Federal Register document number, e.g. "2026-17477". Obtained from federalregister.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "document_number"
  ],
  "properties": {
    "document_number": {
      "type": "string",
      "minLength": 1,
      "description": "Federal Register document number, e.g. \"2026-17477\". Obtained from federalregister.search results."
    }
  },
  "additionalProperties": false
}

federalregister.documents.public_inspection

Get documents currently on public inspection at the Federal Register — filed but not yet officially published, available ahead of their scheduled publication date. Optionally filter by agency name. Data: federalregister.gov (GPO/NARA), no auth required.

read-only

Argument	Type	Description
max	integer	Maximum number of documents to return (1-100, default 20).
agency	string	Filter by agency name substring, case-insensitive (e.g. "postal"). Omit to return all currently filed documents.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "max": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of documents to return (1-100, default 20)."
    },
    "agency": {
      "type": "string",
      "description": "Filter by agency name substring, case-insensitive (e.g. \"postal\"). Omit to return all currently filed documents."
    }
  },
  "additionalProperties": false
}

federalregister.documents.search

Search official US Federal Register documents (final rules, proposed rules, notices, presidential documents) by full-text term, agency, document type, and publication date range. Returns document number, title, abstract, type, agencies, and links. Data: federalregister.gov (GPO/NARA), no auth required.

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 1).
term	string	Full-text search term (e.g. "climate", "artificial intelligence").
type	string	Document type: RULE (final rule), PRORULE (proposed rule), NOTICE, or PRESDOCU (presidential document).
order	string	Result ordering (default "newest").
per_page	integer	Results per page, 1-100 (default 20).
agency_slug	string	Restrict results to one agency, by its slug (e.g. "environmental-protection-agency"). Look up slugs with federalregister.agencies.
publication_date_gte	string	Only documents published on/after this date, format YYYY-MM-DD.
publication_date_lte	string	Only documents published on/before this date, format YYYY-MM-DD.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "term": {
      "type": "string",
      "description": "Full-text search term (e.g. \"climate\", \"artificial intelligence\")."
    },
    "type": {
      "enum": [
        "RULE",
        "PRORULE",
        "NOTICE",
        "PRESDOCU"
      ],
      "type": "string",
      "description": "Document type: RULE (final rule), PRORULE (proposed rule), NOTICE, or PRESDOCU (presidential document)."
    },
    "order": {
      "enum": [
        "relevance",
        "newest",
        "oldest",
        "executive_order_number"
      ],
      "type": "string",
      "description": "Result ordering (default \"newest\")."
    },
    "per_page": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Results per page, 1-100 (default 20)."
    },
    "agency_slug": {
      "type": "string",
      "description": "Restrict results to one agency, by its slug (e.g. \"environmental-protection-agency\"). Look up slugs with federalregister.agencies."
    },
    "publication_date_gte": {
      "type": "string",
      "description": "Only documents published on/after this date, format YYYY-MM-DD."
    },
    "publication_date_lte": {
      "type": "string",
      "description": "Only documents published on/before this date, format YYYY-MM-DD."
    }
  },
  "additionalProperties": false
}

fema.disaster.assistance

Query federal disaster housing assistance data by state and disaster number. Returns registration counts, average damage, total inspected, approved amounts by county. Useful for disaster recovery analysis and aid distribution research. Source: OpenFEMA.

read-only

Argument	Type	Description
limit	integer	Number of results (1-50, default 10)
state*	string	US state code (e.g. TX, FL, CA)
disaster_number	integer	FEMA disaster number to filter (e.g. 4673)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results (1-50, default 10)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state code (e.g. TX, FL, CA)"
    },
    "disaster_number": {
      "type": "integer",
      "description": "FEMA disaster number to filter (e.g. 4673)"
    }
  },
  "additionalProperties": false
}

fema.disaster.declarations

Search US federal disaster declarations from 1953 to present. Filter by state, incident type (Fire, Flood, Hurricane, Tornado, Earthquake), and year. Returns disaster number, title, dates, designated programs (IA, PA, HM). Source: OpenFEMA (US Gov open data).

read-only

Argument	Type	Description
year	integer	Filter by declaration year (1953-2026)
limit	integer	Number of results (1-50, default 10)
state	string	US state code (e.g. CA, TX, FL). Omit for all states.
incident_type	string	Disaster type to filter (e.g. Fire, Flood, Hurricane)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2026,
      "minimum": 1953,
      "description": "Filter by declaration year (1953-2026)"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results (1-50, default 10)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state code (e.g. CA, TX, FL). Omit for all states."
    },
    "incident_type": {
      "enum": [
        "Fire",
        "Flood",
        "Hurricane",
        "Tornado",
        "Earthquake",
        "Severe Storm(s)",
        "Snow",
        "Drought",
        "Typhoon",
        "Biological",
        "Other"
      ],
      "type": "string",
      "description": "Disaster type to filter (e.g. Fire, Flood, Hurricane)"
    }
  },
  "additionalProperties": false
}

fema.disaster.flood_claims

Retrieve National Flood Insurance Program (NFIP) claims by state and year. Returns flood zone, building/contents payments, insurance coverage amounts, cause of damage. Essential for flood risk assessment and insurance analysis. Source: OpenFEMA.

read-only

Argument	Type	Description
year	integer	Year of loss to filter (e.g. 2024)
limit	integer	Number of results (1-50, default 10)
state*	string	US state code (e.g. FL, TX, LA)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2026,
      "minimum": 1970,
      "description": "Year of loss to filter (e.g. 2024)"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results (1-50, default 10)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state code (e.g. FL, TX, LA)"
    }
  },
  "additionalProperties": false
}

figi.finance.filter

Filter financial instruments by exchange code, market sector (Equity/Corp/Govt/Index/Curncy/Comdty), or security type (Common Stock/ETP/REIT/ADR). Browse instrument universe by structured criteria. Bloomberg OpenFIGI.

read-only

Argument	Type	Description
exchange_code	string	Exchange code (e.g. US, LN, HK, JP)
market_sector	string	Market sector (e.g. Equity, Corp, Govt, Index, Curncy, Comdty)
security_type	string	Security type (e.g. "Common Stock", "ETP", "REIT", "ADR")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "exchange_code": {
      "type": "string",
      "description": "Exchange code (e.g. US, LN, HK, JP)"
    },
    "market_sector": {
      "type": "string",
      "description": "Market sector (e.g. Equity, Corp, Govt, Index, Curncy, Comdty)"
    },
    "security_type": {
      "type": "string",
      "description": "Security type (e.g. \"Common Stock\", \"ETP\", \"REIT\", \"ADR\")"
    }
  },
  "additionalProperties": false
}

figi.finance.map

Resolve financial instrument identifiers — ISIN, CUSIP, SEDOL, or ticker symbol to Bloomberg FIGI (ISO 18774). Returns FIGI, composite FIGI, security name, type, and exchange. 300M+ instruments across 45K+ exchanges. Use ID_ISIN, ID_CUSIP, ID_SEDOL, or TICKER as id_type.

read-only

Argument	Type	Description
id_type*	string	Identifier type: ID_ISIN, ID_CUSIP, ID_SEDOL, TICKER, ID_BB_GLOBAL
id_value*	string	Identifier value (e.g. US0378331005 for ISIN, AAPL for ticker, BBG000B9XRY4 for FIGI)
exchange_code	string	Exchange code to narrow results (e.g. US, LN, JP). Optional.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id_type",
    "id_value"
  ],
  "properties": {
    "id_type": {
      "enum": [
        "ID_ISIN",
        "ID_CUSIP",
        "ID_SEDOL",
        "ID_BB_GLOBAL",
        "TICKER",
        "ID_WERTPAPIER",
        "ID_COMMON"
      ],
      "type": "string",
      "description": "Identifier type: ID_ISIN, ID_CUSIP, ID_SEDOL, TICKER, ID_BB_GLOBAL"
    },
    "id_value": {
      "type": "string",
      "minLength": 1,
      "description": "Identifier value (e.g. US0378331005 for ISIN, AAPL for ticker, BBG000B9XRY4 for FIGI)"
    },
    "exchange_code": {
      "type": "string",
      "description": "Exchange code to narrow results (e.g. US, LN, JP). Optional."
    }
  },
  "additionalProperties": false
}

figi.finance.search

Search 300M+ financial instruments by company name or ticker keyword. Filter by exchange and security type. Returns Bloomberg FIGI, ticker, name, market sector. Covers equities, ETPs, bonds, derivatives globally.

read-only

Argument	Type	Description
query*	string	Search query — company name or ticker (e.g. "Tesla", "Apple Inc", "MSFT")
exchange_code	string	Filter by exchange code (e.g. US, LN, JP)
security_type	string	Filter by security type (e.g. "Common Stock", "ETP", "REIT")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query — company name or ticker (e.g. \"Tesla\", \"Apple Inc\", \"MSFT\")"
    },
    "exchange_code": {
      "type": "string",
      "description": "Filter by exchange code (e.g. US, LN, JP)"
    },
    "security_type": {
      "type": "string",
      "description": "Filter by security type (e.g. \"Common Stock\", \"ETP\", \"REIT\")"
    }
  },
  "additionalProperties": false
}

figshare.articles.details

Get full metadata for a Figshare research article by its article_id (from figshare.search): description, citation, authors with ORCID IDs, tags, subject categories, license, version, publish/modified dates, and downloadable files with direct download URLs, sizes, and MIME types. Data: Figshare.com, CC-licensed research outputs, no auth required.

read-only

Argument	Type	Description
article_id*	integer	Figshare article ID (e.g. 33350571) — obtained from figshare.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "article_id"
  ],
  "properties": {
    "article_id": {
      "type": "integer",
      "minimum": 1,
      "description": "Figshare article ID (e.g. 33350571) — obtained from figshare.search results."
    }
  },
  "additionalProperties": false
}

figshare.articles.search

Search Figshare's open research repository for datasets, figures, papers, preprints, media, and other research outputs, e.g. "soil moisture" or "gene expression". Filter by free-text query, exact DOI, or research output type (dataset, figure, journal_contribution, preprint, thesis, software, etc.), sorted by publication date. Returns each article's id (for use with figshare.article_details), title, DOI, item type, publish date, and URL. Data: Figshare.com, CC-licensed research outputs, no auth required.

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Argument	Type	Description
doi	string	Filter by exact DOI (e.g. "10.6084/m9.figshare.33350571.v1").
page	integer	Page number for pagination (default 1).
query	string	Free-text search across title, description, and author (e.g. "soil moisture", "gene expression").
item_type	string	Filter by research output type: figure, media, dataset, poster, journal_contribution, presentation, thesis, software, online_resource, preprint, book, or conference_contribution.
page_size	integer	Results per page (default 10, max 50).
order_direction	string	Sort direction by published date (default "desc" — newest first).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "doi": {
      "type": "string",
      "description": "Filter by exact DOI (e.g. \"10.6084/m9.figshare.33350571.v1\")."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "query": {
      "type": "string",
      "description": "Free-text search across title, description, and author (e.g. \"soil moisture\", \"gene expression\")."
    },
    "item_type": {
      "enum": [
        "figure",
        "media",
        "dataset",
        "poster",
        "journal_contribution",
        "presentation",
        "thesis",
        "software",
        "online_resource",
        "preprint",
        "book",
        "conference_contribution"
      ],
      "type": "string",
      "description": "Filter by research output type: figure, media, dataset, poster, journal_contribution, presentation, thesis, software, online_resource, preprint, book, or conference_contribution."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 10, max 50)."
    },
    "order_direction": {
      "enum": [
        "asc",
        "desc"
      ],
      "type": "string",
      "description": "Sort direction by published date (default \"desc\" — newest first)."
    }
  },
  "additionalProperties": false
}

figshare.taxonomy.categories

Browse or search Figshare's subject taxonomy (2000+ categories, e.g. "Ecohydrology", "Agricultural biotechnology") used to classify research articles. Optionally filter by a free-text title query. Returns category id, title, parent_id, and taxonomy path — useful for understanding how Figshare organizes research by subject area. Data: Figshare.com, no auth required.

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Argument	Type	Description
limit	integer	Max categories to return (default 50, max 200).
query	string	Optional free-text filter on category/subject title (e.g. "ecology", "biotechnology"). Omit to browse the full taxonomy.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Max categories to return (default 50, max 200)."
    },
    "query": {
      "type": "string",
      "description": "Optional free-text filter on category/subject title (e.g. \"ecology\", \"biotechnology\"). Omit to browse the full taxonomy."
    }
  },
  "additionalProperties": false
}

finance.banking.iban

Validate an IBAN number and get associated bank data — BIC/SWIFT code, bank name, city (OpenIBAN)

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Argument	Type	Description
iban*	string	IBAN to validate (e.g. "DE89370400440532013000"). Spaces are stripped automatically.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "iban"
  ],
  "properties": {
    "iban": {
      "type": "string",
      "maxLength": 34,
      "minLength": 15,
      "description": "IBAN to validate (e.g. \"DE89370400440532013000\"). Spaces are stripped automatically."
    }
  },
  "additionalProperties": false
}

finance.bcb.cdi

Brazilian CDI daily rate (series 12) — last N observations from BCB SGS. ODbL

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Argument	Type	Description
last_n	integer	Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months."
    }
  },
  "additionalProperties": false
}

finance.bcb.eur_brl

Brazilian Real / Euro daily exchange rate (series 21619) — last N observations from BCB SGS. ODbL

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Argument	Type	Description
last_n	integer	Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months."
    }
  },
  "additionalProperties": false
}

finance.bcb.ipca

Brazilian IPCA monthly inflation rate (series 433) — last N observations from BCB SGS. ODbL

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Argument	Type	Description
last_n	integer	Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months."
    }
  },
  "additionalProperties": false
}

finance.bcb.selic

Brazilian SELIC daily interest rate (series 11) — last N observations from BCB SGS. ODbL

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Argument	Type	Description
last_n	integer	Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months."
    }
  },
  "additionalProperties": false
}

finance.bcb.selic_target

COPOM-set SELIC target rate (series 4389) — Brazilian central bank policy decisions. BCB SGS ODbL

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Argument	Type	Description
last_n	integer	Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months."
    }
  },
  "additionalProperties": false
}

finance.bcb.usd_brl

Brazilian Real / US Dollar daily exchange rate (series 1) — last N observations from BCB SGS. ODbL

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Argument	Type	Description
last_n	integer	Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of most recent observations to return (default 30, max 500). For daily series this is days; for monthly (IPCA) it is months."
    }
  },
  "additionalProperties": false
}

finance.currency.ecb

Get official European Central Bank reference exchange rates for ~33 fiat currencies (Frankfurter/ECB)

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Argument	Type	Description
base*	string	Base currency code, uppercase (e.g. "USD", "EUR"). ~33 ECB currencies.
date	string	Historical date in YYYY-MM-DD format. Omit for latest ECB rates.
currencies	array	Filter to specific target currencies (e.g. ["EUR","GBP"]). Omit for all ECB currencies.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "base"
  ],
  "properties": {
    "base": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Base currency code, uppercase (e.g. \"USD\", \"EUR\"). ~33 ECB currencies."
    },
    "date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Historical date in YYYY-MM-DD format. Omit for latest ECB rates."
    },
    "currencies": {
      "type": "array",
      "items": {
        "type": "string",
        "description": "Currency code (e.g. \"EUR\", \"GBP\", \"JPY\")"
      },
      "maxItems": 33,
      "description": "Filter to specific target currencies (e.g. [\"EUR\",\"GBP\"]). Omit for all ECB currencies."
    }
  },
  "additionalProperties": false
}

finance.currency.rates

Get currency exchange rates for 200+ fiat and crypto currencies with optional historical dates (fawazahmed0 CDN)

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Argument	Type	Description
base*	string	Base currency code (e.g. "usd", "eur", "btc"). Lowercase. 200+ currencies supported.
date	string	Historical date in YYYY-MM-DD format. Omit for latest rates.
currencies	array	Filter to specific target currencies (e.g. ["eur","gbp"]). Omit for all.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "base"
  ],
  "properties": {
    "base": {
      "type": "string",
      "maxLength": 10,
      "minLength": 2,
      "description": "Base currency code (e.g. \"usd\", \"eur\", \"btc\"). Lowercase. 200+ currencies supported."
    },
    "date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Historical date in YYYY-MM-DD format. Omit for latest rates."
    },
    "currencies": {
      "type": "array",
      "items": {
        "type": "string",
        "description": "Currency code (e.g. \"eur\", \"gbp\", \"jpy\")"
      },
      "maxItems": 50,
      "description": "Filter to specific target currencies (e.g. [\"eur\",\"gbp\"]). Omit for all."
    }
  },
  "additionalProperties": false
}

finance.edgar.company_facts

XBRL financial facts for a US public company — revenue, net income, assets, liabilities, equity, EPS, cash, operating income. Returns last 5 reporting periods per metric with form type and date. Structured data from 10-K/10-Q filings (SEC EDGAR)

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Argument	Type	Description
cik*	string	SEC CIK number (e.g. "320193" for Apple). Returns XBRL financial facts: revenue, net income, assets, liabilities

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cik"
  ],
  "properties": {
    "cik": {
      "type": "string",
      "minLength": 1,
      "description": "SEC CIK number (e.g. \"320193\" for Apple). Returns XBRL financial facts: revenue, net income, assets, liabilities"
    }
  },
  "additionalProperties": false
}

finance.edgar.company_search

Search US public companies and SEC filings by name, ticker, or keyword. Returns company name, CIK number, form type, filing date. Covers all companies registered with the US Securities and Exchange Commission (SEC EDGAR)

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Argument	Type	Description
limit	integer	Max results to return (default 10, max 50)
query*	string	Company name, ticker, or keyword to search (e.g. "Apple Inc", "TSLA", "artificial intelligence")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max results to return (default 10, max 50)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Company name, ticker, or keyword to search (e.g. \"Apple Inc\", \"TSLA\", \"artificial intelligence\")"
    }
  },
  "additionalProperties": false
}

finance.edgar.filings

List recent SEC filings for a company by CIK number — 10-K (annual), 10-Q (quarterly), 8-K (events), proxy statements. Returns form type, filing date, document URL, description. Up to 1000 filings per company (SEC EDGAR)

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Argument	Type	Description
cik*	string	SEC CIK number (e.g. "320193" for Apple, "789019" for Microsoft). Find via company_search

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cik"
  ],
  "properties": {
    "cik": {
      "type": "string",
      "minLength": 1,
      "description": "SEC CIK number (e.g. \"320193\" for Apple, \"789019\" for Microsoft). Find via company_search"
    }
  },
  "additionalProperties": false
}

finance.edgar.xbrl_concept

Complete history of any XBRL financial concept (Revenues, NetIncomeLoss, Assets, EPS) for a company across all SEC filings. Returns up to 20 most recent values with period dates, form type, fiscal year. Free alternative to Bloomberg for historical financials.

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Argument	Type	Description
cik*	string	SEC CIK number (e.g. "320193" for Apple, "789019" for Microsoft)
tag*	string	XBRL concept tag (e.g. Revenues, NetIncomeLoss, Assets, EarningsPerShareBasic)
taxonomy	string	XBRL taxonomy (default: us-gaap). Other: ifrs-full, dei, srt

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cik",
    "tag"
  ],
  "properties": {
    "cik": {
      "type": "string",
      "minLength": 1,
      "description": "SEC CIK number (e.g. \"320193\" for Apple, \"789019\" for Microsoft)"
    },
    "tag": {
      "type": "string",
      "minLength": 1,
      "description": "XBRL concept tag (e.g. Revenues, NetIncomeLoss, Assets, EarningsPerShareBasic)"
    },
    "taxonomy": {
      "type": "string",
      "description": "XBRL taxonomy (default: us-gaap). Other: ifrs-full, dei, srt"
    }
  },
  "additionalProperties": false
}

finance.edgar.xbrl_frames

Compare a financial metric across ALL SEC-reporting companies for a period. Query Revenues for CY2023 → 2,649 companies with values. Top: Walmart $648B, UnitedHealth $371B. Free alternative to Bloomberg/FactSet. Period format: CY2023 (annual), CY2023Q4I (quarterly).

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Argument	Type	Description
tag*	string	XBRL concept tag (e.g. Revenues, NetIncomeLoss, Assets, TotalDebt)
unit	string	Unit of measure (default: USD). Other: USD/shares for EPS, shares for share counts
period*	string	Reporting period: CY2023 (annual), CY2023Q4I (quarterly instant), CY2023Q3 (quarterly duration)
taxonomy	string	XBRL taxonomy (default: us-gaap)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tag",
    "period"
  ],
  "properties": {
    "tag": {
      "type": "string",
      "minLength": 1,
      "description": "XBRL concept tag (e.g. Revenues, NetIncomeLoss, Assets, TotalDebt)"
    },
    "unit": {
      "type": "string",
      "description": "Unit of measure (default: USD). Other: USD/shares for EPS, shares for share counts"
    },
    "period": {
      "type": "string",
      "minLength": 1,
      "description": "Reporting period: CY2023 (annual), CY2023Q4I (quarterly instant), CY2023Q3 (quarterly duration)"
    },
    "taxonomy": {
      "type": "string",
      "description": "XBRL taxonomy (default: us-gaap)"
    }
  },
  "additionalProperties": false
}

finance.eia.electricity

Retail electricity sales/price/revenue by US state and sector (residential, commercial, industrial). Frequency monthly/quarterly/annual. EIA public domain, 5K req/hr

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Argument	Type	Description
end	string	Latest period in same format as `start`.
start	string	Earliest period (e.g. "2020-01" monthly, "2020" annual).
state	string	Optional 2-letter US state code (e.g. "CA", "TX", "NY"). If omitted, returns national + all states.
length	integer	Number of recent observations to return (default 24, max 500).
frequency	string	Time frequency (default "monthly").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end": {
      "type": "string",
      "description": "Latest period in same format as `start`."
    },
    "start": {
      "type": "string",
      "description": "Earliest period (e.g. \"2020-01\" monthly, \"2020\" annual)."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Optional 2-letter US state code (e.g. \"CA\", \"TX\", \"NY\"). If omitted, returns national + all states."
    },
    "length": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of recent observations to return (default 24, max 500)."
    },
    "frequency": {
      "enum": [
        "monthly",
        "quarterly",
        "annual"
      ],
      "type": "string",
      "description": "Time frequency (default \"monthly\")."
    }
  },
  "additionalProperties": false
}

finance.eia.natural_gas

Natural gas residential/commercial/industrial prices by US state. EIA public domain

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Argument	Type	Description
end	string	Latest period.
start	string	Earliest period.
state	string	Optional 2-letter US state code.
length	integer	Number of recent observations (default 24, max 500).
frequency	string	Time frequency (default "monthly").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end": {
      "type": "string",
      "description": "Latest period."
    },
    "start": {
      "type": "string",
      "description": "Earliest period."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Optional 2-letter US state code."
    },
    "length": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of recent observations (default 24, max 500)."
    },
    "frequency": {
      "enum": [
        "monthly",
        "annual"
      ],
      "type": "string",
      "description": "Time frequency (default \"monthly\")."
    }
  },
  "additionalProperties": false
}

finance.eia.petroleum

Spot prices for crude oil and petroleum products: WTI (EPCWTI), Brent (EPCBRENT), Diesel (EPD2D), Regular Gas (EPMRR). Daily/weekly/monthly/annual. EIA public domain

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Argument	Type	Description
end	string	Latest period.
start	string	Earliest period (ISO date or YYYY-MM-DD).
length	integer	Number of recent observations (default 24, max 500).
product	string	Petroleum product code — e.g. "EPCBRENT" (Brent), "EPCWTI" (WTI), "EPD2D" (No. 2 Diesel), "EPMRR" (Regular Gas).
frequency	string	Time frequency (default "daily" for spot prices).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end": {
      "type": "string",
      "description": "Latest period."
    },
    "start": {
      "type": "string",
      "description": "Earliest period (ISO date or YYYY-MM-DD)."
    },
    "length": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of recent observations (default 24, max 500)."
    },
    "product": {
      "type": "string",
      "description": "Petroleum product code — e.g. \"EPCBRENT\" (Brent), \"EPCWTI\" (WTI), \"EPD2D\" (No. 2 Diesel), \"EPMRR\" (Regular Gas)."
    },
    "frequency": {
      "enum": [
        "daily",
        "weekly",
        "monthly",
        "annual"
      ],
      "type": "string",
      "description": "Time frequency (default \"daily\" for spot prices)."
    }
  },
  "additionalProperties": false
}

finance.eia.series

Direct fetch of any EIA total-energy time-series by series ID (e.g. RNGWHHD = Henry Hub spot, ELETPUS = US electricity total). EIA public domain

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Argument	Type	Description
length	integer	Number of recent observations (default 24, max 500).
frequency	string	Time frequency (default "monthly").
series_id*	string	EIA series ID for the total-energy dataset (e.g. "RNGWHHD" Henry Hub spot, "ELETPUS" total US electricity, "TETCBUS" total energy consumption).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "series_id"
  ],
  "properties": {
    "length": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of recent observations (default 24, max 500)."
    },
    "frequency": {
      "enum": [
        "monthly",
        "annual"
      ],
      "type": "string",
      "description": "Time frequency (default \"monthly\")."
    },
    "series_id": {
      "type": "string",
      "minLength": 1,
      "description": "EIA series ID for the total-energy dataset (e.g. \"RNGWHHD\" Henry Hub spot, \"ELETPUS\" total US electricity, \"TETCBUS\" total energy consumption)."
    }
  },
  "additionalProperties": false
}

finance.eurostat.gdp_growth

Annual real GDP growth rate (chain-linked volumes, % change vs previous year) for one EU country. Eurostat dataset tec00115, CC BY 4.0

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Argument	Type	Description
since	string	Earliest period to return — format depends on series frequency: "2020" (annual), "2024-01" (monthly), "2024Q1" (quarterly).
until	string	Latest period to return — same format as `since`.
country	string	Eurostat geo code — 2-letter country (DE, FR, IT, ES, UK, PL, ...) or aggregate ("EU27_2020", "EA20"). One country per call. Default: "EU27_2020".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "since": {
      "type": "string",
      "description": "Earliest period to return — format depends on series frequency: \"2020\" (annual), \"2024-01\" (monthly), \"2024Q1\" (quarterly)."
    },
    "until": {
      "type": "string",
      "description": "Latest period to return — same format as `since`."
    },
    "country": {
      "type": "string",
      "description": "Eurostat geo code — 2-letter country (DE, FR, IT, ES, UK, PL, ...) or aggregate (\"EU27_2020\", \"EA20\"). One country per call. Default: \"EU27_2020\"."
    }
  },
  "additionalProperties": false
}

finance.eurostat.inflation

Monthly HICP annual rate of change (overall index) for one EU country. Eurostat dataset prc_hicp_manr, CC BY 4.0

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Argument	Type	Description
since	string	Earliest period to return — format depends on series frequency: "2020" (annual), "2024-01" (monthly), "2024Q1" (quarterly).
until	string	Latest period to return — same format as `since`.
country	string	Eurostat geo code — 2-letter country (DE, FR, IT, ES, UK, PL, ...) or aggregate ("EU27_2020", "EA20"). One country per call. Default: "EU27_2020".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "since": {
      "type": "string",
      "description": "Earliest period to return — format depends on series frequency: \"2020\" (annual), \"2024-01\" (monthly), \"2024Q1\" (quarterly)."
    },
    "until": {
      "type": "string",
      "description": "Latest period to return — same format as `since`."
    },
    "country": {
      "type": "string",
      "description": "Eurostat geo code — 2-letter country (DE, FR, IT, ES, UK, PL, ...) or aggregate (\"EU27_2020\", \"EA20\"). One country per call. Default: \"EU27_2020\"."
    }
  },
  "additionalProperties": false
}

finance.eurostat.population

Annual population on 1 January for one EU country. Eurostat dataset demo_gind, CC BY 4.0

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Argument	Type	Description
since	string	Earliest period to return — format depends on series frequency: "2020" (annual), "2024-01" (monthly), "2024Q1" (quarterly).
until	string	Latest period to return — same format as `since`.
country	string	Eurostat geo code — 2-letter country (DE, FR, IT, ES, UK, PL, ...) or aggregate ("EU27_2020", "EA20"). One country per call. Default: "EU27_2020".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "since": {
      "type": "string",
      "description": "Earliest period to return — format depends on series frequency: \"2020\" (annual), \"2024-01\" (monthly), \"2024Q1\" (quarterly)."
    },
    "until": {
      "type": "string",
      "description": "Latest period to return — same format as `since`."
    },
    "country": {
      "type": "string",
      "description": "Eurostat geo code — 2-letter country (DE, FR, IT, ES, UK, PL, ...) or aggregate (\"EU27_2020\", \"EA20\"). One country per call. Default: \"EU27_2020\"."
    }
  },
  "additionalProperties": false
}

finance.eurostat.unemployment

Monthly unemployment rate (% of active population, seasonally adjusted, total population) for one EU country (geo code) or aggregate (EU27_2020, EA20). Eurostat dataset une_rt_m, CC BY 4.0

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Argument	Type	Description
since	string	Earliest period to return — format depends on series frequency: "2020" (annual), "2024-01" (monthly), "2024Q1" (quarterly).
until	string	Latest period to return — same format as `since`.
country	string	Eurostat geo code — 2-letter country (DE, FR, IT, ES, UK, PL, ...) or aggregate ("EU27_2020", "EA20"). One country per call. Default: "EU27_2020".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "since": {
      "type": "string",
      "description": "Earliest period to return — format depends on series frequency: \"2020\" (annual), \"2024-01\" (monthly), \"2024Q1\" (quarterly)."
    },
    "until": {
      "type": "string",
      "description": "Latest period to return — same format as `since`."
    },
    "country": {
      "type": "string",
      "description": "Eurostat geo code — 2-letter country (DE, FR, IT, ES, UK, PL, ...) or aggregate (\"EU27_2020\", \"EA20\"). One country per call. Default: \"EU27_2020\"."
    }
  },
  "additionalProperties": false
}

finance.macro.country

Get global development indicators from World Bank — GDP, population, inflation, trade, poverty for 200+ countries

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Argument	Type	Description
per_page	integer	Results per page (default 50, max 1000).
date_range	string	Year or year range (e.g. "2023" or "2010:2023"). Omit for all available years.
country_code*	string	ISO 3166 country code (e.g. "US", "DE", "CHN") or "all" for all countries.
indicator_id*	string	World Bank indicator ID (e.g. "NY.GDP.MKTP.CD" for GDP, "SP.POP.TOTL" for population, "FP.CPI.TOTL.ZG" for inflation).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code",
    "indicator_id"
  ],
  "properties": {
    "per_page": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Results per page (default 50, max 1000)."
    },
    "date_range": {
      "type": "string",
      "description": "Year or year range (e.g. \"2023\" or \"2010:2023\"). Omit for all available years."
    },
    "country_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 2,
      "description": "ISO 3166 country code (e.g. \"US\", \"DE\", \"CHN\") or \"all\" for all countries."
    },
    "indicator_id": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "World Bank indicator ID (e.g. \"NY.GDP.MKTP.CD\" for GDP, \"SP.POP.TOTL\" for population, \"FP.CPI.TOTL.ZG\" for inflation)."
    }
  },
  "additionalProperties": false
}

finance.macro.indicator

Get US economic data from 816K+ FRED series — GDP, CPI, unemployment, interest rates, money supply (Federal Reserve)

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Argument	Type	Description
limit	integer	Maximum number of observations to return (default 100000).
series_id*	string	FRED series ID (e.g. "GDP", "CPIAUCSL", "UNRATE", "DFF", "T10Y2Y"). Browse at fred.stlouisfed.org.
sort_order	string	Sort order by observation date. Default "asc".
observation_end	string	End date for observations in YYYY-MM-DD format.
observation_start	string	Start date for observations in YYYY-MM-DD format.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "series_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100000,
      "minimum": 1,
      "description": "Maximum number of observations to return (default 100000)."
    },
    "series_id": {
      "type": "string",
      "maxLength": 50,
      "minLength": 1,
      "description": "FRED series ID (e.g. \"GDP\", \"CPIAUCSL\", \"UNRATE\", \"DFF\", \"T10Y2Y\"). Browse at fred.stlouisfed.org."
    },
    "sort_order": {
      "enum": [
        "asc",
        "desc"
      ],
      "type": "string",
      "description": "Sort order by observation date. Default \"asc\"."
    },
    "observation_end": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date for observations in YYYY-MM-DD format."
    },
    "observation_start": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date for observations in YYYY-MM-DD format."
    }
  },
  "additionalProperties": false
}

finance.treasury.data

Get US Treasury fiscal data — interest rates on federal debt, national debt, debt outstanding, gold reserves, exchange rates

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Argument	Type	Description
sort	string	Sort field with direction prefix (e.g. "-record_date" for newest first). Default: "-record_date".
filter	string	Filter expression (e.g. "record_date:gte:2024-01-01,security_desc:eq:Treasury Bills"). See Treasury API docs.
endpoint*	string	Treasury dataset endpoint: avg_interest_rates (interest rates on federal debt), debt_to_penny (daily national debt), debt_outstanding (debt by security type), top_federal (top federal spending), gold_reserve (US gold reserves), exchange_rates_report (Treasury exchange rates).
page_size	integer	Number of records per page (default 100, max 10000).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "endpoint"
  ],
  "properties": {
    "sort": {
      "type": "string",
      "description": "Sort field with direction prefix (e.g. \"-record_date\" for newest first). Default: \"-record_date\"."
    },
    "filter": {
      "type": "string",
      "description": "Filter expression (e.g. \"record_date:gte:2024-01-01,security_desc:eq:Treasury Bills\"). See Treasury API docs."
    },
    "endpoint": {
      "enum": [
        "avg_interest_rates",
        "debt_to_penny",
        "debt_outstanding",
        "top_federal",
        "gold_reserve",
        "exchange_rates_report"
      ],
      "type": "string",
      "description": "Treasury dataset endpoint: avg_interest_rates (interest rates on federal debt), debt_to_penny (daily national debt), debt_outstanding (debt by security type), top_federal (top federal spending), gold_reserve (US gold reserves), exchange_rates_report (Treasury exchange rates)."
    },
    "page_size": {
      "type": "integer",
      "maximum": 10000,
      "minimum": 1,
      "description": "Number of records per page (default 100, max 10000)."
    }
  },
  "additionalProperties": false
}

food.product.barcode

Lookup food product by barcode (EAN/UPC) — name, brand, nutrition (calories, fat, carbs, protein per 100g), Nutri-Score, NOVA group, ingredients. 3M+ products (Open Food Facts)

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Argument	Type	Description
barcode*	string	Product barcode (EAN-13, UPC-A, etc.) e.g. "3017620422003" for Nutella

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "barcode"
  ],
  "properties": {
    "barcode": {
      "type": "string",
      "maxLength": 13,
      "minLength": 8,
      "description": "Product barcode (EAN-13, UPC-A, etc.) e.g. \"3017620422003\" for Nutella"
    }
  },
  "additionalProperties": false
}

food.product.search

Search food products by name — returns matching products with brand, barcode, Nutri-Score, image. 3M+ products worldwide (Open Food Facts)

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Argument	Type	Description
limit	integer	Results count (default 10, max 50)
query*	string	Product name to search (e.g. "nutella", "coca cola", "organic milk")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results count (default 10, max 50)"
    },
    "query": {
      "type": "string",
      "minLength": 2,
      "description": "Product name to search (e.g. \"nutella\", \"coca cola\", \"organic milk\")"
    }
  },
  "additionalProperties": false
}

frankfurter.currency.historical

Retrieve ECB reference exchange rates for a specific historical date from Frankfurter.dev. Coverage starts from 1999-01-04 (Euro launch). If the requested date falls on a weekend or ECB holiday, the preceding business day is returned. Supports optional base currency, target currency filter, and amount scaling. Returns 33 major currencies: AUD, BRL, CAD, CHF, CNY, CZK, DKK, GBP, HKD, HUF, IDR, ILS, INR, ISK, JPY, KRW, MXN, MYR, NOK, NZD, PHP, PLN, RON, SEK, SGD, THB, TRY, USD, ZAR and more. No auth required; public domain ECB data.

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Argument	Type	Description
base	string	Base currency ISO 4217 code (default: EUR). Supported: AUD,BRL,CAD,CHF,CNY,CZK,DKK,EUR,GBP,HKD,HUF,IDR,ILS,INR,ISK,JPY,KRW,MXN,MYR,NOK,NZD,PHP,PLN,RON,SEK,SGD,THB,TRY,USD,ZAR
date*	string	Historical date in YYYY-MM-DD format. ECB data available from 1999-01-04. Weekends/holidays return the preceding business day.
amount	number	Amount to convert (default: 1.0).
symbols	string	Comma-separated target currency codes (e.g. USD,GBP). Omit for all 33 currencies.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "date"
  ],
  "properties": {
    "base": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Base currency ISO 4217 code (default: EUR). Supported: AUD,BRL,CAD,CHF,CNY,CZK,DKK,EUR,GBP,HKD,HUF,IDR,ILS,INR,ISK,JPY,KRW,MXN,MYR,NOK,NZD,PHP,PLN,RON,SEK,SGD,THB,TRY,USD,ZAR"
    },
    "date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Historical date in YYYY-MM-DD format. ECB data available from 1999-01-04. Weekends/holidays return the preceding business day."
    },
    "amount": {
      "type": "number",
      "description": "Amount to convert (default: 1.0).",
      "exclusiveMinimum": 0
    },
    "symbols": {
      "type": "string",
      "description": "Comma-separated target currency codes (e.g. USD,GBP). Omit for all 33 currencies."
    }
  },
  "additionalProperties": false
}

frankfurter.currency.latest

Get the latest European Central Bank (ECB) reference exchange rates from Frankfurter.dev (api.frankfurter.dev/v1). Returns rates for 33 major currencies relative to a base currency (default EUR). Rates are updated each business day at ~16:00 CET by the ECB. Supports an optional base currency, target currency filter, and amount scaling for instant conversion. No auth required; public domain ECB data. Ideal for FX dashboards, invoicing, and multi-currency apps.

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Argument	Type	Description
base	string	Base currency ISO 4217 code to convert from (default: EUR). Supported: AUD,BRL,CAD,CHF,CNY,CZK,DKK,EUR,GBP,HKD,HUF,IDR,ILS,INR,ISK,JPY,KRW,MXN,MYR,NOK,NZD,PHP,PLN,RON,SEK,SGD,THB,TRY,USD,ZAR
amount	number	Amount to convert (default: 1.0). Returns rates scaled to this amount.
symbols	string	Comma-separated target currency codes to return (e.g. USD,GBP,JPY). Omit for all 33 currencies.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "base": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Base currency ISO 4217 code to convert from (default: EUR). Supported: AUD,BRL,CAD,CHF,CNY,CZK,DKK,EUR,GBP,HKD,HUF,IDR,ILS,INR,ISK,JPY,KRW,MXN,MYR,NOK,NZD,PHP,PLN,RON,SEK,SGD,THB,TRY,USD,ZAR"
    },
    "amount": {
      "type": "number",
      "description": "Amount to convert (default: 1.0). Returns rates scaled to this amount.",
      "exclusiveMinimum": 0
    },
    "symbols": {
      "type": "string",
      "description": "Comma-separated target currency codes to return (e.g. USD,GBP,JPY). Omit for all 33 currencies."
    }
  },
  "additionalProperties": false
}

frankfurter.currency.list

Returns all 33 currencies supported by the Frankfurter.dev ECB exchange rate API with their full English names. Use this to discover valid currency codes before calling frankfurter.currency.latest, frankfurter.currency.historical, or frankfurter.currency.series. No parameters required. No auth; public domain ECB data.

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Argument	Type	Description
locale	string	Reserved for future use. The API returns currency names in English regardless. Pass any value.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Reserved for future use. The API returns currency names in English regardless. Pass any value."
    }
  },
  "additionalProperties": false
}

frankfurter.currency.series

Fetch a time series of ECB exchange rates between two dates from Frankfurter.dev. Returns a date-keyed map of rates covering every business day in the range. Coverage starts from 1999-01-04. Omit end_date to get rates through the latest available date. Narrow results to specific currencies with the symbols parameter to reduce response size. Use for trend analysis, backtesting, historical P&L calculations, and charting FX movements. No auth required; public domain ECB data.

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Argument	Type	Description
base	string	Base currency ISO 4217 code (default: EUR). Supported: AUD,BRL,CAD,CHF,CNY,CZK,DKK,EUR,GBP,HKD,HUF,IDR,ILS,INR,ISK,JPY,KRW,MXN,MYR,NOK,NZD,PHP,PLN,RON,SEK,SGD,THB,TRY,USD,ZAR
amount	number	Amount to convert (default: 1.0).
symbols	string	Comma-separated target currency codes (e.g. USD,GBP,JPY). Omit for all 33 currencies. Use specific symbols to reduce response size.
end_date	string	End date of the time series in YYYY-MM-DD format. Defaults to the latest available date.
start_date*	string	Start date of the time series in YYYY-MM-DD format. ECB data available from 1999-01-04.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "start_date"
  ],
  "properties": {
    "base": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Base currency ISO 4217 code (default: EUR). Supported: AUD,BRL,CAD,CHF,CNY,CZK,DKK,EUR,GBP,HKD,HUF,IDR,ILS,INR,ISK,JPY,KRW,MXN,MYR,NOK,NZD,PHP,PLN,RON,SEK,SGD,THB,TRY,USD,ZAR"
    },
    "amount": {
      "type": "number",
      "description": "Amount to convert (default: 1.0).",
      "exclusiveMinimum": 0
    },
    "symbols": {
      "type": "string",
      "description": "Comma-separated target currency codes (e.g. USD,GBP,JPY). Omit for all 33 currencies. Use specific symbols to reduce response size."
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date of the time series in YYYY-MM-DD format. Defaults to the latest available date."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date of the time series in YYYY-MM-DD format. ECB data available from 1999-01-04."
    }
  },
  "additionalProperties": false
}

freetogame.games.detail

Get full details for a single free-to-play game by ID: status, full description, minimum system requirements, and screenshots. Data: FreeToGame API (freetogame.com/api), no auth required.

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Argument	Type	Description
id*	integer	FreeToGame game ID (e.g. 540 for Overwatch)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "FreeToGame game ID (e.g. 540 for Overwatch)",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

freetogame.games.filter_by_tag

Filter free-to-play games by a single gameplay/genre tag (e.g. mmorpg, pvp, anime, battle-royale), combined with optional platform and sort order filters. Distinct from game_list category filtering — same tag vocabulary but a dedicated advanced-filter endpoint. Data: FreeToGame API (freetogame.com/api), no auth required.

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Argument	Type	Description
tag*	string	Genre/gameplay tag to filter by (e.g. mmorpg, pvp, anime, battle-royale)
sort_by	string	Sort order for results (default relevance)
platform	string	Platform filter: pc (Windows client), browser (web games), or all (default all)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tag"
  ],
  "properties": {
    "tag": {
      "enum": [
        "mmorpg",
        "shooter",
        "strategy",
        "moba",
        "racing",
        "sports",
        "social",
        "sandbox",
        "open-world",
        "survival",
        "pvp",
        "pve",
        "pixel",
        "voxel",
        "zombie",
        "turn-based",
        "first-person",
        "third-person",
        "top-down",
        "tank",
        "space",
        "sailing",
        "side-scroller",
        "superhero",
        "permadeath",
        "card",
        "battle-royale",
        "mmo",
        "mmofps",
        "mmotps",
        "3d",
        "2d",
        "anime",
        "fantasy",
        "sci-fi",
        "fighting",
        "action-rpg",
        "action",
        "military",
        "martial-arts",
        "flight",
        "low-spec",
        "tower-defense",
        "horror",
        "mmorts"
      ],
      "type": "string",
      "description": "Genre/gameplay tag to filter by (e.g. mmorpg, pvp, anime, battle-royale)"
    },
    "sort_by": {
      "enum": [
        "release-date",
        "popularity",
        "alphabetical",
        "relevance"
      ],
      "type": "string",
      "description": "Sort order for results (default relevance)"
    },
    "platform": {
      "enum": [
        "pc",
        "browser",
        "all"
      ],
      "type": "string",
      "description": "Platform filter: pc (Windows client), browser (web games), or all (default all)"
    }
  },
  "additionalProperties": false
}

freetogame.games.list

Browse the free-to-play PC and browser game catalog. Filter by platform (pc, browser, all), category/genre (mmorpg, shooter, battle-royale, etc.), and sort order (release-date, popularity, alphabetical, relevance). Returns title, genre, platform, publisher, developer, release date, and profile URL for each game. Data: FreeToGame API (freetogame.com/api), no auth required.

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Argument	Type	Description
sort_by	string	Sort order for results (default relevance)
category	string	Genre/category filter (e.g. mmorpg, shooter, battle-royale)
platform	string	Platform filter: pc (Windows client), browser (web games), or all (default all)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort_by": {
      "enum": [
        "release-date",
        "popularity",
        "alphabetical",
        "relevance"
      ],
      "type": "string",
      "description": "Sort order for results (default relevance)"
    },
    "category": {
      "enum": [
        "mmorpg",
        "shooter",
        "strategy",
        "moba",
        "racing",
        "sports",
        "social",
        "sandbox",
        "open-world",
        "survival",
        "pvp",
        "pve",
        "pixel",
        "voxel",
        "zombie",
        "turn-based",
        "first-person",
        "third-person",
        "top-down",
        "tank",
        "space",
        "sailing",
        "side-scroller",
        "superhero",
        "permadeath",
        "card",
        "battle-royale",
        "mmo",
        "mmofps",
        "mmotps",
        "3d",
        "2d",
        "anime",
        "fantasy",
        "sci-fi",
        "fighting",
        "action-rpg",
        "action",
        "military",
        "martial-arts",
        "flight",
        "low-spec",
        "tower-defense",
        "horror",
        "mmorts"
      ],
      "type": "string",
      "description": "Genre/category filter (e.g. mmorpg, shooter, battle-royale)"
    },
    "platform": {
      "enum": [
        "pc",
        "browser",
        "all"
      ],
      "type": "string",
      "description": "Platform filter: pc (Windows client), browser (web games), or all (default all)"
    }
  },
  "additionalProperties": false
}

gbif.biodiversity.occurrence_count

Get total occurrence count for a species, optionally filtered by country. Useful for range size estimation, data density assessment, and conservation status analysis. Source: GBIF.

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Argument	Type	Description
country	string	ISO country code to filter count (e.g. US, BR)
taxon_key*	integer	GBIF taxon key to count occurrences for

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "taxon_key"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO country code to filter count (e.g. US, BR)"
    },
    "taxon_key": {
      "type": "integer",
      "description": "GBIF taxon key to count occurrences for"
    }
  },
  "additionalProperties": false
}

gbif.biodiversity.occurrences

Search 2.5B+ species occurrence records by taxon, country, and year. Returns observation coordinates, date, collector institution, basis of record (specimen/observation). Filter by ISO country code. Source: GBIF (2000+ institutions, 100+ countries).

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Argument	Type	Description
year	integer	Filter by observation year (e.g. 2024)
limit	integer	Number of results (1-50, default 10)
country	string	ISO 3166-1 alpha-2 country code (e.g. US, GB, BR, AU)
taxon_key*	integer	GBIF taxon key for the species to search occurrences

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "taxon_key"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2026,
      "minimum": 1700,
      "description": "Filter by observation year (e.g. 2024)"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results (1-50, default 10)"
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. US, GB, BR, AU)"
    },
    "taxon_key": {
      "type": "integer",
      "description": "GBIF taxon key for the species to search occurrences"
    }
  },
  "additionalProperties": false
}

gbif.biodiversity.species_details

Get full taxonomic profile for a species by GBIF taxon key. Returns classification hierarchy, vernacular (common) names, synonyms, number of descendants, and accepted name. Source: GBIF backbone taxonomy.

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Argument	Type	Description
taxon_key*	integer	GBIF taxon key (numeric ID from species search results)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "taxon_key"
  ],
  "properties": {
    "taxon_key": {
      "type": "integer",
      "description": "GBIF taxon key (numeric ID from species search results)"
    }
  },
  "additionalProperties": false
}

gbif.biodiversity.species_search

Search 9M+ species in the GBIF backbone taxonomy by common or scientific name. Returns taxon key, scientific name, kingdom/phylum/class/order/family/genus, and taxonomic status. Filter by rank (SPECIES, GENUS, FAMILY). Source: Global Biodiversity Information Facility (CC0).

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Argument	Type	Description
rank	string	Taxonomic rank filter (default: SPECIES). Use SPECIES to avoid virus/subspecies matches.
limit	integer	Number of results (1-20, default 5)
query*	string	Species name to search — common name (e.g. "polar bear") or scientific name (e.g. "Ursus maritimus")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rank": {
      "enum": [
        "KINGDOM",
        "PHYLUM",
        "CLASS",
        "ORDER",
        "FAMILY",
        "GENUS",
        "SPECIES"
      ],
      "type": "string",
      "description": "Taxonomic rank filter (default: SPECIES). Use SPECIES to avoid virus/subspecies matches."
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results (1-20, default 5)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Species name to search — common name (e.g. \"polar bear\") or scientific name (e.g. \"Ursus maritimus\")"
    }
  },
  "additionalProperties": false
}

gdacs.disasters.alerts

Get current and recent global disaster alerts from the UN GDACS system. Returns earthquakes, tropical cyclones, floods, volcanoes, droughts, and tsunamis with color-coded severity (Green/Orange/Red), affected country, coordinates, and population impact estimates.

read-only

Argument	Type	Description
limit	integer	Number of events to return, max 50 (default 10)
event_type	string	Filter by disaster type: EQ=earthquake, TC=tropical cyclone, FL=flood, VO=volcano, DR=drought, TS=tsunami
alert_level	string	Minimum alert level filter: Green (low), Orange (medium), Red (high impact)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of events to return, max 50 (default 10)"
    },
    "event_type": {
      "enum": [
        "EQ",
        "TC",
        "FL",
        "VO",
        "DR",
        "TS"
      ],
      "type": "string",
      "description": "Filter by disaster type: EQ=earthquake, TC=tropical cyclone, FL=flood, VO=volcano, DR=drought, TS=tsunami"
    },
    "alert_level": {
      "enum": [
        "Green",
        "Orange",
        "Red"
      ],
      "type": "string",
      "description": "Minimum alert level filter: Green (low), Orange (medium), Red (high impact)"
    }
  },
  "additionalProperties": false
}

gdacs.disasters.details

Get detailed information for a specific GDACS disaster event by ID. Returns event name, alert level with justification, affected population at each severity level, coordinates, geometry for mapping, source agency, and situation report links.

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Argument	Type	Description
event_id*	integer	GDACS event ID (obtain via gdacs.alerts)
event_type*	string	Event type code: EQ=earthquake, TC=tropical cyclone, FL=flood, VO=volcano, DR=drought, TS=tsunami

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "event_id",
    "event_type"
  ],
  "properties": {
    "event_id": {
      "type": "integer",
      "description": "GDACS event ID (obtain via gdacs.alerts)"
    },
    "event_type": {
      "enum": [
        "EQ",
        "TC",
        "FL",
        "VO",
        "DR",
        "TS"
      ],
      "type": "string",
      "description": "Event type code: EQ=earthquake, TC=tropical cyclone, FL=flood, VO=volcano, DR=drought, TS=tsunami"
    }
  },
  "additionalProperties": false
}

gdacs.disasters.history

Query the GDACS historical disaster archive from 2000 onwards. Filter by date range, event type, country, and alert level. Returns past earthquakes, cyclones, floods, and volcanoes for disaster frequency analysis and regional risk assessment.

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Argument	Type	Description
limit	integer	Number of events to return, max 50 (default 10)
country	string	ISO 3166-1 alpha-3 country code (e.g. "JPN", "PHL", "USA", "IDN")
date_to*	string	End date in YYYY-MM-DD format (e.g. "2024-12-31")
date_from*	string	Start date in YYYY-MM-DD format (e.g. "2024-01-01")
event_type	string	Filter by disaster type
alert_level	string	Minimum alert level filter

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "date_from",
    "date_to"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of events to return, max 50 (default 10)"
    },
    "country": {
      "type": "string",
      "description": "ISO 3166-1 alpha-3 country code (e.g. \"JPN\", \"PHL\", \"USA\", \"IDN\")"
    },
    "date_to": {
      "type": "string",
      "description": "End date in YYYY-MM-DD format (e.g. \"2024-12-31\")"
    },
    "date_from": {
      "type": "string",
      "description": "Start date in YYYY-MM-DD format (e.g. \"2024-01-01\")"
    },
    "event_type": {
      "enum": [
        "EQ",
        "TC",
        "FL",
        "VO",
        "DR",
        "TS"
      ],
      "type": "string",
      "description": "Filter by disaster type"
    },
    "alert_level": {
      "enum": [
        "Green",
        "Orange",
        "Red"
      ],
      "type": "string",
      "description": "Minimum alert level filter"
    }
  },
  "additionalProperties": false
}

gebco.elevation.point

Get the seafloor depth or land elevation at a single latitude/longitude point from the GEBCO global bathymetric grid (General Bathymetric Chart of the Oceans, IHO/IOC Seabed 2030 project). Returns elevation in meters relative to sea level — negative for ocean depth, positive for land height, e.g. -5943 near the Mariana Trench or 2947 in the Himalayan foothills. Optionally query "sub_ice_topo" to get bedrock topography beneath Antarctic/Greenland ice sheets instead of the ice surface. Data: GEBCO WMS, public domain, no auth required.

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Argument	Type	Description
lat*	number	Latitude in decimal degrees (e.g. 51.4769 for Greenwich).
lon*	number	Longitude in decimal degrees (e.g. -0.0005 for Greenwich).
surface	string	Which GEBCO grid to query: "standard" (default) returns surface elevation, including the top of ice sheets where present; "sub_ice_topo" returns bedrock topography beneath Antarctic/Greenland ice sheets instead.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude in decimal degrees (e.g. 51.4769 for Greenwich)."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude in decimal degrees (e.g. -0.0005 for Greenwich)."
    },
    "surface": {
      "enum": [
        "standard",
        "sub_ice_topo"
      ],
      "type": "string",
      "description": "Which GEBCO grid to query: \"standard\" (default) returns surface elevation, including the top of ice sheets where present; \"sub_ice_topo\" returns bedrock topography beneath Antarctic/Greenland ice sheets instead."
    }
  },
  "additionalProperties": false
}

gebco.elevation.profile

Get seafloor depth or land elevation for up to 15 latitude/longitude points in one call from the GEBCO global bathymetric grid — useful for building a depth/elevation profile along a route or transect (e.g. a shipping lane or hiking trail). Returns elevation in meters relative to sea level for each point, in the same order as the input. Optionally query "sub_ice_topo" to get bedrock topography beneath ice sheets instead of the ice surface. Data: GEBCO WMS, public domain, no auth required.

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Argument	Type	Description
points*	array	Between 2 and 15 {lat, lon} points to query, e.g. a route or transect across the seafloor.
surface	string	Which GEBCO grid to query: "standard" (default) returns surface elevation, including the top of ice sheets where present; "sub_ice_topo" returns bedrock topography beneath Antarctic/Greenland ice sheets instead.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "points"
  ],
  "properties": {
    "points": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "lat",
          "lon"
        ],
        "properties": {
          "lat": {
            "type": "number",
            "maximum": 90,
            "minimum": -90,
            "description": "Latitude in decimal degrees."
          },
          "lon": {
            "type": "number",
            "maximum": 180,
            "minimum": -180,
            "description": "Longitude in decimal degrees."
          }
        },
        "additionalProperties": false
      },
      "maxItems": 15,
      "minItems": 2,
      "description": "Between 2 and 15 {lat, lon} points to query, e.g. a route or transect across the seafloor."
    },
    "surface": {
      "enum": [
        "standard",
        "sub_ice_topo"
      ],
      "type": "string",
      "description": "Which GEBCO grid to query: \"standard\" (default) returns surface elevation, including the top of ice sheets where present; \"sub_ice_topo\" returns bedrock topography beneath Antarctic/Greenland ice sheets instead."
    }
  },
  "additionalProperties": false
}

geo.address.autocomplete

Get autocomplete suggestions as you type an address or place name — for real-time search UX (Geoapify/OSM)

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Argument	Type	Description
lang	string	Result language code (e.g. "en", "de", "ru"). Default: English.
text*	string	Partial address or place name to autocomplete (e.g. "1600 Penn", "Berlin Bran").
type	string	Filter by result type: city, street, amenity, or country.
limit	integer	Maximum number of suggestions (default 5, max 5).
country_code	string	ISO 3166-1 alpha-2 country code to filter results (e.g. "US", "DE").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "lang": {
      "type": "string",
      "maxLength": 5,
      "minLength": 2,
      "description": "Result language code (e.g. \"en\", \"de\", \"ru\"). Default: English."
    },
    "text": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Partial address or place name to autocomplete (e.g. \"1600 Penn\", \"Berlin Bran\")."
    },
    "type": {
      "enum": [
        "city",
        "street",
        "amenity",
        "country"
      ],
      "type": "string",
      "description": "Filter by result type: city, street, amenity, or country."
    },
    "limit": {
      "type": "integer",
      "maximum": 5,
      "minimum": 1,
      "description": "Maximum number of suggestions (default 5, max 5)."
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code to filter results (e.g. \"US\", \"DE\")."
    }
  },
  "additionalProperties": false
}

geo.address.geocode

Convert an address, place name, or landmark to geographic coordinates (lat/lon) with structured address data (Geoapify/OSM)

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Argument	Type	Description
lang	string	Result language code (e.g. "en", "de", "ru"). Default: English.
text*	string	Address, place name, or landmark to geocode (e.g. "1600 Pennsylvania Ave, Washington DC", "Eiffel Tower").
type	string	Filter by result type: city, street, amenity, or country.
limit	integer	Maximum number of results to return (default 1, max 5).
country_code	string	ISO 3166-1 alpha-2 country code to filter results (e.g. "US", "DE", "FR").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "lang": {
      "type": "string",
      "maxLength": 5,
      "minLength": 2,
      "description": "Result language code (e.g. \"en\", \"de\", \"ru\"). Default: English."
    },
    "text": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "Address, place name, or landmark to geocode (e.g. \"1600 Pennsylvania Ave, Washington DC\", \"Eiffel Tower\")."
    },
    "type": {
      "enum": [
        "city",
        "street",
        "amenity",
        "country"
      ],
      "type": "string",
      "description": "Filter by result type: city, street, amenity, or country."
    },
    "limit": {
      "type": "integer",
      "maximum": 5,
      "minimum": 1,
      "description": "Maximum number of results to return (default 1, max 5)."
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code to filter results (e.g. \"US\", \"DE\", \"FR\")."
    }
  },
  "additionalProperties": false
}

geo.address.reverse

Convert geographic coordinates (lat/lon) to a structured address — street, city, country, postal code (Geoapify/OSM)

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Argument	Type	Description
lat*	number	Latitude of the point to reverse geocode.
lon*	number	Longitude of the point to reverse geocode.
lang	string	Result language code (e.g. "en", "de", "ru"). Default: English.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the point to reverse geocode."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the point to reverse geocode."
    },
    "lang": {
      "type": "string",
      "maxLength": 5,
      "minLength": 2,
      "description": "Result language code (e.g. \"en\", \"de\", \"ru\"). Default: English."
    }
  },
  "additionalProperties": false
}

geo.ip.geolocation

Geolocate an IP address (IPv4/IPv6) to country, city, coordinates, and network info (Geoapify)

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Argument	Type	Description
ip*	string	IPv4 or IPv6 address to geolocate (e.g. "8.8.8.8", "2001:4860:4860::8888").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ip"
  ],
  "properties": {
    "ip": {
      "type": "string",
      "maxLength": 45,
      "minLength": 7,
      "description": "IPv4 or IPv6 address to geolocate (e.g. \"8.8.8.8\", \"2001:4860:4860::8888\")."
    }
  },
  "additionalProperties": false
}

geo.navigation.isochrone

Get reachability area (isochrone) — polygon showing how far you can travel from a point in a given time or distance (Geoapify/OSM)

read-only

Argument	Type	Description
lat*	number	Center point latitude (e.g. 52.5200)
lon*	number	Center point longitude (e.g. 13.4050)
mode	string	Travel mode: drive, walk, or bicycle. Default: drive.
time	integer	Reachability time in seconds (default 900 = 15 min, max 7200 = 2h). Mutually exclusive with distance.
distance	integer	Reachability distance in meters (max 100km). Mutually exclusive with time.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Center point latitude (e.g. 52.5200)"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Center point longitude (e.g. 13.4050)"
    },
    "mode": {
      "enum": [
        "drive",
        "walk",
        "bicycle"
      ],
      "type": "string",
      "description": "Travel mode: drive, walk, or bicycle. Default: drive."
    },
    "time": {
      "type": "integer",
      "maximum": 7200,
      "minimum": 60,
      "description": "Reachability time in seconds (default 900 = 15 min, max 7200 = 2h). Mutually exclusive with distance."
    },
    "distance": {
      "type": "integer",
      "maximum": 100000,
      "minimum": 100,
      "description": "Reachability distance in meters (max 100km). Mutually exclusive with time."
    }
  },
  "additionalProperties": false
}

geo.navigation.route

Get turn-by-turn driving, walking, cycling, or transit directions between two points with distance and time (Geoapify/OSM)

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Argument	Type	Description
lang	string	Turn-by-turn instruction language (e.g. "en", "de"). Default: English.
mode	string	Travel mode: drive, walk, bicycle, or transit. Default: drive.
units	string	Distance units: metric (km) or imperial (miles). Default: metric.
dest_lat*	number	Destination latitude (e.g. 48.8566)
dest_lon*	number	Destination longitude (e.g. 2.3522)
origin_lat*	number	Start point latitude (e.g. 40.7128)
origin_lon*	number	Start point longitude (e.g. -74.0060)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "origin_lat",
    "origin_lon",
    "dest_lat",
    "dest_lon"
  ],
  "properties": {
    "lang": {
      "type": "string",
      "maxLength": 5,
      "minLength": 2,
      "description": "Turn-by-turn instruction language (e.g. \"en\", \"de\"). Default: English."
    },
    "mode": {
      "enum": [
        "drive",
        "walk",
        "bicycle",
        "transit"
      ],
      "type": "string",
      "description": "Travel mode: drive, walk, bicycle, or transit. Default: drive."
    },
    "units": {
      "enum": [
        "metric",
        "imperial"
      ],
      "type": "string",
      "description": "Distance units: metric (km) or imperial (miles). Default: metric."
    },
    "dest_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Destination latitude (e.g. 48.8566)"
    },
    "dest_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Destination longitude (e.g. 2.3522)"
    },
    "origin_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Start point latitude (e.g. 40.7128)"
    },
    "origin_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Start point longitude (e.g. -74.0060)"
    }
  },
  "additionalProperties": false
}

geo.places.search

Search points of interest (restaurants, pharmacies, hotels, attractions) near a location by category and radius (Geoapify/OSM)

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Argument	Type	Description
lat*	number	Center latitude for the search area.
lon*	number	Center longitude for the search area.
lang	string	Result language code (e.g. "en", "de", "ru"). Default: English.
limit	integer	Maximum number of results (default 20, max 50).
radius	integer	Search radius in meters (default 1000, max 50000).
categories*	string	POI category filter (e.g. "catering.restaurant", "healthcare.pharmacy", "tourism.attraction", "accommodation.hotel"). Multiple categories separated by comma.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "categories",
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Center latitude for the search area."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Center longitude for the search area."
    },
    "lang": {
      "type": "string",
      "maxLength": 5,
      "minLength": 2,
      "description": "Result language code (e.g. \"en\", \"de\", \"ru\"). Default: English."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results (default 20, max 50)."
    },
    "radius": {
      "type": "integer",
      "maximum": 50000,
      "minimum": 100,
      "description": "Search radius in meters (default 1000, max 50000)."
    },
    "categories": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "POI category filter (e.g. \"catering.restaurant\", \"healthcare.pharmacy\", \"tourism.attraction\", \"accommodation.hotel\"). Multiple categories separated by comma."
    }
  },
  "additionalProperties": false
}

geoboundaries.boundary.available_levels

Check which administrative levels (ADM0 through ADM5) exist for a given country, with the local admin name and unit count at each available level (e.g. Kenya has ADM0-ADM2 only; France has ADM0-ADM4). Call this before geoboundaries.boundary.detail to avoid requesting a level that does not exist for that country. Data: geoBoundaries (William & Mary geoLab), no auth required.

read-only

Argument	Type	Description
country*	string	ISO 3166-1 alpha-3 country code, uppercase (e.g. "USA", "KEN", "FRA"). ISO2 codes and country names are not accepted by the upstream API.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code, uppercase (e.g. \"USA\", \"KEN\", \"FRA\"). ISO2 codes and country names are not accepted by the upstream API."
    }
  },
  "additionalProperties": false
}

geoboundaries.boundary.detail

Get metadata for one country's administrative boundary at a given level: official name, admin unit count, area/perimeter stats, source, license, and download URLs for the full GeoJSON, simplified GeoJSON, TopoJSON, and a preview PNG. Levels: ADM0 (country outline), ADM1 (state/province), ADM2 (county/district), ADM3-ADM5 (finer, country-dependent). Geometry is NOT embedded in the response (files can exceed 10MB) — fetch the returned URL directly for the shapes. Data: geoBoundaries (William & Mary geoLab), no auth required.

read-only

Argument	Type	Description
country*	string	ISO 3166-1 alpha-3 country code, uppercase (e.g. "USA", "KEN", "FRA"). ISO2 codes and country names are not accepted by the upstream API.
adm_level	string	Administrative boundary level: "ADM0" (country outline), "ADM1" (state/province/region), "ADM2" (county/district), "ADM3"-"ADM5" (finer subdivisions, only available for some countries). Defaults to "ADM0".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code, uppercase (e.g. \"USA\", \"KEN\", \"FRA\"). ISO2 codes and country names are not accepted by the upstream API."
    },
    "adm_level": {
      "enum": [
        "ADM0",
        "ADM1",
        "ADM2",
        "ADM3",
        "ADM4",
        "ADM5"
      ],
      "type": "string",
      "description": "Administrative boundary level: \"ADM0\" (country outline), \"ADM1\" (state/province/region), \"ADM2\" (county/district), \"ADM3\"-\"ADM5\" (finer subdivisions, only available for some countries). Defaults to \"ADM0\"."
    }
  },
  "additionalProperties": false
}

geoboundaries.boundary.list_countries

List every country's administrative boundary metadata at one level (ADM0 country outline by default, or ADM1-ADM5 for finer subdivisions where available): ISO3 code, name, admin unit count, continent/region, and geometry download URLs. Useful for discovering coverage before requesting a single country with geoboundaries.boundary.detail. Data: geoBoundaries (William & Mary geoLab), no auth required.

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Argument	Type	Description
adm_level	string	Administrative boundary level: "ADM0" (country outline), "ADM1" (state/province/region), "ADM2" (county/district), "ADM3"-"ADM5" (finer subdivisions, only available for some countries). Defaults to "ADM0".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "adm_level": {
      "enum": [
        "ADM0",
        "ADM1",
        "ADM2",
        "ADM3",
        "ADM4",
        "ADM5"
      ],
      "type": "string",
      "description": "Administrative boundary level: \"ADM0\" (country outline), \"ADM1\" (state/province/region), \"ADM2\" (county/district), \"ADM3\"-\"ADM5\" (finer subdivisions, only available for some countries). Defaults to \"ADM0\"."
    }
  },
  "additionalProperties": false
}

geodiva.geology.eruption_search

Search documented eruptions for an Alaska volcano by volcano_id (from geodiva.volcano_list), a specific eruption_id, or a start/end date range (years or ISO dates, including negative/BCE years for prehistoric eruptions). Returns eruption name, narrative description, and start/end date fields. Data: geodiva.avo.alaska.edu, no auth required, US Government public domain.

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Argument	Type	Description
edate_end	string	Eruption end-date range upper bound — must be paired with edate_start
sdate_end	string	Eruption start-date range upper bound — must be paired with sdate_start, e.g. "2020-12-31"
volcano_id	string	GeoDIVA volcano ID to list eruptions for, e.g. "ak52" (from geodiva.volcano_list)
edate_start	string	Eruption end-date range lower bound — must be paired with edate_end
eruption_id	integer	Specific eruption record ID to retrieve, e.g. 4111
sdate_start	string	Eruption start-date range lower bound — must be paired with sdate_end, e.g. "2000-01-01"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "edate_end": {
      "type": "string",
      "pattern": "^-?\\d{1,4}(-\\d{2}(-\\d{2}(T\\d{2}:\\d{2}:\\d{2})?)?)?$",
      "description": "Eruption end-date range upper bound — must be paired with edate_start"
    },
    "sdate_end": {
      "type": "string",
      "pattern": "^-?\\d{1,4}(-\\d{2}(-\\d{2}(T\\d{2}:\\d{2}:\\d{2})?)?)?$",
      "description": "Eruption start-date range upper bound — must be paired with sdate_start, e.g. \"2020-12-31\""
    },
    "volcano_id": {
      "type": "string",
      "description": "GeoDIVA volcano ID to list eruptions for, e.g. \"ak52\" (from geodiva.volcano_list)"
    },
    "edate_start": {
      "type": "string",
      "pattern": "^-?\\d{1,4}(-\\d{2}(-\\d{2}(T\\d{2}:\\d{2}:\\d{2})?)?)?$",
      "description": "Eruption end-date range lower bound — must be paired with edate_end"
    },
    "eruption_id": {
      "type": "integer",
      "description": "Specific eruption record ID to retrieve, e.g. 4111",
      "exclusiveMinimum": 0
    },
    "sdate_start": {
      "type": "string",
      "pattern": "^-?\\d{1,4}(-\\d{2}(-\\d{2}(T\\d{2}:\\d{2}:\\d{2})?)?)?$",
      "description": "Eruption start-date range lower bound — must be paired with sdate_end, e.g. \"2000-01-01\""
    }
  },
  "additionalProperties": false
}

geodiva.geology.volcano_detail

Get full detail for a single Alaska volcano — geology, composition, age, threat rating, and a narrative description — looked up by volcano ID (e.g. "ak52"), VNUM, or name. Data: geodiva.avo.alaska.edu, no auth required, US Government public domain.

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Argument	Type	Description
id*	string	Volcano ID (e.g. "ak52"), VNUM (e.g. "311240"), or volcano name (e.g. "Cleveland")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Volcano ID (e.g. \"ak52\"), VNUM (e.g. \"311240\"), or volcano name (e.g. \"Cleveland\")"
    }
  },
  "additionalProperties": false
}

geodiva.geology.volcano_list

Browse Alaska's 356 volcanoes from the AVO GeoDIVA database, optionally filtered by NVEWS threat level, geologic age class, monitored-network status, or a name substring. Returns volcano ID, VNUM, name, type, composition, and threat rating for each match. Data: geodiva.avo.alaska.edu, no auth required, US Government public domain.

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Argument	Type	Description
age_class	string	Filter by geologic age class — Historical/Holocene/Pleistocene, or Susp* (suspected) variants (client-side filter)
threat_level	string	Filter by NVEWS eruption-hazard threat rating (client-side filter)
name_contains	string	Case-insensitive substring match against volcano name or official name, e.g. "cleveland"
monitored_only	boolean	If true, only return volcanoes actively monitored by AVO seismic/infrasound networks

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "age_class": {
      "enum": [
        "Historical",
        "Holocene",
        "Pleistocene",
        "SuspHist",
        "SuspHolo",
        "SuspPleist"
      ],
      "type": "string",
      "description": "Filter by geologic age class — Historical/Holocene/Pleistocene, or Susp* (suspected) variants (client-side filter)"
    },
    "threat_level": {
      "enum": [
        "Very Low Threat",
        "Low Threat",
        "Moderate Threat",
        "High Threat",
        "Very High Threat"
      ],
      "type": "string",
      "description": "Filter by NVEWS eruption-hazard threat rating (client-side filter)"
    },
    "name_contains": {
      "type": "string",
      "description": "Case-insensitive substring match against volcano name or official name, e.g. \"cleveland\""
    },
    "monitored_only": {
      "type": "boolean",
      "description": "If true, only return volcanoes actively monitored by AVO seismic/infrasound networks"
    }
  },
  "additionalProperties": false
}

geonames.country.info

Get structured metadata for any country or all countries from the GeoNames database. Returns country code (ISO-3166 alpha-2/alpha-3/numeric), capital, continent, official languages, population, area in km², currency code, postal code format/regex, geoname_id, and a bounding box (north/south/east/west lat-lng). Omit country to retrieve all 250 countries in a single response. Supports localized country names via lang parameter. CC BY 4.0 open data, no upstream cost.

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Argument	Type	Description
country	string	ISO-3166 2-letter country code (e.g. "US", "DE", "JP"). Omit to retrieve all countries.
language	string	ISO 639-1 language code for localized country names (e.g. "en", "fr", "es")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO-3166 2-letter country code (e.g. \"US\", \"DE\", \"JP\"). Omit to retrieve all countries."
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code for localized country names (e.g. \"en\", \"fr\", \"es\")"
    }
  },
  "additionalProperties": false
}

geonames.place.search

Search the GeoNames geographical database for places, populated areas, mountains, rivers, and 12M+ geographical features worldwide. Filter by country (ISO-3166 2-letter code), feature class (A=administrative, P=populated place, T=mountain, H=water body, S=building/spot), and feature code (e.g. PPLC=capital, MT=mountain, STM=stream). Results include geoname_id, lat/lng, country, admin1/admin2, population, and Wikipedia link. Order by relevance (default), population, elevation, or Wikipedia linkage. Supports multilingual name lookup via lang parameter. CC BY 4.0 open data, no upstream cost.

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Argument	Type	Description
q	string	Full-text search query across place names, alternate names, and feature codes (e.g. "Paris", "Mont Blanc")
name	string	Search by exact or partial official place name (more precise than q; e.g. "New York")
country	string	Filter results to this ISO-3166 2-letter country code (e.g. "US", "FR", "DE")
language	string	ISO 639-1 language code for localized names in the response (e.g. "en", "fr", "de")
max_rows	integer	Maximum number of results to return (default 10, max 1000)
order_by	string	Sort order: "relevance" (default, best name match), "population" (largest first), "elevation" (highest first), "wikipedia" (most linked)
start_row	integer	Zero-based offset for pagination (default 0)
feature_code	string	GeoNames feature code for fine-grained filtering (e.g. "PPLC"=capital, "MT"=mountain, "STM"=stream)
feature_class	string	GeoNames feature class: A=administrative, H=hydrographic, L=parks/area, P=populated place, R=road, S=spot/building, T=mountain/hill, U=undersea, V=vegetation

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Full-text search query across place names, alternate names, and feature codes (e.g. \"Paris\", \"Mont Blanc\")"
    },
    "name": {
      "type": "string",
      "description": "Search by exact or partial official place name (more precise than q; e.g. \"New York\")"
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Filter results to this ISO-3166 2-letter country code (e.g. \"US\", \"FR\", \"DE\")"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code for localized names in the response (e.g. \"en\", \"fr\", \"de\")"
    },
    "max_rows": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of results to return (default 10, max 1000)"
    },
    "order_by": {
      "enum": [
        "relevance",
        "population",
        "elevation",
        "wikipedia"
      ],
      "type": "string",
      "description": "Sort order: \"relevance\" (default, best name match), \"population\" (largest first), \"elevation\" (highest first), \"wikipedia\" (most linked)"
    },
    "start_row": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based offset for pagination (default 0)"
    },
    "feature_code": {
      "type": "string",
      "description": "GeoNames feature code for fine-grained filtering (e.g. \"PPLC\"=capital, \"MT\"=mountain, \"STM\"=stream)"
    },
    "feature_class": {
      "enum": [
        "A",
        "H",
        "L",
        "P",
        "R",
        "S",
        "T",
        "U",
        "V"
      ],
      "type": "string",
      "description": "GeoNames feature class: A=administrative, H=hydrographic, L=parks/area, P=populated place, R=road, S=spot/building, T=mountain/hill, U=undersea, V=vegetation"
    }
  },
  "additionalProperties": false
}

geonames.place.timezone

Look up the timezone for any coordinates on Earth using the GeoNames database. Returns IANA timezone ID (e.g. "America/New_York", "Europe/London"), GMT offset, DST offset, raw (winter) offset, current local time, today's sunrise and sunset times (local), and the country at those coordinates. Useful for scheduling tasks across time zones, converting UTC timestamps, or annotating location data with timezone context. CC BY 4.0 open data, no upstream cost.

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Argument	Type	Description
language	string	ISO 639-1 language code for the country name in the response (e.g. "en", "de")
latitude*	number	Latitude of the location to look up (-90 to 90, e.g. 40.7128 for New York City)
longitude*	number	Longitude of the location to look up (-180 to 180, e.g. -74.0060 for New York City)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code for the country name in the response (e.g. \"en\", \"de\")"
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the location to look up (-90 to 90, e.g. 40.7128 for New York City)"
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the location to look up (-180 to 180, e.g. -74.0060 for New York City)"
    }
  },
  "additionalProperties": false
}

geonames.postal.lookup

Look up postal / ZIP codes and their place names across 100+ countries using the GeoNames database. Search by postal code (e.g. "10001" for NYC, "SW1A 1AA" for London, "75001" for Paris) or by place name. Returns matching postal codes with lat/lng, admin area names, and ISO-3166-2 subdivision codes. Use the country filter (ISO-3166 2-letter) to narrow results. Covers US, UK, Germany, France, Australia, Canada, Japan, India, Brazil, and 90+ more. CC BY 4.0 open data, no upstream cost.

read-only

Argument	Type	Description
country	string	ISO-3166 2-letter country code to restrict the postal code search (e.g. "US", "GB", "DE")
max_rows	integer	Maximum number of results to return (default 10, max 1000)
place_name	string	Place or city name to search postal codes for (e.g. "Berlin", "Sydney"). Use with country for best results.
postal_code	string	Postal / ZIP code to look up (e.g. "10001" for New York, "SW1A 1AA" for London)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO-3166 2-letter country code to restrict the postal code search (e.g. \"US\", \"GB\", \"DE\")"
    },
    "max_rows": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of results to return (default 10, max 1000)"
    },
    "place_name": {
      "type": "string",
      "description": "Place or city name to search postal codes for (e.g. \"Berlin\", \"Sydney\"). Use with country for best results."
    },
    "postal_code": {
      "type": "string",
      "description": "Postal / ZIP code to look up (e.g. \"10001\" for New York, \"SW1A 1AA\" for London)"
    }
  },
  "additionalProperties": false
}

geonet-nz.quakes.detail

Get full detail for a single New Zealand earthquake by its GeoNet publicID (e.g. "2014p715167") — origin time, depth, magnitude, locality, MMI shaking, and quality (best/preliminary/automatic/deleted). Data: GeoNet (api.geonet.org.nz), run by GNS Science, no auth required.

read-only

Argument	Type	Description
public_id*	string	GeoNet quake publicID, e.g. "2014p715167" (year + auto-generated code).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "public_id"
  ],
  "properties": {
    "public_id": {
      "type": "string",
      "maxLength": 32,
      "minLength": 1,
      "description": "GeoNet quake publicID, e.g. \"2014p715167\" (year + auto-generated code)."
    }
  },
  "additionalProperties": false
}

geonet-nz.quakes.search

Search recent New Zealand earthquakes by minimum shaking intensity. Returns quakes that may have caused shaking greater than or equal to the given MMI (Modified Mercalli Intensity, -1 to 8) in the NZ region during the last 365 days (max 100 results), with time, location, depth, magnitude, and locality. Data: GeoNet (api.geonet.org.nz), run by GNS Science, no auth required.

read-only

Argument	Type	Description
mmi*	integer	Minimum Modified Mercalli Intensity (MMI) threshold, -1 to 8. Returns quakes that may have caused shaking greater than or equal to this value in the New Zealand region during the last 365 days (max 100 results). -1 = quakes too small to calculate a stable MMI.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "mmi"
  ],
  "properties": {
    "mmi": {
      "type": "integer",
      "maximum": 8,
      "minimum": -1,
      "description": "Minimum Modified Mercalli Intensity (MMI) threshold, -1 to 8. Returns quakes that may have caused shaking greater than or equal to this value in the New Zealand region during the last 365 days (max 100 results). -1 = quakes too small to calculate a stable MMI."
    }
  },
  "additionalProperties": false
}

geonet-nz.quakes.stats

Get New Zealand earthquake-rate statistics — magnitude-count breakdown over the last 7, 28, and 365 days, plus a daily earthquake-count time series. Optionally filter the magnitude-count breakdown to one window with the days parameter. Data: GeoNet (api.geonet.org.nz), run by GNS Science, no auth required.

read-only

Argument	Type	Description
days	string	Limit the magnitude-count breakdown to this window (7, 28, or 365 days); returns all three windows if omitted (client-side filter).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "enum": [
        "7",
        "28",
        "365"
      ],
      "type": "string",
      "description": "Limit the magnitude-count breakdown to this window (7, 28, or 365 days); returns all three windows if omitted (client-side filter)."
    }
  },
  "additionalProperties": false
}

geonet-nz.volcano.alert_level

Get the current Volcanic Alert Level and aviation colour code for New Zealand's 12 monitored volcanoes (e.g. Ruapehu, White Island/Whakaari, Taupo), including current activity summary and most-likely-hazards description. Optionally filter to a single volcano_id. Data: GeoNet (api.geonet.org.nz), run by GNS Science, no auth required.

read-only

Argument	Type	Description
volcano_id	string	Filter to a single volcano by ID (e.g. "ruapehu", "whiteisland"); returns all 12 New Zealand monitored volcanoes if omitted (client-side filter).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "volcano_id": {
      "enum": [
        "taupo",
        "tongariro",
        "aucklandvolcanicfield",
        "kermadecislands",
        "mayorisland",
        "ngauruhoe",
        "northland",
        "okataina",
        "rotorua",
        "whiteisland",
        "ruapehu",
        "taranakiegmont"
      ],
      "type": "string",
      "description": "Filter to a single volcano by ID (e.g. \"ruapehu\", \"whiteisland\"); returns all 12 New Zealand monitored volcanoes if omitted (client-side filter)."
    }
  },
  "additionalProperties": false
}

gfw.ocean.fishing_effort

Analyze fishing effort intensity across a geographic polygon for a specified date range, aggregated by gear type (trawlers, longliners, purse seiners, squid jiggers, etc.). Returns a grid of 0.1-degree cells with fishing hours and vessel counts per month or year, drawn from Global Fishing Watch's public AIS-based fishing effort dataset covering 2012–present. Useful for marine protected area monitoring, fisheries research, and vessel traffic analysis. Define the study area with a closed polygon in [longitude, latitude] coordinates.

read-only

Argument	Type	Description
end_date*	string	End of the analysis period in ISO format YYYY-MM-DD (e.g. "2023-06-30"). Must be after start_date; keep ranges under 12 months for manageable response sizes.
start_date*	string	Start of the analysis period in ISO format YYYY-MM-DD (e.g. "2023-01-01"). GFW data coverage starts from 2012.
coordinates	array	Polygon boundary as an array of [longitude, latitude] pairs defining the analysis area. The polygon must be closed (first and last coordinate identical). Example: [[-10,35],[-5,35],[-5,40],[-10,40],[-10,35]] for a box in the NE Atlantic. Omit to analyze global waters.
temporal_resolution	string	Time granularity for effort aggregation. "MONTHLY" groups data by calendar month; "YEARLY" by year. Default: "MONTHLY".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "start_date",
    "end_date"
  ],
  "properties": {
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End of the analysis period in ISO format YYYY-MM-DD (e.g. \"2023-06-30\"). Must be after start_date; keep ranges under 12 months for manageable response sizes."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start of the analysis period in ISO format YYYY-MM-DD (e.g. \"2023-01-01\"). GFW data coverage starts from 2012."
    },
    "coordinates": {
      "type": "array",
      "items": {
        "type": "array",
        "items": [
          {
            "type": "number"
          },
          {
            "type": "number"
          }
        ],
        "maxItems": 2,
        "minItems": 2
      },
      "minItems": 4,
      "description": "Polygon boundary as an array of [longitude, latitude] pairs defining the analysis area. The polygon must be closed (first and last coordinate identical). Example: [[-10,35],[-5,35],[-5,40],[-10,40],[-10,35]] for a box in the NE Atlantic. Omit to analyze global waters."
    },
    "temporal_resolution": {
      "enum": [
        "MONTHLY",
        "YEARLY"
      ],
      "type": "string",
      "description": "Time granularity for effort aggregation. \"MONTHLY\" groups data by calendar month; \"YEARLY\" by year. Default: \"MONTHLY\"."
    }
  },
  "additionalProperties": false
}

gfw.vessel.details

Retrieve complete identity and activity profile for a specific vessel using its Global Fishing Watch vessel UUID. Returns self-reported AIS data (name, flag, MMSI, IMO, call sign), inferred gear and ship types from neural-network analysis of movement patterns, official registry records (where available), and AIS coverage statistics (total messages, positions, active date range). Vessel UUIDs are obtained from gfw.vessel.search.

read-only

Argument	Type	Description
vessel_id*	string	Global Fishing Watch vessel UUID as returned by gfw.vessel.search (e.g. "1f1f12b24-4dfb-e5c8-90b0-32f8e79402c1").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vessel_id"
  ],
  "properties": {
    "vessel_id": {
      "type": "string",
      "minLength": 1,
      "description": "Global Fishing Watch vessel UUID as returned by gfw.vessel.search (e.g. \"1f1f12b24-4dfb-e5c8-90b0-32f8e79402c1\")."
    }
  },
  "additionalProperties": false
}

gfw.vessel.fishing_events

Retrieve AIS-detected maritime events for a specific vessel — either fishing activity episodes or port visits. Fishing events capture when a vessel slowed and maneuvered in patterns consistent with active fishing (coordinates, duration, EEZ/RFMO/FAO area codes, distance from shore and port). Port visits capture anchorage and berthing stops (port name, flag, entry/exit times). Results are paginated; use offset for subsequent pages. Vessel UUID is obtained from gfw.vessel.search.

read-only

Argument	Type	Description
limit	integer	Number of events per page (1–50, default 10).
offset	integer	Pagination offset — number of events to skip (default 0).
end_date	string	Filter events ending on or before this date in ISO format YYYY-MM-DD (e.g. "2023-12-31").
vessel_id*	string	GFW vessel UUID as returned by gfw.vessel.search (e.g. "1f1f12b24-4dfb-e5c8-90b0-32f8e79402c1").
event_type	string	Type of maritime event to retrieve. "fishing" returns AIS-detected fishing activity events; "port_visit" returns port calls and anchorage stops. Default: "fishing".
start_date	string	Filter events starting on or after this date in ISO format YYYY-MM-DD (e.g. "2023-01-01").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vessel_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of events per page (1–50, default 10)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of events to skip (default 0)."
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Filter events ending on or before this date in ISO format YYYY-MM-DD (e.g. \"2023-12-31\")."
    },
    "vessel_id": {
      "type": "string",
      "minLength": 1,
      "description": "GFW vessel UUID as returned by gfw.vessel.search (e.g. \"1f1f12b24-4dfb-e5c8-90b0-32f8e79402c1\")."
    },
    "event_type": {
      "enum": [
        "fishing",
        "port_visit"
      ],
      "type": "string",
      "description": "Type of maritime event to retrieve. \"fishing\" returns AIS-detected fishing activity events; \"port_visit\" returns port calls and anchorage stops. Default: \"fishing\"."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Filter events starting on or after this date in ISO format YYYY-MM-DD (e.g. \"2023-01-01\")."
    }
  },
  "additionalProperties": false
}

gfw.vessel.search

Search the Global Fishing Watch database for fishing and commercial vessels by name, MMSI (9-digit AIS identifier), IMO number, or call sign. Returns vessel identities with flag state, gear types (trawlers, longliners, purse seiners, etc.), ship types, and AIS transmission date ranges. GFW tracks 60,000+ active fishing vessels using satellite AIS data covering 2012–present. Optionally filter results by flag state using ISO 3-letter country code. Use gfw.vessel.details for full registry information.

read-only

Argument	Type	Description
flag	string	ISO 3166-1 alpha-3 country code to filter by flag state (e.g. "CHN" for China, "USA" for United States, "PAN" for Panama).
limit	integer	Maximum number of vessels to return (1–50, default 10).
query*	string	Vessel name, MMSI (9-digit AIS identifier), IMO number, or call sign to search for (e.g. "Atlantic Star", "123456789", "IMO9234567"). Partial names are supported.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "flag": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code to filter by flag state (e.g. \"CHN\" for China, \"USA\" for United States, \"PAN\" for Panama)."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of vessels to return (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Vessel name, MMSI (9-digit AIS identifier), IMO number, or call sign to search for (e.g. \"Atlantic Star\", \"123456789\", \"IMO9234567\"). Partial names are supported."
    }
  },
  "additionalProperties": false
}

global-health-covid.epidemiology.latest_snapshot

Get the latest known COVID-19 statistics for one location from one dataset: epidemiology (cases/deaths/tests), hospitalizations (hospital/ICU/ventilator patient counts), or vaccinations (vaccination totals). Use global-health-covid.location_search first to find a valid location_key. Returns found=false with no error if the location has no row in that dataset. Data: Google "COVID-19 Open Data" (storage.googleapis.com/covid19-open-data), no auth required. HISTORICAL DATA ONLY — frozen since 2022-09-15, "latest" means latest available before the freeze, not real-time.

read-only

Argument	Type	Description
dataset*	string	Which dataset to fetch the latest known snapshot from: "epidemiology" (cases/deaths/tests), "hospitalizations" (hospital/ICU/ventilator patient counts), or "vaccinations" (vaccination totals).
location_key*	string	Location key from the dataset, e.g. "US" (country), "US_CA" (state), or a deeper key discovered via global-health-covid.location_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "location_key",
    "dataset"
  ],
  "properties": {
    "dataset": {
      "enum": [
        "epidemiology",
        "hospitalizations",
        "vaccinations"
      ],
      "type": "string",
      "description": "Which dataset to fetch the latest known snapshot from: \"epidemiology\" (cases/deaths/tests), \"hospitalizations\" (hospital/ICU/ventilator patient counts), or \"vaccinations\" (vaccination totals)."
    },
    "location_key": {
      "type": "string",
      "maxLength": 20,
      "minLength": 2,
      "description": "Location key from the dataset, e.g. \"US\" (country), \"US_CA\" (state), or a deeper key discovered via global-health-covid.location_search."
    }
  },
  "additionalProperties": false
}

global-health-covid.epidemiology.location_history

Get the full daily historical COVID-19 time series for one location, optionally windowed by start_date/end_date. Returns a curated subset of core fields per day: cases, deaths, hospitalizations, and vaccination totals (both new and cumulative), plus population. Does NOT return the raw upstream dataset which includes 700+ demographic/policy/search-trend columns. Use global-health-covid.location_search first to find a valid location_key. Data: Google "COVID-19 Open Data" (storage.googleapis.com/covid19-open-data), no auth required. HISTORICAL DATA ONLY — coverage ends ~2022-09, frozen dataset.

read-only

Argument	Type	Description
end_date	string	Filter history to dates on/before this ISO date, format "YYYY-MM-DD". Omit for full history.
start_date	string	Filter history to dates on/after this ISO date, format "YYYY-MM-DD". Omit for full history.
location_key*	string	Location key from the dataset, e.g. "US" (country), "US_CA" (state), or a deeper key discovered via global-health-covid.location_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "location_key"
  ],
  "properties": {
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Filter history to dates on/before this ISO date, format \"YYYY-MM-DD\". Omit for full history."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Filter history to dates on/after this ISO date, format \"YYYY-MM-DD\". Omit for full history."
    },
    "location_key": {
      "type": "string",
      "maxLength": 20,
      "minLength": 2,
      "description": "Location key from the dataset, e.g. \"US\" (country), \"US_CA\" (state), or a deeper key discovered via global-health-covid.location_search."
    }
  },
  "additionalProperties": false
}

global-health-covid.epidemiology.location_search

Search/list COVID-19 tracked locations (countries, states/provinces, counties, localities) by free-text name, ISO country code, and/or administrative aggregation level. Returns each location's key, names, and level — use the returned location_key with global-health-covid.latest_snapshot or global-health-covid.location_history. Data: Google "COVID-19 Open Data" (storage.googleapis.com/covid19-open-data), no auth required. HISTORICAL DATA ONLY — frozen since 2022-09-15.

read-only

Argument	Type	Description
query	string	Free-text match against country, subregion, or locality name (e.g. "California", "Germany"). Case-insensitive substring match. Omit to browse by country_code/aggregation_level only.
country_code	string	Filter to a single 2-letter ISO country code (e.g. "US", "DE").
aggregation_level	string	Filter by administrative level: "0"=country, "1"=state/province, "2"=county, "3"=locality/city.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 80,
      "minLength": 1,
      "description": "Free-text match against country, subregion, or locality name (e.g. \"California\", \"Germany\"). Case-insensitive substring match. Omit to browse by country_code/aggregation_level only."
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Filter to a single 2-letter ISO country code (e.g. \"US\", \"DE\")."
    },
    "aggregation_level": {
      "enum": [
        "0",
        "1",
        "2",
        "3"
      ],
      "type": "string",
      "description": "Filter by administrative level: \"0\"=country, \"1\"=state/province, \"2\"=county, \"3\"=locality/city."
    }
  },
  "additionalProperties": false
}

gov.brasilapi.banks

List all 472 Brazilian banks with ISPB codes and bank numbers. BrasilAPI MIT

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Argument	Type	Description
refresh	boolean	Set to true to bypass cache and re-fetch the list of 472 Brazilian banks with ISPB codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "refresh": {
      "type": "boolean",
      "description": "Set to true to bypass cache and re-fetch the list of 472 Brazilian banks with ISPB codes."
    }
  },
  "additionalProperties": false
}

gov.brasilapi.cep

Look up a Brazilian address by 8-digit CEP postal code — returns street, neighborhood, city, state, coordinates, timezone. BrasilAPI MIT

read-only

Argument	Type	Description
cep*	string	Brazilian postal code (CEP) — 8 digits with or without dash (e.g. "01001000" or "01001-000"). Returns street, neighborhood, city, state, coords, timezone.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cep"
  ],
  "properties": {
    "cep": {
      "type": "string",
      "minLength": 8,
      "description": "Brazilian postal code (CEP) — 8 digits with or without dash (e.g. \"01001000\" or \"01001-000\"). Returns street, neighborhood, city, state, coords, timezone."
    }
  },
  "additionalProperties": false
}

gov.brasilapi.cnpj

Look up a Brazilian company by 14-digit CNPJ tax ID — returns name, address, CNAE codes, QSA partners, capital, status from Receita Federal. BrasilAPI MIT

read-only

Argument	Type	Description
cnpj*	string	Brazilian company tax ID (CNPJ) — 14 digits with or without punctuation (e.g. "33000167000101" or "33.000.167/0001-01"). Returns full Receita Federal company registry data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cnpj"
  ],
  "properties": {
    "cnpj": {
      "type": "string",
      "minLength": 14,
      "description": "Brazilian company tax ID (CNPJ) — 14 digits with or without punctuation (e.g. \"33000167000101\" or \"33.000.167/0001-01\"). Returns full Receita Federal company registry data."
    }
  },
  "additionalProperties": false
}

gov.brasilapi.ddd

Look up Brazilian area code (DDD, 2 digits) → state and cities. BrasilAPI MIT

read-only

Argument	Type	Description
ddd*	integer	Brazilian area code (DDD) — 2 digits (e.g. 11 for São Paulo, 21 for Rio de Janeiro).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ddd"
  ],
  "properties": {
    "ddd": {
      "type": "integer",
      "maximum": 99,
      "minimum": 11,
      "description": "Brazilian area code (DDD) — 2 digits (e.g. 11 for São Paulo, 21 for Rio de Janeiro)."
    }
  },
  "additionalProperties": false
}

gov.brasilapi.holidays

All Brazilian national holidays for a given year. BrasilAPI MIT

read-only

Argument	Type	Description
year*	integer	Year (e.g. 2026). Returns all Brazilian national holidays for that year.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "year"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Year (e.g. 2026). Returns all Brazilian national holidays for that year."
    }
  },
  "additionalProperties": false
}

gov.brasilapi.rates

Current SELIC, CDI, and IPCA rates from Banco Central do Brasil. BrasilAPI MIT

read-only

Argument	Type	Description
refresh	boolean	Set to true to bypass cache and re-fetch current SELIC, CDI, and IPCA rates.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "refresh": {
      "type": "boolean",
      "description": "Set to true to bypass cache and re-fetch current SELIC, CDI, and IPCA rates."
    }
  },
  "additionalProperties": false
}

gov.fec.candidates

Search 53K+ US federal election candidates by name/cycle/office (House/Senate/Presidential)/state/party. Returns FEC candidate ID + filing dates. FEC public disclosure

read-only

Argument	Type	Description
q	string	Free-text candidate name search (e.g. "Sanders", "Trump").
page	integer	Page number (default 1).
cycle	integer	Election cycle year — even number (e.g. 2024, 2022, 2020).
party	string	Party abbreviation (e.g. "REP", "DEM", "LIB", "GRE").
state	string	2-letter state code (e.g. "CA", "TX").
office	string	Office: "H" House of Representatives, "S" Senate, "P" Presidential.
per_page	integer	Per-page count (default 20, max 100).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Free-text candidate name search (e.g. \"Sanders\", \"Trump\")."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)."
    },
    "cycle": {
      "type": "integer",
      "description": "Election cycle year — even number (e.g. 2024, 2022, 2020)."
    },
    "party": {
      "type": "string",
      "description": "Party abbreviation (e.g. \"REP\", \"DEM\", \"LIB\", \"GRE\")."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "2-letter state code (e.g. \"CA\", \"TX\")."
    },
    "office": {
      "enum": [
        "H",
        "S",
        "P"
      ],
      "type": "string",
      "description": "Office: \"H\" House of Representatives, \"S\" Senate, \"P\" Presidential."
    },
    "per_page": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Per-page count (default 20, max 100)."
    }
  },
  "additionalProperties": false
}

gov.fec.committee_totals

Receipts, disbursements, and cash-on-hand for US political committees (PACs, parties, candidate committees). Filter by cycle and committee type. FEC public disclosure

read-only

Argument	Type	Description
page	integer	Page number (default 1).
cycle	integer	Election cycle year (e.g. 2024).
per_page	integer	Per-page count (default 20, max 100).
committee_type	string	Committee type code: "P" Presidential, "H" House, "S" Senate, "X" Party, "Y" Party-Qualified, "N" PAC, "Q" PAC-Qualified, "O" Super PAC.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)."
    },
    "cycle": {
      "type": "integer",
      "description": "Election cycle year (e.g. 2024)."
    },
    "per_page": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Per-page count (default 20, max 100)."
    },
    "committee_type": {
      "type": "string",
      "description": "Committee type code: \"P\" Presidential, \"H\" House, \"S\" Senate, \"X\" Party, \"Y\" Party-Qualified, \"N\" PAC, \"Q\" PAC-Qualified, \"O\" Super PAC."
    }
  },
  "additionalProperties": false
}

gov.fec.elections

Aggregate election totals by cycle, office, and state — total receipts, disbursements, candidate count per race. FEC public disclosure

read-only

Argument	Type	Description
page	integer	Page number (default 1).
cycle	integer	Election cycle year (e.g. 2024).
state	string	2-letter state code.
office	string	Office: "H" House, "S" Senate, "P" Presidential.
per_page	integer	Per-page count (default 20, max 100).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)."
    },
    "cycle": {
      "type": "integer",
      "description": "Election cycle year (e.g. 2024)."
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "2-letter state code."
    },
    "office": {
      "enum": [
        "H",
        "S",
        "P"
      ],
      "type": "string",
      "description": "Office: \"H\" House, \"S\" Senate, \"P\" Presidential."
    },
    "per_page": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Per-page count (default 20, max 100)."
    }
  },
  "additionalProperties": false
}

gov.fec.super_pac_spending

Schedule E independent expenditures — Super PAC spending supporting/opposing specific federal candidates. Filter by cycle, candidate ID, or support/oppose direction. FEC public disclosure

read-only

Argument	Type	Description
page	integer	Page number (default 1).
cycle	integer	Election cycle year (e.g. 2024).
per_page	integer	Per-page count (default 20, max 100).
candidate_id	string	FEC candidate ID (from fec.candidates) — return only expenditures targeting this candidate.
support_oppose	string	"S" support / "O" oppose. If omitted, both directions returned.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)."
    },
    "cycle": {
      "type": "integer",
      "description": "Election cycle year (e.g. 2024)."
    },
    "per_page": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Per-page count (default 20, max 100)."
    },
    "candidate_id": {
      "type": "string",
      "description": "FEC candidate ID (from fec.candidates) — return only expenditures targeting this candidate."
    },
    "support_oppose": {
      "enum": [
        "S",
        "O"
      ],
      "type": "string",
      "description": "\"S\" support / \"O\" oppose. If omitted, both directions returned."
    }
  },
  "additionalProperties": false
}

gov.sg.air_quality

Real-time PM2.5 readings (μg/m³) for the 5 Singapore regions (north/south/east/west/central). NEA, SG Open Data Licence v1.0

read-only

Argument	Type	Description
date	string	Optional ISO 8601 date (YYYY-MM-DD) or datetime to query historical data. If omitted, returns the latest snapshot.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "description": "Optional ISO 8601 date (YYYY-MM-DD) or datetime to query historical data. If omitted, returns the latest snapshot."
    }
  },
  "additionalProperties": false
}

gov.sg.rainfall

5-minute rainfall readings (mm) from 60 NEA weather stations across Singapore with station coords. SG Open Data Licence v1.0

read-only

Argument	Type	Description
date	string	Optional ISO 8601 date (YYYY-MM-DD) or datetime to query historical data. If omitted, returns the latest snapshot.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "description": "Optional ISO 8601 date (YYYY-MM-DD) or datetime to query historical data. If omitted, returns the latest snapshot."
    }
  },
  "additionalProperties": false
}

gov.sg.taxi_availability

Live taxi positions across Singapore aggregated to a 5km grid — returns the top 30 zones by taxi count and the timestamp of the snapshot. LTA, SG Open Data Licence v1.0

read-only

Argument	Type	Description
refresh	boolean	Set to true to bypass cache and re-fetch the latest snapshot.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "refresh": {
      "type": "boolean",
      "description": "Set to true to bypass cache and re-fetch the latest snapshot."
    }
  },
  "additionalProperties": false
}

gov.sg.weather_forecast

Real-time 2-hour weather forecast for 51 Singapore zones (showers/cloudy/etc.) from NEA. Singapore Open Data Licence v1.0

read-only

Argument	Type	Description
date	string	Optional ISO 8601 date (YYYY-MM-DD) or datetime to query historical data. If omitted, returns the latest snapshot.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "description": "Optional ISO 8601 date (YYYY-MM-DD) or datetime to query historical data. If omitted, returns the latest snapshot."
    }
  },
  "additionalProperties": false
}

gov.ukpolice.crimes_near

Street-level UK crime records within 1 mile of a coordinate for a given month (England + Wales, 43 forces). Filter by crime category. Returns up to 500 records with category, location, outcome status. OGL v3.0 (commercial OK)

read-only

Argument	Type	Description
lat*	number	Latitude (e.g. 51.5074 for central London). UK area only.
lng*	number	Longitude (e.g. -0.1278 for central London).
date	string	Month in YYYY-MM format (e.g. "2024-06"). Defaults to latest available month if omitted.
limit	integer	Max crime records to return (default 100, max 500).
category	string	Crime category slug — "all-crime" (default), "burglary", "violent-crime", "drugs", "robbery", "shoplifting", "vehicle-crime", "anti-social-behaviour", etc.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "description": "Latitude (e.g. 51.5074 for central London). UK area only."
    },
    "lng": {
      "type": "number",
      "description": "Longitude (e.g. -0.1278 for central London)."
    },
    "date": {
      "type": "string",
      "description": "Month in YYYY-MM format (e.g. \"2024-06\"). Defaults to latest available month if omitted."
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Max crime records to return (default 100, max 500)."
    },
    "category": {
      "type": "string",
      "description": "Crime category slug — \"all-crime\" (default), \"burglary\", \"violent-crime\", \"drugs\", \"robbery\", \"shoplifting\", \"vehicle-crime\", \"anti-social-behaviour\", etc."
    }
  },
  "additionalProperties": false
}

gov.ukpolice.forces

List the 43 UK police forces (id + name) for England and Wales. Used to drill down into per-force statistics. OGL v3.0

read-only

Argument	Type	Description
refresh	boolean	Set to true to bypass cache and re-fetch the list of 43 UK police forces.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "refresh": {
      "type": "boolean",
      "description": "Set to true to bypass cache and re-fetch the list of 43 UK police forces."
    }
  },
  "additionalProperties": false
}

gov.ukpolice.outcomes

Case outcomes (charged, acquitted, action taken, etc.) for crimes at a UK coordinate in a given month. Useful for property safety scoring. OGL v3.0

read-only

Argument	Type	Description
lat*	number	Latitude of the location to query (e.g. 51.5074).
lng*	number	Longitude of the location to query (e.g. -0.1278).
date	string	Month in YYYY-MM format. Defaults to latest available month.
limit	integer	Max outcome records to return (default 100, max 500).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "description": "Latitude of the location to query (e.g. 51.5074)."
    },
    "lng": {
      "type": "number",
      "description": "Longitude of the location to query (e.g. -0.1278)."
    },
    "date": {
      "type": "string",
      "description": "Month in YYYY-MM format. Defaults to latest available month."
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Max outcome records to return (default 100, max 500)."
    }
  },
  "additionalProperties": false
}

govuk.content.fetch

Fetch full content of a GOV.UK page by its base path — title, publication date, organisation, full HTML body (or structured fields per content type), related documents.

read-only

Argument	Type	Description
base_path*	string	GOV.UK URL path starting with /, e.g. '/income-tax-rates' or '/government/publications/spring-statement-2026'. Get from govuk.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "base_path"
  ],
  "properties": {
    "base_path": {
      "type": "string",
      "description": "GOV.UK URL path starting with /, e.g. '/income-tax-rates' or '/government/publications/spring-statement-2026'. Get from govuk.search results."
    }
  },
  "additionalProperties": false
}

govuk.content.search

Full-text search across all 700K+ GOV.UK documents — guidance pages, news articles, statistics releases, organisation pages, ministerial pages, statutory instruments. Filter by content type, organisation, topic. Distinct from UK FSA (food ratings only) — this covers ALL government publications.

read-only

Argument	Type	Description
q*	string	Search query (free text). Examples: 'energy bill rebate', 'visa skilled worker', 'income tax allowance 2026'.
count	integer	Results per page (1-100, default 10).
order	string	Sort order. Default is relevance. Use '-public_timestamp' for newest first, 'public_timestamp' for oldest first.
start	integer	Offset for pagination (default 0).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "description": "Search query (free text). Examples: 'energy bill rebate', 'visa skilled worker', 'income tax allowance 2026'."
    },
    "count": {
      "type": "integer",
      "default": 10,
      "maximum": 100,
      "minimum": 1,
      "description": "Results per page (1-100, default 10)."
    },
    "order": {
      "enum": [
        "-public_timestamp",
        "public_timestamp",
        "relevance",
        "-relevance"
      ],
      "type": "string",
      "description": "Sort order. Default is relevance. Use '-public_timestamp' for newest first, 'public_timestamp' for oldest first."
    },
    "start": {
      "type": "integer",
      "default": 0,
      "minimum": 0,
      "description": "Offset for pagination (default 0)."
    }
  },
  "additionalProperties": false
}

govuk.organisations.list

List or search UK government organisations (ministerial departments, executive agencies, NDPBs, public corporations) — name, web URL, parent department, child organisations. 1100+ entries from Cabinet Office to local agencies.

read-only

Argument	Type	Description
page	integer	Page number (1-100, default 1, 20 organisations per page).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "maximum": 100,
      "minimum": 1,
      "description": "Page number (1-100, default 1, 20 organisations per page)."
    }
  },
  "additionalProperties": false
}

gus-poland.reference.subjects

Browse the topic hierarchy of Poland's official Local Data Bank (Bank Danych Lokalnych, GUS statistics office) — prices, demography, finance, environment, labour market, and more. Omit parent_id to list the 33 root topics, or pass a parent_id to list its children. Leaf subjects (has_variables=true) can be passed to gus-poland.variables. Data: bdl.stat.gov.pl (GUS BDL API v1), no auth required.

read-only

Argument	Type	Description
page	integer	Zero-based page number (default 0).
page_size	integer	Results per page, 1-100 (default 20).
parent_id	string	BDL subject-tree node id to list children of (e.g. "K15" for PRICES, "G186" for a sub-topic). Omit to list the 33 root-level topic categories.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page number (default 0)."
    },
    "page_size": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Results per page, 1-100 (default 20)."
    },
    "parent_id": {
      "type": "string",
      "description": "BDL subject-tree node id to list children of (e.g. \"K15\" for PRICES, \"G186\" for a sub-topic). Omit to list the 33 root-level topic categories."
    }
  },
  "additionalProperties": false
}

gus-poland.reference.variables

Search for Polish official statistical variables by keyword (e.g. "population", "unemployment", "average salary"), or list all variables under a subject_id from gus-poland.subjects. Returns each variable's numeric variable_id and measurement unit, for use with gus-poland.data. Data: bdl.stat.gov.pl (GUS BDL API v1), no auth required.

read-only

Argument	Type	Description
page	integer	Zero-based page number (default 0).
query	string	Search variables by keyword in their name, e.g. "population", "unemployment", "average salary". Either query or subject_id is required.
page_size	integer	Results per page, 1-100 (default 20).
subject_id	string	List all variables under a leaf subject id (hasVariables=true) from gus-poland.subjects, e.g. "P1458". Either query or subject_id is required.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page number (default 0)."
    },
    "query": {
      "type": "string",
      "description": "Search variables by keyword in their name, e.g. \"population\", \"unemployment\", \"average salary\". Either query or subject_id is required."
    },
    "page_size": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Results per page, 1-100 (default 20)."
    },
    "subject_id": {
      "type": "string",
      "description": "List all variables under a leaf subject id (hasVariables=true) from gus-poland.subjects, e.g. \"P1458\". Either query or subject_id is required."
    }
  },
  "additionalProperties": false
}

gus-poland.series.data

Get statistical values for a variable_id from gus-poland.variables, broken down by territorial unit. Use unit_level (0=Poland, 1=macroregion, 2=voivodeship, 3=region, 4=subregion, 5=powiat, 6=gmina, 7=locality; default 2) to get all units at that level, or a specific unit_id (12-digit TERYT code, e.g. "000000000000" for all of Poland) for one unit's full series. Optionally filter by year(s). Data: bdl.stat.gov.pl (GUS BDL API v1), no auth required.

read-only

Argument	Type	Description
page	integer	Zero-based page number (default 0).
year	array	One or more specific years to filter by, e.g. [2022, 2023]. Omit to return the full available history.
unit_id	string	BDL 12-digit territorial unit code to fetch a single unit's series (e.g. "000000000000" for all of Poland, "011200000000" for Małopolskie voivodeship). If set, unit_level is ignored.
page_size	integer	Territorial units per page, 1-100 (default 20).
unit_level	integer	Administrative level to break the data down by when unit_id is not set: 0=Poland, 1=macroregion, 2=voivodeship, 3=region, 4=subregion, 5=powiat (county), 6=gmina (municipality), 7=statistical locality. Default 2 (voivodeship).
variable_id*	integer	Numeric variable id from gus-poland.variables (e.g. 4859 for "wheat 1 dt" procurement price).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "variable_id"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page number (default 0)."
    },
    "year": {
      "type": "array",
      "items": {
        "type": "integer"
      },
      "maxItems": 10,
      "description": "One or more specific years to filter by, e.g. [2022, 2023]. Omit to return the full available history."
    },
    "unit_id": {
      "type": "string",
      "description": "BDL 12-digit territorial unit code to fetch a single unit's series (e.g. \"000000000000\" for all of Poland, \"011200000000\" for Małopolskie voivodeship). If set, unit_level is ignored."
    },
    "page_size": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Territorial units per page, 1-100 (default 20)."
    },
    "unit_level": {
      "type": "integer",
      "maximum": 7,
      "minimum": 0,
      "description": "Administrative level to break the data down by when unit_id is not set: 0=Poland, 1=macroregion, 2=voivodeship, 3=region, 4=subregion, 5=powiat (county), 6=gmina (municipality), 7=statistical locality. Default 2 (voivodeship)."
    },
    "variable_id": {
      "type": "integer",
      "description": "Numeric variable id from gus-poland.variables (e.g. 4859 for \"wheat 1 dt\" procurement price)."
    }
  },
  "additionalProperties": false
}

hackernews.item.details

Fetch full details for any HackerNews item by its integer ID — works for stories, comments, Ask HN posts, Show HN posts, jobs, and polls. Returns type, title, URL, author, score, body text (HTML-stripped), comment count, child comment IDs (up to 10), and direct HN link. No auth required. Data: Hacker News (CC BY 3.0).

read-only

Argument	Type	Description
id*	integer	HackerNews item ID (integer). Works for stories, comments, jobs, polls, and poll options. Example: 48713832

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "HackerNews item ID (integer). Works for stories, comments, jobs, polls, and poll options. Example: 48713832",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

hackernews.stories.best

Fetch the best-rated stories from Hacker News — high-quality posts selected by the HN "best" feed algorithm which balances score, engagement, and editorial quality. Up to 20 stories with title, URL, author, score, and comment count. No auth required. Data: Hacker News (CC BY 3.0).

read-only

Argument	Type	Description
limit	integer	Number of best stories to return (1–20, default 10). HackerNews "best" feed: high-quality posts with strong upvotes and engagement.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of best stories to return (1–20, default 10). HackerNews \"best\" feed: high-quality posts with strong upvotes and engagement."
    }
  },
  "additionalProperties": false
}

hackernews.stories.new

Fetch the most recently submitted stories from Hacker News — up to 20 posts sorted by submission time (newest first). Useful for monitoring breaking tech news and community discussion before posts gain front-page visibility. Returns title, URL, author, score, and comment count. No auth required. Data: Hacker News (CC BY 3.0).

read-only

Argument	Type	Description
limit	integer	Number of newest stories to return (1–20, default 10). Sorted by submission time, most recent first.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of newest stories to return (1–20, default 10). Sorted by submission time, most recent first."
    }
  },
  "additionalProperties": false
}

hackernews.stories.top

Fetch the current top stories from Hacker News — returns up to 20 posts with title, URL, score, author, comment count, and submission time. The HN front page algorithm ranks by score and recency. Results reflect the live HackerNews ranking updated every few minutes. No auth required. Data: Hacker News (CC BY 3.0).

read-only

Argument	Type	Description
limit	integer	Number of top stories to return (1–20, default 10). Each story includes title, URL, score, and comment count.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of top stories to return (1–20, default 10). Each story includes title, URL, score, and comment count."
    }
  },
  "additionalProperties": false
}

hackernews.user.profile

Fetch a HackerNews user profile by username — returns karma score, account creation date, about/bio text, and total submission count (stories + comments). Useful for checking contributor credibility or researching HN community members. No auth required. Data: Hacker News (CC BY 3.0).

read-only

Argument	Type	Description
username*	string	HackerNews username (case-sensitive). Examples: "pg", "dang", "tptacek". Returns karma, account age, about text, and submission count.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "username"
  ],
  "properties": {
    "username": {
      "type": "string",
      "minLength": 1,
      "description": "HackerNews username (case-sensitive). Examples: \"pg\", \"dang\", \"tptacek\". Returns karma, account age, about text, and submission count."
    }
  },
  "additionalProperties": false
}

hathitrust-digital.catalog.batch_lookup

Look up 1-10 identifiers (any mix of oclc/isbn/issn/lccn/htid/recordnumber) against the HathiTrust catalog in a single call. Returns the same per-identifier record + item availability data as lookup_by_id, one result per queried identifier — use this instead of repeated lookup_by_id calls when checking availability for a reading list or citation set. Data: HathiTrust Bibliographic API, no auth required.

read-only

Argument	Type	Description
ids*	array	1-10 identifiers to look up in a single call, each with its own id_type

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ids"
  ],
  "properties": {
    "ids": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "id_type",
          "id_value"
        ],
        "properties": {
          "id_type": {
            "enum": [
              "oclc",
              "isbn",
              "issn",
              "lccn",
              "htid",
              "recordnumber"
            ],
            "type": "string",
            "description": "Identifier type: \"oclc\" (WorldCat number), \"isbn\", \"issn\", \"lccn\" (Library of Congress Control Number), \"htid\" (HathiTrust volume ID, e.g. \"pur1.32754075735872\"), or \"recordnumber\" (HathiTrust catalog record number)"
          },
          "id_value": {
            "type": "string",
            "minLength": 1,
            "description": "The identifier value to look up"
          }
        },
        "additionalProperties": false
      },
      "maxItems": 10,
      "minItems": 1,
      "description": "1-10 identifiers to look up in a single call, each with its own id_type"
    }
  },
  "additionalProperties": false
}

hathitrust-digital.catalog.get_full_record

Get the full HathiTrust catalog record for one identifier (oclc/isbn/issn/lccn/htid/recordnumber), including everything lookup_by_id returns plus MARC-derived detail: authors, publisher, place of publication, physical description, subject headings, and language. Use this when you need bibliographic detail beyond title/ISBN, not just item availability. Data: HathiTrust Bibliographic API, no auth required.

read-only

Argument	Type	Description
id_type*	string	Identifier type: "oclc" (WorldCat number), "isbn", "issn", "lccn" (Library of Congress Control Number), "htid" (HathiTrust volume ID, e.g. "pur1.32754075735872"), or "recordnumber" (HathiTrust catalog record number)
id_value*	string	The identifier value to look up (e.g. "8727632" for an oclc id_type)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id_type",
    "id_value"
  ],
  "properties": {
    "id_type": {
      "enum": [
        "oclc",
        "isbn",
        "issn",
        "lccn",
        "htid",
        "recordnumber"
      ],
      "type": "string",
      "description": "Identifier type: \"oclc\" (WorldCat number), \"isbn\", \"issn\", \"lccn\" (Library of Congress Control Number), \"htid\" (HathiTrust volume ID, e.g. \"pur1.32754075735872\"), or \"recordnumber\" (HathiTrust catalog record number)"
    },
    "id_value": {
      "type": "string",
      "minLength": 1,
      "description": "The identifier value to look up (e.g. \"8727632\" for an oclc id_type)"
    }
  },
  "additionalProperties": false
}

hathitrust-digital.catalog.lookup

Look up a book/serial in the HathiTrust shared digital library (18M+ volumes from 60+ research libraries) by one identifier: oclc (WorldCat number), isbn, issn, lccn, htid (HathiTrust volume ID), or recordnumber. Returns matching catalog record(s) — title, ISBNs/ISSNs/OCLC/LCCN, publish dates — plus every digitized item holding that record, with its contributing library, item URL, and access rights (e.g. "Full view", "Limited (search-only)"). Call hathitrust-digital.get_full_record for authors/publisher/subjects. Data: HathiTrust Bibliographic API, no auth required.

read-only

Argument	Type	Description
id_type*	string	Identifier type: "oclc" (WorldCat number), "isbn", "issn", "lccn" (Library of Congress Control Number), "htid" (HathiTrust volume ID, e.g. "pur1.32754075735872"), or "recordnumber" (HathiTrust catalog record number)
id_value*	string	The identifier value to look up (e.g. "8727632" for an oclc id_type)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id_type",
    "id_value"
  ],
  "properties": {
    "id_type": {
      "enum": [
        "oclc",
        "isbn",
        "issn",
        "lccn",
        "htid",
        "recordnumber"
      ],
      "type": "string",
      "description": "Identifier type: \"oclc\" (WorldCat number), \"isbn\", \"issn\", \"lccn\" (Library of Congress Control Number), \"htid\" (HathiTrust volume ID, e.g. \"pur1.32754075735872\"), or \"recordnumber\" (HathiTrust catalog record number)"
    },
    "id_value": {
      "type": "string",
      "minLength": 1,
      "description": "The identifier value to look up (e.g. \"8727632\" for an oclc id_type)"
    }
  },
  "additionalProperties": false
}

hdx-hapi.coordination.humanitarian_needs

Get People-in-Need (PIN) figures broken down by sector, category (age/gender/disability), and population_status (affected/in-need/targeted/reached). Filter by location_code (ISO3), sector_name, population_status, admin1_name, and admin_level. Data: HDX Humanitarian API (hapi.humdata.org), run by UN OCHA Centre for Humanitarian Data, CC BY 4.0, no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum rows to return (1-1000, default 100)
offset	integer	Number of rows to skip, for pagination (default 0)
admin1_name	string	1st-level subnational admin area name to filter results, e.g. "Kayes"
admin_level	string	Admin granularity of returned rows: 0=national, 1=admin1, 2=admin2
sector_name	string	Humanitarian sector name to filter results, e.g. "Health", "Food Security"
location_code	string	ISO3 country code to filter results, e.g. "MLI", "AFG", "SOM"
location_name	string	Country name to filter results (alternative to location_code), e.g. "Mali"
population_status	string	Population status: AFF=affected, INN=in need, TGT=targeted, REA=reached, all=all statuses

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum rows to return (1-1000, default 100)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of rows to skip, for pagination (default 0)"
    },
    "admin1_name": {
      "type": "string",
      "description": "1st-level subnational admin area name to filter results, e.g. \"Kayes\""
    },
    "admin_level": {
      "enum": [
        "0",
        "1",
        "2"
      ],
      "type": "string",
      "description": "Admin granularity of returned rows: 0=national, 1=admin1, 2=admin2"
    },
    "sector_name": {
      "type": "string",
      "description": "Humanitarian sector name to filter results, e.g. \"Health\", \"Food Security\""
    },
    "location_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO3 country code to filter results, e.g. \"MLI\", \"AFG\", \"SOM\""
    },
    "location_name": {
      "type": "string",
      "description": "Country name to filter results (alternative to location_code), e.g. \"Mali\""
    },
    "population_status": {
      "enum": [
        "AFF",
        "INN",
        "TGT",
        "REA",
        "all"
      ],
      "type": "string",
      "description": "Population status: AFF=affected, INN=in need, TGT=targeted, REA=reached, all=all statuses"
    }
  },
  "additionalProperties": false
}

hdx-hapi.coordination.operational_presence

Get "who's doing what, where" (3W) humanitarian response data — which organizations are active in which sector (Health, Nutrition, WASH, etc.) and location. Filter by location_code (ISO3), sector_name, org_name, admin1_name, and admin_level. Data: HDX Humanitarian API (hapi.humdata.org), run by UN OCHA Centre for Humanitarian Data, CC BY 4.0, no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum rows to return (1-1000, default 100)
offset	integer	Number of rows to skip, for pagination (default 0)
org_name	string	Responding organization name to filter results, e.g. "UNICEF"
admin1_name	string	1st-level subnational admin area name to filter results, e.g. "Kayes"
admin_level	string	Admin granularity of returned rows: 0=national, 1=admin1, 2=admin2
sector_name	string	Humanitarian sector name to filter results, e.g. "Health", "Nutrition"
location_code	string	ISO3 country code to filter results, e.g. "MLI", "AFG", "SOM"
location_name	string	Country name to filter results (alternative to location_code), e.g. "Mali"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum rows to return (1-1000, default 100)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of rows to skip, for pagination (default 0)"
    },
    "org_name": {
      "type": "string",
      "description": "Responding organization name to filter results, e.g. \"UNICEF\""
    },
    "admin1_name": {
      "type": "string",
      "description": "1st-level subnational admin area name to filter results, e.g. \"Kayes\""
    },
    "admin_level": {
      "enum": [
        "0",
        "1",
        "2"
      ],
      "type": "string",
      "description": "Admin granularity of returned rows: 0=national, 1=admin1, 2=admin2"
    },
    "sector_name": {
      "type": "string",
      "description": "Humanitarian sector name to filter results, e.g. \"Health\", \"Nutrition\""
    },
    "location_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO3 country code to filter results, e.g. \"MLI\", \"AFG\", \"SOM\""
    },
    "location_name": {
      "type": "string",
      "description": "Country name to filter results (alternative to location_code), e.g. \"Mali\""
    }
  },
  "additionalProperties": false
}

hdx-hapi.food.security_ipc

Get IPC (Integrated Food Security Phase Classification) data — population counts by food-insecurity phase (1=minimal to 5=catastrophe), current and projected. Filter by location_code (ISO3), ipc_phase, admin1_name, and admin_level. Data: HDX Humanitarian API (hapi.humdata.org), run by UN OCHA Centre for Humanitarian Data, CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Maximum rows to return (1-1000, default 100)
offset	integer	Number of rows to skip, for pagination (default 0)
ipc_phase	string	IPC phase classification: 1=minimal, 2=stressed, 3=crisis, 4=emergency, 5=catastrophe, 3+=crisis or worse, all=all phases
admin1_name	string	1st-level subnational admin area name to filter results, e.g. "Kayes"
admin_level	string	Admin granularity of returned rows: 0=national, 1=admin1, 2=admin2
location_code	string	ISO3 country code to filter results, e.g. "MLI", "AFG", "SOM"
location_name	string	Country name to filter results (alternative to location_code), e.g. "Mali"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum rows to return (1-1000, default 100)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of rows to skip, for pagination (default 0)"
    },
    "ipc_phase": {
      "enum": [
        "1",
        "2",
        "3",
        "4",
        "5",
        "3+",
        "all"
      ],
      "type": "string",
      "description": "IPC phase classification: 1=minimal, 2=stressed, 3=crisis, 4=emergency, 5=catastrophe, 3+=crisis or worse, all=all phases"
    },
    "admin1_name": {
      "type": "string",
      "description": "1st-level subnational admin area name to filter results, e.g. \"Kayes\""
    },
    "admin_level": {
      "enum": [
        "0",
        "1",
        "2"
      ],
      "type": "string",
      "description": "Admin granularity of returned rows: 0=national, 1=admin1, 2=admin2"
    },
    "location_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO3 country code to filter results, e.g. \"MLI\", \"AFG\", \"SOM\""
    },
    "location_name": {
      "type": "string",
      "description": "Country name to filter results (alternative to location_code), e.g. \"Mali\""
    }
  },
  "additionalProperties": false
}

hdx-hapi.geography.baseline_population

Get baseline population demographics broken down by gender and age range for a country or subnational admin area. Filter by location_code (ISO3), gender, age_range, admin1_name, and admin_level. Data: HDX Humanitarian API (hapi.humdata.org), run by UN OCHA Centre for Humanitarian Data, CC BY 4.0, no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum rows to return (1-1000, default 100)
gender	string	Gender code: f=female, m=male, x=non-binary, u=unknown, o=other, all=all
offset	integer	Number of rows to skip, for pagination (default 0)
age_range	string	Age range as "[start]-[end]" (e.g. "0-4", "18-59"), or "all" for all ages
admin1_name	string	1st-level subnational admin area name to filter results, e.g. "Kayes"
admin_level	string	Admin granularity of returned rows: 0=national, 1=admin1, 2=admin2
location_code	string	ISO3 country code to filter results, e.g. "MLI", "AFG", "SOM"
location_name	string	Country name to filter results (alternative to location_code), e.g. "Mali"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum rows to return (1-1000, default 100)"
    },
    "gender": {
      "enum": [
        "f",
        "m",
        "x",
        "u",
        "o",
        "all"
      ],
      "type": "string",
      "description": "Gender code: f=female, m=male, x=non-binary, u=unknown, o=other, all=all"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of rows to skip, for pagination (default 0)"
    },
    "age_range": {
      "type": "string",
      "description": "Age range as \"[start]-[end]\" (e.g. \"0-4\", \"18-59\"), or \"all\" for all ages"
    },
    "admin1_name": {
      "type": "string",
      "description": "1st-level subnational admin area name to filter results, e.g. \"Kayes\""
    },
    "admin_level": {
      "enum": [
        "0",
        "1",
        "2"
      ],
      "type": "string",
      "description": "Admin granularity of returned rows: 0=national, 1=admin1, 2=admin2"
    },
    "location_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO3 country code to filter results, e.g. \"MLI\", \"AFG\", \"SOM\""
    },
    "location_name": {
      "type": "string",
      "description": "Country name to filter results (alternative to location_code), e.g. \"Mali\""
    }
  },
  "additionalProperties": false
}

hdx.datasets.detail

Get full metadata for a single HDX dataset by id or URL slug: description, publishing organization, covered locations, tags, update frequency, license, source, and the full list of downloadable resources (name, format, download URL, size). Use hdx.dataset_search first to find a dataset id. Data: HDX CKAN Action API (data.humdata.org), no auth required.

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Argument	Type	Description
id*	string	HDX dataset id or URL slug (e.g. "hdx-hapi-som")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "HDX dataset id or URL slug (e.g. \"hdx-hapi-som\")"
    }
  },
  "additionalProperties": false
}

hdx.datasets.search

Search the Humanitarian Data Exchange catalog for datasets by free-text query, country, and/or publishing organization. Returns each dataset's id, title, notes, organization, resource count, dataset date range, license, and tags. Covers population, displacement, food security, health, conflict, and climate data for humanitarian response. Data: HDX CKAN Action API (data.humdata.org), no auth required.

read-only

Argument	Type	Description
rows	integer	Number of datasets to return (1-20, default 10)
query	string	Free-text search across dataset title/description (e.g. "food security")
country	string	HDX location slug to filter by (e.g. "som" for Somalia, "ukr" for Ukraine)
organization	string	HDX organization slug to filter by (e.g. "who", "unhcr", "ocha-fts")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of datasets to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "description": "Free-text search across dataset title/description (e.g. \"food security\")"
    },
    "country": {
      "type": "string",
      "description": "HDX location slug to filter by (e.g. \"som\" for Somalia, \"ukr\" for Ukraine)"
    },
    "organization": {
      "type": "string",
      "description": "HDX organization slug to filter by (e.g. \"who\", \"unhcr\", \"ocha-fts\")"
    }
  },
  "additionalProperties": false
}

hdx.reference.locations

List countries/regions tracked on HDX with their published dataset count, optionally filtered by a name substring. Use the returned location id as the `country` filter for hdx.dataset_search. Data: HDX CKAN Action API (data.humdata.org), no auth required.

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Argument	Type	Description
limit	integer	Max locations to return (1-100, default 50)
query	string	Substring filter on location name (e.g. "sudan")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max locations to return (1-100, default 50)"
    },
    "query": {
      "type": "string",
      "description": "Substring filter on location name (e.g. \"sudan\")"
    }
  },
  "additionalProperties": false
}

hdx.reference.organizations

List humanitarian organizations publishing data on HDX (UN agencies, NGOs, governments, clusters) with their published dataset count, optionally filtered by a name substring. Use the returned slug as the `organization` filter for hdx.dataset_search. Data: HDX CKAN Action API (data.humdata.org), no auth required.

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Argument	Type	Description
limit	integer	Max organizations to return (1-50, default 20)
query	string	Substring filter on organization title (e.g. "red cross")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max organizations to return (1-50, default 20)"
    },
    "query": {
      "type": "string",
      "description": "Substring filter on organization title (e.g. \"red cross\")"
    }
  },
  "additionalProperties": false
}

health.clinical.search

Search 577,000+ clinical trials worldwide — filter by condition (cancer, diabetes), intervention (drug name), sponsor, status (recruiting/completed), phase. Returns NCT ID, title, status, conditions, interventions, sponsor, enrollment. US National Library of Medicine (ClinicalTrials.gov)

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–50). Default: 10.
phase	string	Filter by clinical trial phase. PHASE1=safety, PHASE2=efficacy, PHASE3=confirmatory, PHASE4=post-market, NA=not applicable (e.g. observational studies).
status	string	Filter by overall trial status. Most useful values: "RECRUITING" (open enrollment), "COMPLETED" (finished), "ACTIVE_NOT_RECRUITING" (ongoing but closed to new participants).
keyword	string	Free-text keyword search across all text fields of the trial record (e.g. "immunotherapy", "biomarker", "phase 3 randomized").
sponsor	string	Sponsor or organization name to search for (e.g. "Pfizer", "NIH", "Mayo Clinic"). Searches the lead sponsor field.
condition	string	Disease or condition to search for (e.g. "diabetes", "breast cancer", "COVID-19"). Searches the conditions field of registered trials.
page_token	string	Pagination token from a previous search response (next_page_token field). Omit for the first page.
intervention	string	Drug or intervention to search for (e.g. "aspirin", "metformin", "CAR T-cell therapy"). Searches the interventions field of registered trials.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results to return (1–50). Default: 10."
    },
    "phase": {
      "enum": [
        "PHASE1",
        "PHASE2",
        "PHASE3",
        "PHASE4",
        "EARLY_PHASE1",
        "NA"
      ],
      "type": "string",
      "description": "Filter by clinical trial phase. PHASE1=safety, PHASE2=efficacy, PHASE3=confirmatory, PHASE4=post-market, NA=not applicable (e.g. observational studies)."
    },
    "status": {
      "enum": [
        "RECRUITING",
        "NOT_YET_RECRUITING",
        "ACTIVE_NOT_RECRUITING",
        "COMPLETED",
        "TERMINATED",
        "WITHDRAWN",
        "SUSPENDED",
        "UNKNOWN"
      ],
      "type": "string",
      "description": "Filter by overall trial status. Most useful values: \"RECRUITING\" (open enrollment), \"COMPLETED\" (finished), \"ACTIVE_NOT_RECRUITING\" (ongoing but closed to new participants)."
    },
    "keyword": {
      "type": "string",
      "description": "Free-text keyword search across all text fields of the trial record (e.g. \"immunotherapy\", \"biomarker\", \"phase 3 randomized\")."
    },
    "sponsor": {
      "type": "string",
      "description": "Sponsor or organization name to search for (e.g. \"Pfizer\", \"NIH\", \"Mayo Clinic\"). Searches the lead sponsor field."
    },
    "condition": {
      "type": "string",
      "description": "Disease or condition to search for (e.g. \"diabetes\", \"breast cancer\", \"COVID-19\"). Searches the conditions field of registered trials."
    },
    "page_token": {
      "type": "string",
      "description": "Pagination token from a previous search response (next_page_token field). Omit for the first page."
    },
    "intervention": {
      "type": "string",
      "description": "Drug or intervention to search for (e.g. \"aspirin\", \"metformin\", \"CAR T-cell therapy\"). Searches the interventions field of registered trials."
    }
  },
  "additionalProperties": false
}

health.clinical.stats

Total number of registered clinical studies in the ClinicalTrials.gov database (577,000+ as of March 2026) (ClinicalTrials.gov)

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Argument	Type	Description
dummy	string	Unused parameter — included for schema compatibility. Leave empty. Returns total study count and average record size from ClinicalTrials.gov.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "dummy": {
      "type": "string",
      "description": "Unused parameter — included for schema compatibility. Leave empty. Returns total study count and average record size from ClinicalTrials.gov."
    }
  },
  "additionalProperties": false
}

health.clinical.study

Full details for a clinical trial by NCT ID — protocol, conditions, interventions with dosing, eligibility criteria (age, sex), primary/secondary outcomes, sponsor, enrollment, phase, study design, dates, results if available (ClinicalTrials.gov)

read-only

Argument	Type	Description
nct_id*	string	ClinicalTrials.gov registry identifier in NCT format (e.g. "NCT04368728", "NCT01454700"). Must start with "NCT" followed by 8 digits.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "nct_id"
  ],
  "properties": {
    "nct_id": {
      "type": "string",
      "pattern": "^NCT\\d{8}$",
      "description": "ClinicalTrials.gov registry identifier in NCT format (e.g. \"NCT04368728\", \"NCT01454700\"). Must start with \"NCT\" followed by 8 digits."
    }
  },
  "additionalProperties": false
}

health.nutrition.food_details

Get detailed nutrition data for a food item — up to 150 nutrients, portions, serving sizes, ingredients (USDA)

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Argument	Type	Description
fdc_id*	integer	USDA FoodData Central food ID (e.g. 171705 for chicken breast)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "fdc_id"
  ],
  "properties": {
    "fdc_id": {
      "type": "integer",
      "description": "USDA FoodData Central food ID (e.g. 171705 for chicken breast)"
    }
  },
  "additionalProperties": false
}

health.nutrition.food_search

Search 350K+ foods in the USDA FoodData Central database — nutrition facts, ingredients, branded products, and reference foods

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Argument	Type	Description
query*	string	Food search query (e.g. "chicken breast", "brown rice", "vitamin D milk")
data_type	string	USDA data type filter: "Foundation" (reference foods), "Branded" (brand-name products), "SR Legacy" (legacy reference), "all" (default)
page_size	integer	Results per page (1-200, default 50)
brand_owner	string	Filter by brand owner name (e.g. "General Mills", "Tyson")
page_number	integer	Page number (default 1)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Food search query (e.g. \"chicken breast\", \"brown rice\", \"vitamin D milk\")"
    },
    "data_type": {
      "enum": [
        "Foundation",
        "Branded",
        "SR Legacy",
        "all"
      ],
      "type": "string",
      "description": "USDA data type filter: \"Foundation\" (reference foods), \"Branded\" (brand-name products), \"SR Legacy\" (legacy reference), \"all\" (default)"
    },
    "page_size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Results per page (1-200, default 50)"
    },
    "brand_owner": {
      "type": "string",
      "description": "Filter by brand owner name (e.g. \"General Mills\", \"Tyson\")"
    },
    "page_number": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)"
    }
  },
  "additionalProperties": false
}

health.safety.drug_events

Search FDA FAERS database for drug adverse event reports — side effects, reactions, patient demographics (OpenFDA)

read-only

Argument	Type	Description
skip	integer	Number of results to skip for pagination
limit	integer	Number of results (1-100, default 10)
search*	string	OpenFDA search query for adverse events (e.g. "patient.drug.medicinalproduct:aspirin", "patient.reaction.reactionmeddrapt:headache")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "search"
  ],
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip for pagination"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results (1-100, default 10)"
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search query for adverse events (e.g. \"patient.drug.medicinalproduct:aspirin\", \"patient.reaction.reactionmeddrapt:headache\")"
    }
  },
  "additionalProperties": false
}

health.safety.drug_labels

Search drug labeling data — indications, dosage, warnings, interactions, contraindications (OpenFDA)

read-only

Argument	Type	Description
skip	integer	Number of results to skip for pagination
limit	integer	Number of results (1-100, default 10)
search*	string	OpenFDA search query for drug labels (e.g. "openfda.brand_name:ibuprofen", "openfda.generic_name:metformin", "drug_interactions:warfarin")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "search"
  ],
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip for pagination"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results (1-100, default 10)"
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search query for drug labels (e.g. \"openfda.brand_name:ibuprofen\", \"openfda.generic_name:metformin\", \"drug_interactions:warfarin\")"
    }
  },
  "additionalProperties": false
}

health.safety.food_recalls

Search FDA food enforcement and recall reports — contamination, mislabeling, safety alerts (OpenFDA)

read-only

Argument	Type	Description
skip	integer	Number of results to skip for pagination
limit	integer	Number of results (1-100, default 10)
search	string	OpenFDA search query for food recalls (e.g. "reason_for_recall:salmonella", "recalling_firm:"Tyson"")
status	string	Filter by recall status

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip for pagination"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results (1-100, default 10)"
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search query for food recalls (e.g. \"reason_for_recall:salmonella\", \"recalling_firm:\"Tyson\"\")"
    },
    "status": {
      "enum": [
        "Ongoing",
        "Completed",
        "Terminated"
      ],
      "type": "string",
      "description": "Filter by recall status"
    }
  },
  "additionalProperties": false
}

health.supplements.details

Get full supplement label data — ingredients, amounts per serving, daily values, target groups (NIH DSLD)

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Argument	Type	Description
dsld_id*	integer	NIH DSLD supplement label ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dsld_id"
  ],
  "properties": {
    "dsld_id": {
      "type": "integer",
      "description": "NIH DSLD supplement label ID"
    }
  },
  "additionalProperties": false
}

health.supplements.search

Search 200K+ dietary supplement labels in the NIH DSLD database — vitamins, minerals, herbal products

read-only

Argument	Type	Description
limit	integer	Number of results (1-100, default 25)
query*	string	Supplement search query (e.g. "vitamin D", "fish oil", "probiotics")
offset	integer	Result offset for pagination

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results (1-100, default 25)"
    },
    "query": {
      "type": "string",
      "description": "Supplement search query (e.g. \"vitamin D\", \"fish oil\", \"probiotics\")"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Result offset for pagination"
    }
  },
  "additionalProperties": false
}

hf.hub.datasets

Search 200K+ datasets on HuggingFace Hub by name or keyword. Returns dataset ID, downloads, likes, tags. Covers NLP, vision, audio, tabular datasets. Sorted by downloads.

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Argument	Type	Description
limit	integer	Number of results (1-20, default 10)
search*	string	Search query — dataset name or keyword (e.g. "wikipedia", "imagenet", "squad")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "search"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results (1-20, default 10)"
    },
    "search": {
      "type": "string",
      "minLength": 1,
      "description": "Search query — dataset name or keyword (e.g. \"wikipedia\", \"imagenet\", \"squad\")"
    }
  },
  "additionalProperties": false
}

hf.hub.model_details

Get full metadata for a HuggingFace model — downloads, likes, tags, library, author, pipeline task, model card data. Use model_id from hf.models search (e.g. "meta-llama/Llama-3.3-70B-Instruct").

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Argument	Type	Description
model_id*	string	Full model ID (e.g. "meta-llama/Llama-3.3-70B-Instruct", "stabilityai/stable-diffusion-xl-base-1.0")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "model_id"
  ],
  "properties": {
    "model_id": {
      "type": "string",
      "pattern": "^[a-zA-Z0-9_.\\\\-\\\\/]+$",
      "minLength": 1,
      "description": "Full model ID (e.g. \"meta-llama/Llama-3.3-70B-Instruct\", \"stabilityai/stable-diffusion-xl-base-1.0\")"
    }
  },
  "additionalProperties": false
}

hf.hub.models

Search 1M+ ML models on HuggingFace Hub by name, task (text-generation, image-classification, translation), or library (transformers, diffusers). Returns model ID, downloads, likes, pipeline tag. Sorted by downloads.

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Argument	Type	Description
task	string	Filter by ML task: text-generation, image-classification, translation, text-to-image, automatic-speech-recognition, etc.
limit	integer	Number of results (1-20, default 10)
search*	string	Search query — model name or keyword (e.g. "llama", "stable-diffusion", "whisper")
library	string	Filter by framework: transformers, diffusers, sentence-transformers, gguf, etc.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "search"
  ],
  "properties": {
    "task": {
      "type": "string",
      "description": "Filter by ML task: text-generation, image-classification, translation, text-to-image, automatic-speech-recognition, etc."
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results (1-20, default 10)"
    },
    "search": {
      "type": "string",
      "minLength": 1,
      "description": "Search query — model name or keyword (e.g. \"llama\", \"stable-diffusion\", \"whisper\")"
    },
    "library": {
      "type": "string",
      "description": "Filter by framework: transformers, diffusers, sentence-transformers, gguf, etc."
    }
  },
  "additionalProperties": false
}

hf_inference.nlp.ner

Extract named entities — people (PER), locations (LOC), organizations (ORG), and miscellaneous (MISC) — from text using a BERT-based NER model via HuggingFace Inference API. Returns each detected entity with its type, confidence score, and character positions in the original text. Default model: dbmdz/bert-large-cased-finetuned-conll03-english (CoNLL-2003, English). Useful for document parsing, contact extraction, and knowledge graph construction.

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Argument	Type	Description
text*	string	Input text to process. Maximum ~10,000 characters depending on model context window.
model	string	HuggingFace model ID to use for named entity recognition. Default: "dbmdz/bert-large-cased-finetuned-conll03-english" (English NER: PER, LOC, ORG, MISC). Alternatives: "dslim/bert-base-NER" (lightweight English NER), "Jean-Baptiste/roberta-large-ner-english" (higher accuracy English NER).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "minLength": 1,
      "description": "Input text to process. Maximum ~10,000 characters depending on model context window."
    },
    "model": {
      "type": "string",
      "description": "HuggingFace model ID to use for named entity recognition. Default: \"dbmdz/bert-large-cased-finetuned-conll03-english\" (English NER: PER, LOC, ORG, MISC). Alternatives: \"dslim/bert-base-NER\" (lightweight English NER), \"Jean-Baptiste/roberta-large-ner-english\" (higher accuracy English NER)."
    }
  },
  "additionalProperties": false
}

hf_inference.nlp.sentiment

Classify the sentiment of a text using a HuggingFace NLP model via the Inference API. Returns a predicted label (positive, negative, or neutral) with a confidence score, plus scores for all classes. Default model (cardiffnlp/twitter-roberta-base-sentiment-latest) is optimized for social media and short-form text. Supports a custom model parameter. Useful for customer feedback analysis, social media monitoring, and review classification.

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Argument	Type	Description
text*	string	Input text to process. Maximum ~10,000 characters depending on model context window.
model	string	HuggingFace model ID to use for sentiment classification. Default: "cardiffnlp/twitter-roberta-base-sentiment-latest" (3-class: positive/neutral/negative). Alternatives: "distilbert-base-uncased-finetuned-sst-2-english" (2-class: POSITIVE/NEGATIVE), "nlptown/bert-base-multilingual-uncased-sentiment" (1-5 star, multilingual).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "minLength": 1,
      "description": "Input text to process. Maximum ~10,000 characters depending on model context window."
    },
    "model": {
      "type": "string",
      "description": "HuggingFace model ID to use for sentiment classification. Default: \"cardiffnlp/twitter-roberta-base-sentiment-latest\" (3-class: positive/neutral/negative). Alternatives: \"distilbert-base-uncased-finetuned-sst-2-english\" (2-class: POSITIVE/NEGATIVE), \"nlptown/bert-base-multilingual-uncased-sentiment\" (1-5 star, multilingual)."
    }
  },
  "additionalProperties": false
}

hf_inference.nlp.summarize

Summarize a long text into a shorter, coherent paragraph using the facebook/bart-large-cnn model via HuggingFace Inference API. Trained on CNN/DailyMail news articles; works well for factual prose. Control output length with max_length (token cap) and min_length (token floor) parameters. A custom model can be supplied (e.g. google/pegasus-xsum for extreme single-sentence summaries). Useful for article digests, executive summaries, and reducing LLM context window usage.

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Argument	Type	Description
text*	string	Input text to process. Maximum ~10,000 characters depending on model context window.
model	string	HuggingFace model ID to use for summarization. Default: "facebook/bart-large-cnn" (trained on CNN/DailyMail, excellent for news and articles). Alternatives: "sshleifer/distilbart-cnn-12-6" (faster, lighter), "google/pegasus-xsum" (extreme summarization, single sentence).
max_length	integer	Maximum number of tokens in the generated summary (20–1024). Default: model-controlled (typically ~150 tokens for BART-large-CNN). Set lower for shorter summaries (e.g. 60 for a single-sentence abstract).
min_length	integer	Minimum number of tokens in the generated summary (10–512). Prevents very short or empty summaries. Default: model-controlled (typically ~30 tokens). Set min_length lower than max_length.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "minLength": 1,
      "description": "Input text to process. Maximum ~10,000 characters depending on model context window."
    },
    "model": {
      "type": "string",
      "description": "HuggingFace model ID to use for summarization. Default: \"facebook/bart-large-cnn\" (trained on CNN/DailyMail, excellent for news and articles). Alternatives: \"sshleifer/distilbart-cnn-12-6\" (faster, lighter), \"google/pegasus-xsum\" (extreme summarization, single sentence)."
    },
    "max_length": {
      "type": "integer",
      "maximum": 1024,
      "minimum": 20,
      "description": "Maximum number of tokens in the generated summary (20–1024). Default: model-controlled (typically ~150 tokens for BART-large-CNN). Set lower for shorter summaries (e.g. 60 for a single-sentence abstract)."
    },
    "min_length": {
      "type": "integer",
      "maximum": 512,
      "minimum": 10,
      "description": "Minimum number of tokens in the generated summary (10–512). Prevents very short or empty summaries. Default: model-controlled (typically ~30 tokens). Set min_length lower than max_length."
    }
  },
  "additionalProperties": false
}

hf_inference.nlp.translate

Translate text between languages using the Helsinki-NLP opus-mt model family via HuggingFace Inference API. Covers 1,000+ language pairs (English to French, Spanish, German, Chinese, Japanese, Arabic, Russian, etc.). Specify target_lang as a 2-letter ISO 639-1 code (e.g. "fr", "es", "de", "zh", "ja"). The adapter automatically selects the opus-mt-{source}-{target} model. Useful for multilingual content pipelines, localization, and cross-language information retrieval.

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Argument	Type	Description
text*	string	Input text to process. Maximum ~10,000 characters depending on model context window.
model	string	Override the HuggingFace model ID for translation. If omitted, the adapter automatically selects "Helsinki-NLP/opus-mt-{source_lang}-{target_lang}" (e.g. "Helsinki-NLP/opus-mt-en-fr"). Use this to specify a different translation model, such as "facebook/nllb-200-distilled-600M" for broader multilingual coverage.
source_lang	string	ISO 639-1 two-letter source language code. Default: "en" (English). Change if the input text is in a language other than English (e.g. "fr" for French input, "es" for Spanish input). A Helsinki-NLP/opus-mt model must exist for the source→target language pair.
target_lang*	string	ISO 639-1 two-letter target language code (e.g. "fr" for French, "es" for Spanish, "de" for German, "pt" for Portuguese, "it" for Italian, "nl" for Dutch, "ru" for Russian, "zh" for Chinese, "ja" for Japanese, "ar" for Arabic, "ko" for Korean, "hi" for Hindi). Must have an available Helsinki-NLP/opus-mt model for the source→target pair.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text",
    "target_lang"
  ],
  "properties": {
    "text": {
      "type": "string",
      "minLength": 1,
      "description": "Input text to process. Maximum ~10,000 characters depending on model context window."
    },
    "model": {
      "type": "string",
      "description": "Override the HuggingFace model ID for translation. If omitted, the adapter automatically selects \"Helsinki-NLP/opus-mt-{source_lang}-{target_lang}\" (e.g. \"Helsinki-NLP/opus-mt-en-fr\"). Use this to specify a different translation model, such as \"facebook/nllb-200-distilled-600M\" for broader multilingual coverage."
    },
    "source_lang": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 639-1 two-letter source language code. Default: \"en\" (English). Change if the input text is in a language other than English (e.g. \"fr\" for French input, \"es\" for Spanish input). A Helsinki-NLP/opus-mt model must exist for the source→target language pair."
    },
    "target_lang": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 639-1 two-letter target language code (e.g. \"fr\" for French, \"es\" for Spanish, \"de\" for German, \"pt\" for Portuguese, \"it\" for Italian, \"nl\" for Dutch, \"ru\" for Russian, \"zh\" for Chinese, \"ja\" for Japanese, \"ar\" for Arabic, \"ko\" for Korean, \"hi\" for Hindi). Must have an available Helsinki-NLP/opus-mt model for the source→target pair."
    }
  },
  "additionalProperties": false
}

hf_inference.nlp.zero_shot

Classify text into any custom set of categories without requiring model fine-tuning or training data. Provide a list of 2–20 candidate labels; the model determines which best describes the input text. Returns labels ranked by confidence score. Supports multi-label mode (text can match multiple categories). Default model: facebook/bart-large-mnli. Ideal for routing, content moderation, intent detection, and ad-hoc categorization tasks.

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Argument	Type	Description
text*	string	Input text to process. Maximum ~10,000 characters depending on model context window.
model	string	HuggingFace model ID to use for zero-shot classification. Default: "facebook/bart-large-mnli" (MNLI-trained, accurate but slower). Alternatives: "cross-encoder/nli-deberta-v3-small" (lighter and faster).
multi_label	boolean	If true, scores are independent for each label (text can match multiple categories simultaneously). If false (default), scores are mutually exclusive and sum to 1 (single best category).
candidate_labels*	array	List of candidate category labels to classify the text into (2–20 labels). Example: ["politics", "sports", "technology", "entertainment"]. Labels can be any descriptive phrases — the model performs inference without prior training on these labels.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text",
    "candidate_labels"
  ],
  "properties": {
    "text": {
      "type": "string",
      "minLength": 1,
      "description": "Input text to process. Maximum ~10,000 characters depending on model context window."
    },
    "model": {
      "type": "string",
      "description": "HuggingFace model ID to use for zero-shot classification. Default: \"facebook/bart-large-mnli\" (MNLI-trained, accurate but slower). Alternatives: \"cross-encoder/nli-deberta-v3-small\" (lighter and faster)."
    },
    "multi_label": {
      "type": "boolean",
      "description": "If true, scores are independent for each label (text can match multiple categories simultaneously). If false (default), scores are mutually exclusive and sum to 1 (single best category)."
    },
    "candidate_labels": {
      "type": "array",
      "items": {
        "type": "string",
        "minLength": 1
      },
      "maxItems": 20,
      "minItems": 2,
      "description": "List of candidate category labels to classify the text into (2–20 labels). Example: [\"politics\", \"sports\", \"technology\", \"entertainment\"]. Labels can be any descriptive phrases — the model performs inference without prior training on these labels."
    }
  },
  "additionalProperties": false
}

hnalgolia.item.details

Fetch full details for any HackerNews item by integer ID using the Algolia API — returns type, title, URL, author, score, body text, creation time, and the top 5 child comments. Works for stories, Ask HN, Show HN, comments, jobs, and polls. No auth required. Data: Hacker News (CC BY 3.0).

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Argument	Type	Description
id*	integer	HackerNews item ID (positive integer). Works for stories, comments, Ask HN, Show HN, jobs, and polls. Example: 48713832.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "HackerNews item ID (positive integer). Works for stories, comments, Ask HN, Show HN, jobs, and polls. Example: 48713832.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

hnalgolia.search.comments

Search HackerNews comments by keyword — retrieves community opinions, technical insights, and discussions across the full HN history. Each result includes comment text (HTML-stripped), parent story context (title + URL), author, and direct HN link. No auth required. Data: Hacker News (CC BY 3.0).

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Argument	Type	Description
page	integer	Zero-based page index for pagination (default 0).
limit	integer	Number of comments to return (1–30, default 10).
query*	string	Search query to find comments across HackerNews history. Returns comment text, story context (title + URL), author, and direct HN link. Useful for finding community opinions or technical discussions.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page index for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of comments to return (1–30, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Search query to find comments across HackerNews history. Returns comment text, story context (title + URL), author, and direct HN link. Useful for finding community opinions or technical discussions."
    }
  },
  "additionalProperties": false
}

hnalgolia.search.recent

Full-text search over HackerNews history ranked by submission date (newest first) — ideal for finding the latest community discussions on any topic. Returns title, URL, author, score, and comment count. Supports filtering by type (story/ask/show/job/poll). No auth required. Data: Hacker News (CC BY 3.0).

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Argument	Type	Description
page	integer	Zero-based page index for pagination (default 0).
type	string	Content type filter. "story" = submitted links; "ask" = Ask HN; "show" = Show HN; "job" = job listings. Default: story.
limit	integer	Number of results to return (1–30, default 10).
query*	string	Full-text search query sorted by submission date (newest first). Ideal for finding the latest HN discussions on a topic.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page index for pagination (default 0)."
    },
    "type": {
      "enum": [
        "story",
        "comment",
        "job",
        "poll",
        "ask",
        "show"
      ],
      "type": "string",
      "description": "Content type filter. \"story\" = submitted links; \"ask\" = Ask HN; \"show\" = Show HN; \"job\" = job listings. Default: story."
    },
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of results to return (1–30, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Full-text search query sorted by submission date (newest first). Ideal for finding the latest HN discussions on a topic."
    }
  },
  "additionalProperties": false
}

hnalgolia.search.relevance

Full-text search over the entire HackerNews history ranked by relevance — covers 20+ years of tech stories, Ask HN threads, Show HN posts, and job listings. Returns title, URL, author, score, comment count, and submission time. Supports filtering by type (story/ask/show/job/poll). Powered by Algolia. No auth required. Data: Hacker News (CC BY 3.0).

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Argument	Type	Description
page	integer	Zero-based page index for pagination (default 0).
type	string	Content type filter. "story" = submitted links; "ask" = Ask HN threads; "show" = Show HN posts; "job" = job listings; "poll" = polls. Default: story.
limit	integer	Number of results to return (1–30, default 10).
query*	string	Full-text search query. Searches across HN story titles, URLs, and authors. Supports multi-word queries (e.g. "rust programming language", "openai gpt").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page index for pagination (default 0)."
    },
    "type": {
      "enum": [
        "story",
        "comment",
        "job",
        "poll",
        "ask",
        "show"
      ],
      "type": "string",
      "description": "Content type filter. \"story\" = submitted links; \"ask\" = Ask HN threads; \"show\" = Show HN posts; \"job\" = job listings; \"poll\" = polls. Default: story."
    },
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of results to return (1–30, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Full-text search query. Searches across HN story titles, URLs, and authors. Supports multi-word queries (e.g. \"rust programming language\", \"openai gpt\")."
    }
  },
  "additionalProperties": false
}

hnalgolia.user.profile

Fetch a HackerNews user profile via the Algolia API — returns username, karma score, and about/bio text (HTML-stripped). Lightweight alternative to the Firebase user endpoint. No auth required. Data: Hacker News (CC BY 3.0).

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Argument	Type	Description
username*	string	HackerNews username (case-sensitive). Returns karma score and about/bio text. Examples: "pg", "dang", "tptacek".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "username"
  ],
  "properties": {
    "username": {
      "type": "string",
      "minLength": 1,
      "description": "HackerNews username (case-sensitive). Returns karma score and about/bio text. Examples: \"pg\", \"dang\", \"tptacek\"."
    }
  },
  "additionalProperties": false
}

hungary-ksh.reference.dataset_metadata

Get full metadata for one KSH dataset (dataset_id from hungary-ksh.dataset_search) — title, description, and the distribution list (distribution_id, format CSV/XML, download URL, temporal coverage, license) needed before calling hungary-ksh.dataset_data. Data: data.ksh.hu (KSH), no auth required.

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Argument	Type	Description
dataset_id*	string	KSH dataset UUID, from hungary-ksh.dataset_search (e.g. "f44d314b-bc27-40a7-b34e-af01b3c4ab05" for Population).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_id"
  ],
  "properties": {
    "dataset_id": {
      "type": "string",
      "description": "KSH dataset UUID, from hungary-ksh.dataset_search (e.g. \"f44d314b-bc27-40a7-b34e-af01b3c4ab05\" for Population)."
    }
  },
  "additionalProperties": false
}

hungary-ksh.reference.dataset_search

Search/browse the 13 High-Value Datasets published by the Hungarian Central Statistical Office (population, national accounts, prices, industrial production, tourism, etc. — the full EU-mandated HVD category list, not a paginated catalog). Optional query substring filters hu+en titles/keywords/themes. Returns dataset_id + title for use in hungary-ksh.dataset_metadata and hungary-ksh.dataset_data. Data: data.ksh.hu (KSH), no auth required.

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Argument	Type	Description
limit	integer	Max datasets to return (1-13, default 13).
query	string	Substring to search across Hungarian + English titles, keywords, and themes, case-insensitive (e.g. "population", "GDP", "tourism"). Omit to list all 13 High-Value Datasets (KSH publishes exactly these 13, no more — this is the full EU-mandated HVD category list, not a paginated catalog).
offset	integer	Number of matching datasets to skip (default 0).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 13,
      "minimum": 1,
      "description": "Max datasets to return (1-13, default 13)."
    },
    "query": {
      "type": "string",
      "description": "Substring to search across Hungarian + English titles, keywords, and themes, case-insensitive (e.g. \"population\", \"GDP\", \"tourism\"). Omit to list all 13 High-Value Datasets (KSH publishes exactly these 13, no more — this is the full EU-mandated HVD category list, not a paginated catalog)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of matching datasets to skip (default 0)."
    }
  },
  "additionalProperties": false
}

hungary-ksh.series.dataset_data

Fetch rows from one KSH dataset distribution (dataset_id + distribution_id from hungary-ksh.dataset_metadata). Distributions are semicolon-delimited CSV or SDMX-ML XML — both parsed into the same header + rows shape. Column names vary per distribution (e.g. "GEO", "TIME", "SEX", "OBS_VALUE") — call once without filter_column to see the header, then narrow with filter_column + filter_value (substring match). Rows capped 1-500 (default 50). Distributions above 5MB are rejected with a pointer to the raw download URL. Data: data.ksh.hu (KSH), no auth required.

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Argument	Type	Description
limit	integer	Max rows to return after filtering (1-500, default 50).
offset	integer	Number of matching rows to skip, for paging through a large filtered result.
dataset_id*	string	KSH dataset UUID, from hungary-ksh.dataset_search (e.g. "f44d314b-bc27-40a7-b34e-af01b3c4ab05" for Population).
filter_value	string	Substring to match (case-insensitive) against filter_column's value, e.g. "HU11" when filter_column is "GEO". Required when filter_column is set.
filter_column	string	Column name to filter on, must match a column in the header returned by this same tool (column names vary per distribution, e.g. "GEO" for region, "TIME" for year, "SEX" for sex code) — call once without a filter to see the header first. Requires filter_value.
distribution_id*	string	Distribution UUID, from hungary-ksh.dataset_metadata's distributions list (e.g. "eb3e481e-6b5a-45d1-8076-18c4ece155c2"). Each distribution is one CSV or SDMX-ML data file for a specific breakdown of the dataset (e.g. population by region vs. by citizenship) — call dataset_metadata first to see which one you need.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_id",
    "distribution_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Max rows to return after filtering (1-500, default 50)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of matching rows to skip, for paging through a large filtered result."
    },
    "dataset_id": {
      "type": "string",
      "description": "KSH dataset UUID, from hungary-ksh.dataset_search (e.g. \"f44d314b-bc27-40a7-b34e-af01b3c4ab05\" for Population)."
    },
    "filter_value": {
      "type": "string",
      "description": "Substring to match (case-insensitive) against filter_column's value, e.g. \"HU11\" when filter_column is \"GEO\". Required when filter_column is set."
    },
    "filter_column": {
      "type": "string",
      "description": "Column name to filter on, must match a column in the header returned by this same tool (column names vary per distribution, e.g. \"GEO\" for region, \"TIME\" for year, \"SEX\" for sex code) — call once without a filter to see the header first. Requires filter_value."
    },
    "distribution_id": {
      "type": "string",
      "description": "Distribution UUID, from hungary-ksh.dataset_metadata's distributions list (e.g. \"eb3e481e-6b5a-45d1-8076-18c4ece155c2\"). Each distribution is one CSV or SDMX-ML data file for a specific breakdown of the dataset (e.g. population by region vs. by citizenship) — call dataset_metadata first to see which one you need."
    }
  },
  "additionalProperties": false
}

hyperliquid.account.positions

Get open positions for a user wallet on Hyperliquid

read-only

Argument	Type	Description
user*	string	User wallet address (0x...)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "user"
  ],
  "properties": {
    "user": {
      "type": "string",
      "description": "User wallet address (0x...)"
    }
  },
  "additionalProperties": false
}

hyperliquid.account.summary

Get account summary and margin details for a user wallet on Hyperliquid

read-only

Argument	Type	Description
user*	string	User wallet address (0x...)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "user"
  ],
  "properties": {
    "user": {
      "type": "string",
      "description": "User wallet address (0x...)"
    }
  },
  "additionalProperties": false
}

hyperliquid.markets.data

Get market metadata and mid prices for all perpetual pairs on Hyperliquid

read-only

Argument	Type	Description
coin	string	Specific coin symbol (e.g. BTC, ETH). Omit for all markets.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "coin": {
      "type": "string",
      "description": "Specific coin symbol (e.g. BTC, ETH). Omit for all markets."
    }
  },
  "additionalProperties": false
}

hyperliquid.markets.klines

Get candlestick (OHLCV) data for a perpetual pair on Hyperliquid

read-only

Argument	Type	Description
coin*	string	Coin symbol (e.g. BTC, ETH)
end_time	integer	End time in milliseconds since epoch
interval	string	Candlestick interval (1m, 5m, 15m, 1h, 4h, 1d, 1w)
start_time	integer	Start time in milliseconds since epoch

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "coin"
  ],
  "properties": {
    "coin": {
      "type": "string",
      "description": "Coin symbol (e.g. BTC, ETH)"
    },
    "end_time": {
      "type": "integer",
      "description": "End time in milliseconds since epoch"
    },
    "interval": {
      "enum": [
        "1m",
        "3m",
        "5m",
        "15m",
        "30m",
        "1h",
        "2h",
        "4h",
        "6h",
        "8h",
        "12h",
        "1d",
        "3d",
        "1w",
        "1M"
      ],
      "type": "string",
      "description": "Candlestick interval (1m, 5m, 15m, 1h, 4h, 1d, 1w)"
    },
    "start_time": {
      "type": "integer",
      "description": "Start time in milliseconds since epoch"
    }
  },
  "additionalProperties": false
}

hyperliquid.markets.orderbook

Get L2 order book depth for a perpetual pair on Hyperliquid

read-only

Argument	Type	Description
coin*	string	Coin symbol (e.g. BTC, ETH)
mantissa	integer	Mantissa for price rounding
n_sig_figs	integer	Number of significant figures for price levels

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "coin"
  ],
  "properties": {
    "coin": {
      "type": "string",
      "description": "Coin symbol (e.g. BTC, ETH)"
    },
    "mantissa": {
      "type": "integer",
      "description": "Mantissa for price rounding"
    },
    "n_sig_figs": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Number of significant figures for price levels"
    }
  },
  "additionalProperties": false
}

hyperliquid.vaults.details

Get vault details including performance and TVL on Hyperliquid

read-only

Argument	Type	Description
vault_address*	string	Vault contract address (0x...)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vault_address"
  ],
  "properties": {
    "vault_address": {
      "type": "string",
      "description": "Vault contract address (0x...)"
    }
  },
  "additionalProperties": false
}

iban.banking.calculate

Calculate a valid IBAN from domestic bank routing details: country code, bank code, account number, and optional branch code. Returns the computed IBAN with correct checksum. Useful for payment automation.

read-only

Argument	Type	Description
bank_code*	string	Domestic bank code (e.g. "37040044" for Germany, "NWBK" for UK)
branch_code	string	Branch/sort code if required by the country (e.g. "601613" for UK)
country_code*	string	ISO 3166-1 alpha-2 country code (e.g. "DE", "GB", "FR", "NL")
account_number*	string	Account number in domestic format

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code",
    "bank_code",
    "account_number"
  ],
  "properties": {
    "bank_code": {
      "type": "string",
      "description": "Domestic bank code (e.g. \"37040044\" for Germany, \"NWBK\" for UK)"
    },
    "branch_code": {
      "type": "string",
      "description": "Branch/sort code if required by the country (e.g. \"601613\" for UK)"
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"DE\", \"GB\", \"FR\", \"NL\")"
    },
    "account_number": {
      "type": "string",
      "description": "Account number in domestic format"
    }
  },
  "additionalProperties": false
}

iban.banking.validate

Validate an IBAN and retrieve associated bank info: BIC/SWIFT code, bank name, address, country, currency, and SEPA membership. Supports 80+ IBAN-enabled countries including EU, UK, and MENA. Returns validation result with detailed breakdown.

read-only

Argument	Type	Description
iban*	string	IBAN to validate (e.g. "DE89370400440532013000", "GB29NWBK60161331926819"). Spaces allowed, auto-stripped.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "iban"
  ],
  "properties": {
    "iban": {
      "type": "string",
      "description": "IBAN to validate (e.g. \"DE89370400440532013000\", \"GB29NWBK60161331926819\"). Spaces allowed, auto-stripped."
    }
  },
  "additionalProperties": false
}

icd11.disease.autocomplete

Get fast ICD-11 code autocomplete suggestions for a partial clinical term. Returns up to 10 matching codes and titles as the user types — ideal for building clinical coding interfaces, EHR integrations, or any application requiring responsive disease/diagnosis search. Input partial terms like "dia" → diabetes options, "hyp" → hypertension, "pneu" → pneumonia. No auth — US National Library of Medicine public domain, unlimited free.

read-only

Argument	Type	Description
terms*	string	Partial clinical term for autocomplete suggestions (e.g. "dia" → diabetes options, "hyp" → hypertension options)
max_results	integer	Maximum number of autocomplete suggestions (1-10). Default: 5

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "terms"
  ],
  "properties": {
    "terms": {
      "type": "string",
      "minLength": 1,
      "description": "Partial clinical term for autocomplete suggestions (e.g. \"dia\" → diabetes options, \"hyp\" → hypertension options)"
    },
    "max_results": {
      "type": "integer",
      "default": 5,
      "maximum": 10,
      "minimum": 1,
      "description": "Maximum number of autocomplete suggestions (1-10). Default: 5"
    }
  },
  "additionalProperties": false
}

icd11.disease.lookup

Retrieve the title and classification type for a specific ICD-11 code. Returns the human-readable disease/condition name and whether the code is a primary stem code or an extension modifier. Use to validate ICD-11 codes, decode alphanumeric codes in clinical records, or verify correct code usage. Examples: BA00 → Essential hypertension, 5A10 → Type 1 diabetes mellitus, CA40 → Pneumonia. No auth — US National Library of Medicine public domain, unlimited free.

read-only

Argument	Type	Description
code*	string	ICD-11 code to look up — alphanumeric code from the ICD-11 classification (e.g. "BA00" for essential hypertension, "5A10" for type 1 diabetes, "CA40" for pneumonia)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "minLength": 2,
      "description": "ICD-11 code to look up — alphanumeric code from the ICD-11 classification (e.g. \"BA00\" for essential hypertension, \"5A10\" for type 1 diabetes, \"CA40\" for pneumonia)"
    }
  },
  "additionalProperties": false
}

icd11.disease.primary_search

Search ICD-11 codes returning only primary (stem) diagnosis codes — filters out extension/modifier codes. Stem codes represent principal diagnoses and standalone conditions, while extension codes are qualifiers (severity, laterality, histopathology). Use this when you need clean primary diagnoses for: mortality coding, disease surveillance, DRG assignment, or primary diagnosis classification. No auth — US National Library of Medicine public domain, unlimited free.

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Argument	Type	Description
terms*	string	Clinical search term to find primary (stem) ICD-11 diagnosis codes only — excludes extension/modifier codes (e.g. "cancer", "fever", "infection")
max_results	integer	Maximum number of primary (stem) codes to return (1-25). Default: 10

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "terms"
  ],
  "properties": {
    "terms": {
      "type": "string",
      "minLength": 1,
      "description": "Clinical search term to find primary (stem) ICD-11 diagnosis codes only — excludes extension/modifier codes (e.g. \"cancer\", \"fever\", \"infection\")"
    },
    "max_results": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Maximum number of primary (stem) codes to return (1-25). Default: 10"
    }
  },
  "additionalProperties": false
}

icd11.disease.search

Search the ICD-11 disease classification for diagnosis codes by clinical term. Returns matching ICD-11 codes with titles and code type (stem = primary diagnosis, extension = modifier/qualifier). Covers all 55,000+ ICD-11 codes including diseases, injuries, external causes, and functional assessments. Use for clinical coding, medical record classification, disease surveillance, and health informatics. No auth — US National Library of Medicine public domain, unlimited free.

read-only

Argument	Type	Description
terms*	string	Clinical search term — disease name, symptom, or condition (e.g. "diabetes mellitus", "pneumonia", "hypertension", "fracture")
max_results	integer	Maximum number of results to return (1-25). Default: 10

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "terms"
  ],
  "properties": {
    "terms": {
      "type": "string",
      "minLength": 1,
      "description": "Clinical search term — disease name, symptom, or condition (e.g. \"diabetes mellitus\", \"pneumonia\", \"hypertension\", \"fracture\")"
    },
    "max_results": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Maximum number of results to return (1-25). Default: 10"
    }
  },
  "additionalProperties": false
}

iceland-statistics.reference.catalog

Browse Statistics Iceland's (Hagstofa Íslands) statistics database tree by path. Top-level databases: Atvinnuvegir (industries/sectors: fisheries, agriculture, tourism), Efnahagur (economy: prices, national accounts, public finance, trade), Ibuar (population: migration, births/deaths, family, elections, census), Samfelag (society: labour market, education, wages, health, culture, justice), Umhverfi (environment: land, air quality, energy, transport). Returns child nodes (subcategories, type=l) or table descriptors at leaf nodes (type=t). Use empty path '' to get the top-level databases. Navigate hierarchically until type=t nodes appear, then use iceland-statistics.table_metadata. Data: px.hagstofa.is (PXWeb API), no auth required.

read-only

Argument	Type	Description
path	string	Hierarchical path through the Iceland statistics taxonomy. Empty '' gets the top-level databases: 'Atvinnuvegir' (industries/sectors: fisheries, agriculture, tourism), 'Efnahagur' (economy: prices, national accounts, public finance, trade), 'Ibuar' (population: migration, births/deaths, family, elections, census), 'Samfelag' (society: labour market, education, wages, health, culture, justice), 'Umhverfi' (environment: land, air quality, energy, transport). Use iceland-statistics.catalog recursively to navigate until type=t (table leaf) nodes appear.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "path": {
      "type": "string",
      "default": "",
      "description": "Hierarchical path through the Iceland statistics taxonomy. Empty '' gets the top-level databases: 'Atvinnuvegir' (industries/sectors: fisheries, agriculture, tourism), 'Efnahagur' (economy: prices, national accounts, public finance, trade), 'Ibuar' (population: migration, births/deaths, family, elections, census), 'Samfelag' (society: labour market, education, wages, health, culture, justice), 'Umhverfi' (environment: land, air quality, energy, transport). Use iceland-statistics.catalog recursively to navigate until type=t (table leaf) nodes appear."
    }
  },
  "additionalProperties": false
}

iceland-statistics.reference.table_metadata

Get metadata for a specific Iceland statistics table — title, dimensions (e.g. Ár/Year, Eining/Unit), valid value codes for each dimension, and latest update timestamp. Use this BEFORE iceland-statistics.table_query to discover accepted filter values. Example path: 'Ibuar/mannfjoldi/1_yfirlit/yfirlit_mannfjolda/MAN00000.px' (population key figures since 1703). Data: px.hagstofa.is, no auth required.

read-only

Argument	Type	Description
table_path*	string	Full path to a leaf table (type='t' from iceland-statistics.catalog), e.g. 'Ibuar/mannfjoldi/1_yfirlit/yfirlit_mannfjolda/MAN00000.px' (population key figures since 1703). Returns title, dimension codes, and valid values to use in iceland-statistics.table_query.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_path"
  ],
  "properties": {
    "table_path": {
      "type": "string",
      "description": "Full path to a leaf table (type='t' from iceland-statistics.catalog), e.g. 'Ibuar/mannfjoldi/1_yfirlit/yfirlit_mannfjolda/MAN00000.px' (population key figures since 1703). Returns title, dimension codes, and valid values to use in iceland-statistics.table_query."
    }
  },
  "additionalProperties": false
}

iceland-statistics.series.table_query

Run a statistical query against an Iceland statistics table — specify dimension filters to slice data by year, unit, and other indicators. Returns JSON-stat2 format with labeled dimensions and numeric values. Call iceland-statistics.table_metadata first to discover valid dimension codes and value codes (often Icelandic words, e.g. 'Ár' for year). Example: population 1 January (Eining='0'), 3 most recent years (Ár filter='top' values=['3']). Data: px.hagstofa.is, no auth required, CC BY 4.0 (Statistics Iceland).

read-only

Argument	Type	Description
query*	array	Array of dimension filters. Each filter selects which values to include for one dimension. Example: [{code:'Ár',selection:{filter:'top',values:['3']}}, {code:'Eining',selection:{filter:'item',values:['0']}}]. Response is JSON-stat2 format with dimension labels and numeric values array.
table_path*	string	Full path to the leaf table to query — same as iceland-statistics.table_metadata table_path. Example: 'Ibuar/mannfjoldi/1_yfirlit/yfirlit_mannfjolda/MAN00000.px'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_path",
    "query"
  ],
  "properties": {
    "query": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "code",
          "selection"
        ],
        "properties": {
          "code": {
            "type": "string",
            "description": "Dimension code from iceland-statistics.table_metadata variables[].code. Examples: 'Ár' (year), 'Eining' (unit). Dimension codes are frequently Icelandic words with non-ASCII characters — copy them exactly as returned by table_metadata."
          },
          "selection": {
            "type": "object",
            "required": [
              "filter",
              "values"
            ],
            "properties": {
              "filter": {
                "type": "string",
                "description": "Filter type. Common values: 'item' (select by exact code), 'top' (select N most recent — use with time dimensions like 'Ár'), 'all' (all values). Use the valueSet codes from metadata."
              },
              "values": {
                "type": "array",
                "items": {
                  "type": "string"
                },
                "description": "Array of value codes to select. Get valid codes from iceland-statistics.table_metadata variables[].values. For filter='item': list codes like ['0']. For filter='top': list count like ['3'] (3 most recent years). For filter='all': use ['*']."
              }
            },
            "description": "Selection criteria for this dimension.",
            "additionalProperties": false
          }
        },
        "description": "Filter for one dimension (variable) in the table.",
        "additionalProperties": false
      },
      "description": "Array of dimension filters. Each filter selects which values to include for one dimension. Example: [{code:'Ár',selection:{filter:'top',values:['3']}}, {code:'Eining',selection:{filter:'item',values:['0']}}]. Response is JSON-stat2 format with dimension labels and numeric values array."
    },
    "table_path": {
      "type": "string",
      "description": "Full path to the leaf table to query — same as iceland-statistics.table_metadata table_path. Example: 'Ibuar/mannfjoldi/1_yfirlit/yfirlit_mannfjolda/MAN00000.px'."
    }
  },
  "additionalProperties": false
}

igdb.companies.info

Look up game companies by ID or search by name — description, country, developed/published game IDs, logos, and websites

read-only

Argument	Type	Description
id	integer	IGDB company ID (numeric, e.g. 70 for Nintendo). Use either id or query.
limit	integer	Maximum number of results when searching by query (default 10, max 50)
query	string	Search query for company name (e.g. "Valve", "CD Projekt"). Use either id or query.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "id": {
      "type": "integer",
      "description": "IGDB company ID (numeric, e.g. 70 for Nintendo). Use either id or query."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results when searching by query (default 10, max 50)"
    },
    "query": {
      "type": "string",
      "description": "Search query for company name (e.g. \"Valve\", \"CD Projekt\"). Use either id or query."
    }
  },
  "additionalProperties": false
}

igdb.games.details

Get full game details by IGDB ID — storyline, genres, platforms, developers, publishers, themes, game modes, similar games, and websites

read-only

Argument	Type	Description
id*	integer	IGDB game ID (numeric, e.g. 1877 for Cyberpunk 2077)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "IGDB game ID (numeric, e.g. 1877 for Cyberpunk 2077)"
    }
  },
  "additionalProperties": false
}

igdb.games.media

Get cover art, screenshots, and video trailers for a game — image URLs with dimensions and YouTube video IDs

read-only

Argument	Type	Description
id*	integer	IGDB game ID (numeric, e.g. 1877 for Cyberpunk 2077)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "IGDB game ID (numeric, e.g. 1877 for Cyberpunk 2077)"
    }
  },
  "additionalProperties": false
}

igdb.games.search

Search 280K+ games in IGDB (Twitch) — rich metadata with genres, platforms, ratings, cover art, and release dates

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Argument	Type	Description
limit	integer	Maximum number of results to return (default 10, max 50)
query*	string	Search query for games (e.g. "Cyberpunk 2077", "The Legend of Zelda", "Elden Ring")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results to return (default 10, max 50)"
    },
    "query": {
      "type": "string",
      "description": "Search query for games (e.g. \"Cyberpunk 2077\", \"The Legend of Zelda\", \"Elden Ring\")"
    }
  },
  "additionalProperties": false
}

igdb.platforms.info

Look up gaming platforms by ID or search by name — abbreviation, generation, platform family, versions, and summary

read-only

Argument	Type	Description
id	integer	IGDB platform ID (numeric, e.g. 48 for PlayStation 4, 6 for PC). Use either id or query.
limit	integer	Maximum number of results when searching by query (default 10, max 50)
query	string	Search query for platform name (e.g. "PlayStation", "Nintendo Switch"). Use either id or query.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "id": {
      "type": "integer",
      "description": "IGDB platform ID (numeric, e.g. 48 for PlayStation 4, 6 for PC). Use either id or query."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results when searching by query (default 10, max 50)"
    },
    "query": {
      "type": "string",
      "description": "Search query for platform name (e.g. \"PlayStation\", \"Nintendo Switch\"). Use either id or query."
    }
  },
  "additionalProperties": false
}

ilostat.reference.dataflows

Search or list ILOSTAT labor-statistics dataflows — ~1200 official series from the International Labour Organization covering employment, unemployment, wages, working time, labour force participation, informality, and child labour. Filter by name/id with query, or omit to list all (capped to 200 results). Use the returned dataflow_id with ilostat.structure and ilostat.data. Data: sdmx.ilo.org (ILOSTAT SDMX public REST API), no auth required.

read-only

Argument	Type	Description
query	string	Filter dataflows by name or id substring, case-insensitive (e.g. "unemployment", "wages", "child labour"). Omit to list all ~1200 available dataflows (capped to 200 results).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Filter dataflows by name or id substring, case-insensitive (e.g. \"unemployment\", \"wages\", \"child labour\"). Omit to list all ~1200 available dataflows (capped to 200 results)."
    }
  },
  "additionalProperties": false
}

ilostat.reference.structure

Get the dimensions and valid codes for an ILOSTAT dataflow (dataflow_id from ilostat.dataflows, e.g. "DF_EMP_TEMP_SEX_AGE_NB" for employment by sex and age) — reference area, frequency, measure, sex, and age dimensions each with their code list. Use this to interpret the dimension labels returned by ilostat.data, or to build a narrower key filter. Data: sdmx.ilo.org (ILOSTAT SDMX public REST API), no auth required.

read-only

Argument	Type	Description
version	string	Dataflow version, from ilostat.dataflows (e.g. "1.0"). Omit to use the latest version.
dataflow_id*	string	ILOSTAT dataflow id, from ilostat.dataflows (e.g. "DF_EMP_TEMP_SEX_AGE_NB" for employment by sex and age). Returns the dimension list (e.g. REF_AREA, FREQ, MEASURE, SEX, AGE) with each dimension's valid codes — needed to interpret ilostat.data results and build a key filter.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataflow_id"
  ],
  "properties": {
    "version": {
      "type": "string",
      "description": "Dataflow version, from ilostat.dataflows (e.g. \"1.0\"). Omit to use the latest version."
    },
    "dataflow_id": {
      "type": "string",
      "minLength": 1,
      "description": "ILOSTAT dataflow id, from ilostat.dataflows (e.g. \"DF_EMP_TEMP_SEX_AGE_NB\" for employment by sex and age). Returns the dimension list (e.g. REF_AREA, FREQ, MEASURE, SEX, AGE) with each dimension's valid codes — needed to interpret ilostat.data results and build a key filter."
    }
  },
  "additionalProperties": false
}

ilostat.series.data

Get observation values for an ILOSTAT dataflow (dataflow_id from ilostat.dataflows). Use key (from ilostat.structure) to filter by country/frequency/measure/sex/age, e.g. "USA.A....." for United States annual data, all other dimensions unfiltered. Control the time range with start_period/end_period or last_n_observations. Data: sdmx.ilo.org (ILOSTAT SDMX public REST API), no auth required.

read-only

Argument	Type	Description
key	string	SDMX dot-separated dimension filter key in dimension position order (e.g. "USA.A....." for a country restricted to United States, all other dimensions unfiltered). Use "all" (default) to fetch every series unfiltered — combine with ilostat.structure to build a narrower key and avoid oversized responses.
end_period	string	End of period range, e.g. "2024" (annual) or "2024-12" (monthly). Takes precedence over last_n_observations when set.
dataflow_id*	string	ILOSTAT dataflow id, from ilostat.dataflows (e.g. "DF_EMP_TEMP_SEX_AGE_NB" for employment by sex and age).
start_period	string	Start of period range, e.g. "2020" (annual) or "2020-01" (monthly). Takes precedence over last_n_observations when set.
last_n_observations	integer	Return only the most recent N observations per series (max 100, default 10). Ignored if start_period or end_period is set.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataflow_id"
  ],
  "properties": {
    "key": {
      "type": "string",
      "description": "SDMX dot-separated dimension filter key in dimension position order (e.g. \"USA.A.....\" for a country restricted to United States, all other dimensions unfiltered). Use \"all\" (default) to fetch every series unfiltered — combine with ilostat.structure to build a narrower key and avoid oversized responses."
    },
    "end_period": {
      "type": "string",
      "description": "End of period range, e.g. \"2024\" (annual) or \"2024-12\" (monthly). Takes precedence over last_n_observations when set."
    },
    "dataflow_id": {
      "type": "string",
      "minLength": 1,
      "description": "ILOSTAT dataflow id, from ilostat.dataflows (e.g. \"DF_EMP_TEMP_SEX_AGE_NB\" for employment by sex and age)."
    },
    "start_period": {
      "type": "string",
      "description": "Start of period range, e.g. \"2020\" (annual) or \"2020-01\" (monthly). Takes precedence over last_n_observations when set."
    },
    "last_n_observations": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations per series (max 100, default 10). Ignored if start_period or end_period is set."
    }
  },
  "additionalProperties": false
}

imf.macro.current_account

Get current account balance (percent of GDP) from the IMF World Economic Outlook (WEO) for one or more countries, including IMF forward projections. Filter by ISO 3166-1 alpha-3 country code(s) and/or a year range; omit filters to get all 190+ countries plus regional/income-group aggregates. Data: IMF DataMapper (www.imf.org), CC BY 4.0, no auth required.

read-only

Argument	Type	Description
country	string	ISO 3166-1 alpha-3 country code to filter (e.g. "USA", "DEU", "JPN", "CHN"). Omit to return all 190+ countries plus IMF regional/income-group aggregates.
end_year	integer	Latest year to include, including IMF WEO forward projections (e.g. 2029). Omit for full history.
countries	array	List of ISO 3166-1 alpha-3 country codes to filter (e.g. ["USA","DEU","JPN"]), max 20. Use instead of "country" to fetch multiple countries in one call.
start_year	integer	Earliest year to include in the returned time series (e.g. 2015). Omit for full history.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code to filter (e.g. \"USA\", \"DEU\", \"JPN\", \"CHN\"). Omit to return all 190+ countries plus IMF regional/income-group aggregates."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1980,
      "description": "Latest year to include, including IMF WEO forward projections (e.g. 2029). Omit for full history."
    },
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 3,
        "minLength": 3
      },
      "maxItems": 20,
      "description": "List of ISO 3166-1 alpha-3 country codes to filter (e.g. [\"USA\",\"DEU\",\"JPN\"]), max 20. Use instead of \"country\" to fetch multiple countries in one call."
    },
    "start_year": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1980,
      "description": "Earliest year to include in the returned time series (e.g. 2015). Omit for full history."
    }
  },
  "additionalProperties": false
}

imf.macro.fiscal_balance

Get general government net lending/borrowing (fiscal balance, percent of GDP) from the IMF World Economic Outlook (WEO) for one or more countries, including IMF forward projections. Filter by ISO 3166-1 alpha-3 country code(s) and/or a year range; omit filters to get all 190+ countries plus regional/income-group aggregates. Data: IMF DataMapper (www.imf.org), CC BY 4.0, no auth required.

read-only

Argument	Type	Description
country	string	ISO 3166-1 alpha-3 country code to filter (e.g. "USA", "DEU", "JPN", "CHN"). Omit to return all 190+ countries plus IMF regional/income-group aggregates.
end_year	integer	Latest year to include, including IMF WEO forward projections (e.g. 2029). Omit for full history.
countries	array	List of ISO 3166-1 alpha-3 country codes to filter (e.g. ["USA","DEU","JPN"]), max 20. Use instead of "country" to fetch multiple countries in one call.
start_year	integer	Earliest year to include in the returned time series (e.g. 2015). Omit for full history.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code to filter (e.g. \"USA\", \"DEU\", \"JPN\", \"CHN\"). Omit to return all 190+ countries plus IMF regional/income-group aggregates."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1980,
      "description": "Latest year to include, including IMF WEO forward projections (e.g. 2029). Omit for full history."
    },
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 3,
        "minLength": 3
      },
      "maxItems": 20,
      "description": "List of ISO 3166-1 alpha-3 country codes to filter (e.g. [\"USA\",\"DEU\",\"JPN\"]), max 20. Use instead of \"country\" to fetch multiple countries in one call."
    },
    "start_year": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1980,
      "description": "Earliest year to include in the returned time series (e.g. 2015). Omit for full history."
    }
  },
  "additionalProperties": false
}

imf.macro.gdp_growth

Get real GDP growth rate (annual percent change) from the IMF World Economic Outlook (WEO) for one or more countries, including IMF forward projections. Filter by ISO 3166-1 alpha-3 country code(s) and/or a year range; omit filters to get all 190+ countries plus regional/income-group aggregates. Data: IMF DataMapper (www.imf.org), CC BY 4.0, no auth required.

read-only

Argument	Type	Description
country	string	ISO 3166-1 alpha-3 country code to filter (e.g. "USA", "DEU", "JPN", "CHN"). Omit to return all 190+ countries plus IMF regional/income-group aggregates.
end_year	integer	Latest year to include, including IMF WEO forward projections (e.g. 2029). Omit for full history.
countries	array	List of ISO 3166-1 alpha-3 country codes to filter (e.g. ["USA","DEU","JPN"]), max 20. Use instead of "country" to fetch multiple countries in one call.
start_year	integer	Earliest year to include in the returned time series (e.g. 2015). Omit for full history.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code to filter (e.g. \"USA\", \"DEU\", \"JPN\", \"CHN\"). Omit to return all 190+ countries plus IMF regional/income-group aggregates."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1980,
      "description": "Latest year to include, including IMF WEO forward projections (e.g. 2029). Omit for full history."
    },
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 3,
        "minLength": 3
      },
      "maxItems": 20,
      "description": "List of ISO 3166-1 alpha-3 country codes to filter (e.g. [\"USA\",\"DEU\",\"JPN\"]), max 20. Use instead of \"country\" to fetch multiple countries in one call."
    },
    "start_year": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1980,
      "description": "Earliest year to include in the returned time series (e.g. 2015). Omit for full history."
    }
  },
  "additionalProperties": false
}

imf.macro.inflation

Get inflation rate (average consumer prices, annual percent change) from the IMF World Economic Outlook (WEO) for one or more countries, including IMF forward projections. Filter by ISO 3166-1 alpha-3 country code(s) and/or a year range; omit filters to get all 190+ countries plus regional/income-group aggregates. Data: IMF DataMapper (www.imf.org), CC BY 4.0, no auth required.

read-only

Argument	Type	Description
country	string	ISO 3166-1 alpha-3 country code to filter (e.g. "USA", "DEU", "JPN", "CHN"). Omit to return all 190+ countries plus IMF regional/income-group aggregates.
end_year	integer	Latest year to include, including IMF WEO forward projections (e.g. 2029). Omit for full history.
countries	array	List of ISO 3166-1 alpha-3 country codes to filter (e.g. ["USA","DEU","JPN"]), max 20. Use instead of "country" to fetch multiple countries in one call.
start_year	integer	Earliest year to include in the returned time series (e.g. 2015). Omit for full history.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code to filter (e.g. \"USA\", \"DEU\", \"JPN\", \"CHN\"). Omit to return all 190+ countries plus IMF regional/income-group aggregates."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1980,
      "description": "Latest year to include, including IMF WEO forward projections (e.g. 2029). Omit for full history."
    },
    "countries": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 3,
        "minLength": 3
      },
      "maxItems": 20,
      "description": "List of ISO 3166-1 alpha-3 country codes to filter (e.g. [\"USA\",\"DEU\",\"JPN\"]), max 20. Use instead of \"country\" to fetch multiple countries in one call."
    },
    "start_year": {
      "type": "integer",
      "maximum": 2035,
      "minimum": 1980,
      "description": "Earliest year to include in the returned time series (e.g. 2015). Omit for full history."
    }
  },
  "additionalProperties": false
}

inaturalist.observations.search

Search real-world wildlife sightings logged by the iNaturalist community, filterable by species (taxon_name or taxon_id), place (place_id from inaturalist.places_search), a lat/lng radius, date range, and data quality grade (research/needs_id/casual). Returns each observation's species guess, taxon info, observed date, location, observer, and photo. Data: iNaturalist.org global citizen-science community, no auth required.

read-only

Argument	Type	Description
lat	number	Latitude for a radius search. Must be paired with lng.
lng	number	Longitude for a radius search. Must be paired with lat.
per_page	integer	Number of results to return, 1-20 (default 10). At least one of taxon_name, taxon_id, place_id, or lat/lng is required.
place_id	integer	Numeric place id from inaturalist.places_search to filter observations by.
taxon_id	integer	Numeric taxon id from inaturalist.taxa_search to filter observations by.
radius_km	number	Search radius in kilometers around lat/lng (default 10).
taxon_name	string	Scientific or common name to filter observations by, e.g. "Danaus plexippus".
quality_grade	string	Filter by data quality: "research" (community-verified ID), "needs_id" (unconfirmed), or "casual" (no photo/no location/captive).
observed_after	string	Only include observations on/after this date, ISO 8601 (YYYY-MM-DD).
observed_before	string	Only include observations on/before this date, ISO 8601 (YYYY-MM-DD).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude for a radius search. Must be paired with lng."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude for a radius search. Must be paired with lat."
    },
    "per_page": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results to return, 1-20 (default 10). At least one of taxon_name, taxon_id, place_id, or lat/lng is required."
    },
    "place_id": {
      "type": "integer",
      "description": "Numeric place id from inaturalist.places_search to filter observations by."
    },
    "taxon_id": {
      "type": "integer",
      "description": "Numeric taxon id from inaturalist.taxa_search to filter observations by."
    },
    "radius_km": {
      "type": "number",
      "maximum": 500,
      "minimum": 0.1,
      "description": "Search radius in kilometers around lat/lng (default 10)."
    },
    "taxon_name": {
      "type": "string",
      "description": "Scientific or common name to filter observations by, e.g. \"Danaus plexippus\"."
    },
    "quality_grade": {
      "enum": [
        "casual",
        "needs_id",
        "research"
      ],
      "type": "string",
      "description": "Filter by data quality: \"research\" (community-verified ID), \"needs_id\" (unconfirmed), or \"casual\" (no photo/no location/captive)."
    },
    "observed_after": {
      "type": "string",
      "description": "Only include observations on/after this date, ISO 8601 (YYYY-MM-DD)."
    },
    "observed_before": {
      "type": "string",
      "description": "Only include observations on/before this date, ISO 8601 (YYYY-MM-DD)."
    }
  },
  "additionalProperties": false
}

inaturalist.observations.species_counts

Get a biodiversity summary for a place (place_id from inaturalist.places_search): the species most frequently observed there, ranked by observation count, optionally filtered to a taxon group (e.g. only birds) and/or a date range. Useful for surveying local wildlife or flora. Data: iNaturalist.org global citizen-science community, no auth required.

read-only

Argument	Type	Description
per_page	integer	Number of species to return, ranked by observation count, 1-50 (default 20).
place_id*	integer	Numeric place id from inaturalist.places_search to get species counts for.
taxon_id	integer	Restrict to descendants of this taxon id, e.g. only birds or only plants.
observed_after	string	Only include observations on/after this date, ISO 8601 (YYYY-MM-DD).
observed_before	string	Only include observations on/before this date, ISO 8601 (YYYY-MM-DD).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "place_id"
  ],
  "properties": {
    "per_page": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of species to return, ranked by observation count, 1-50 (default 20)."
    },
    "place_id": {
      "type": "integer",
      "description": "Numeric place id from inaturalist.places_search to get species counts for."
    },
    "taxon_id": {
      "type": "integer",
      "description": "Restrict to descendants of this taxon id, e.g. only birds or only plants."
    },
    "observed_after": {
      "type": "string",
      "description": "Only include observations on/after this date, ISO 8601 (YYYY-MM-DD)."
    },
    "observed_before": {
      "type": "string",
      "description": "Only include observations on/before this date, ISO 8601 (YYYY-MM-DD)."
    }
  },
  "additionalProperties": false
}

inaturalist.places.search

Look up an iNaturalist place_id by name, e.g. "Berlin" or "Yellowstone National Park", for use with inaturalist.observations_search and inaturalist.species_counts. Returns matching places with their place_id, display name, and place type (e.g. town, county, park). Data: iNaturalist.org global citizen-science community, no auth required.

read-only

Argument	Type	Description
query*	string	Place name to search for, e.g. "Berlin" or "Yellowstone National Park".
per_page	integer	Number of results to return, 1-20 (default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Place name to search for, e.g. \"Berlin\" or \"Yellowstone National Park\"."
    },
    "per_page": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results to return, 1-20 (default 10)."
    }
  },
  "additionalProperties": false
}

inaturalist.taxa.search

Look up a species or other taxon by common or scientific name, e.g. "monarch butterfly" or "Quercus". Returns matching taxa with their taxon_id (for use with inaturalist.observations_search and inaturalist.species_counts), taxonomic rank, common name, total observation count, extinct/threatened flags, and a reference photo. Data: iNaturalist.org global citizen-science community, no auth required.

read-only

Argument	Type	Description
rank	string	Restrict results to a taxonomic rank, e.g. "species", "genus", "family", "order", "class", "kingdom".
query*	string	Common or scientific name to search for, e.g. "monarch butterfly" or "Quercus".
per_page	integer	Number of results to return, 1-30 (default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rank": {
      "type": "string",
      "description": "Restrict results to a taxonomic rank, e.g. \"species\", \"genus\", \"family\", \"order\", \"class\", \"kingdom\"."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Common or scientific name to search for, e.g. \"monarch butterfly\" or \"Quercus\"."
    },
    "per_page": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of results to return, 1-30 (default 10)."
    }
  },
  "additionalProperties": false
}

indec-argentina.stats.get_series

Fetch data points for one or more Argentine government statistics time series by ID (up to 5 at once), with optional date range and frequency resampling (day/month/quarter/semester/year with avg/sum/end_of_period/min/max aggregation). Covers exchange rates, inflation, employment, and national accounts. Data: apis.datos.gob.ar/series (INDEC), no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of data points to return (1-1000, default 100).
collapse	string	Resample the series to this frequency (default: series native frequency).
end_date	string	Restrict results to dates on/before this ISO date (YYYY-MM-DD).
series_id*	string	Series ID(s) to fetch, comma-separated for up to 5 series (e.g. "168.1_T_CAMBIOR_D_0_0_26"). Find IDs via search_series.
start_date	string	Restrict results to dates on/after this ISO date (YYYY-MM-DD).
collapse_aggregation	string	Aggregation method used when "collapse" resamples to a lower frequency (default: avg).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "series_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of data points to return (1-1000, default 100)."
    },
    "collapse": {
      "enum": [
        "day",
        "month",
        "quarter",
        "semester",
        "year"
      ],
      "type": "string",
      "description": "Resample the series to this frequency (default: series native frequency)."
    },
    "end_date": {
      "type": "string",
      "description": "Restrict results to dates on/before this ISO date (YYYY-MM-DD)."
    },
    "series_id": {
      "type": "string",
      "minLength": 1,
      "description": "Series ID(s) to fetch, comma-separated for up to 5 series (e.g. \"168.1_T_CAMBIOR_D_0_0_26\"). Find IDs via search_series."
    },
    "start_date": {
      "type": "string",
      "description": "Restrict results to dates on/after this ISO date (YYYY-MM-DD)."
    },
    "collapse_aggregation": {
      "enum": [
        "avg",
        "sum",
        "end_of_period",
        "min",
        "max"
      ],
      "type": "string",
      "description": "Aggregation method used when \"collapse\" resamples to a lower frequency (default: avg)."
    }
  },
  "additionalProperties": false
}

indec-argentina.stats.search

Search the Argentine government catalog of economic and social statistics time series by keyword (e.g. "desempleo", "inflacion", "tipo de cambio"). Returns matching series IDs, titles, units, frequency, and date coverage. Data: apis.datos.gob.ar/series (Subsecretaría de Programación Macroeconómica / INDEC), no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of matching series to return (1-50, default 10).
query*	string	Keyword to search the time series catalog (e.g. "desempleo", "inflacion", "tipo de cambio"). Spanish terms work best — this is an Argentine government dataset.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of matching series to return (1-50, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Keyword to search the time series catalog (e.g. \"desempleo\", \"inflacion\", \"tipo de cambio\"). Spanish terms work best — this is an Argentine government dataset."
    }
  },
  "additionalProperties": false
}

indec-georef.admin.departments

Search Argentina's second-level administrative divisions (departments/partidos) by name, optionally scoped to a province. Returns id, name, parent province, and centroid coordinates. Data: apis.datos.gob.ar/georef (INDEC), no auth required.

read-only

Argument	Type	Description
max	integer	Maximum number of departments to return (1-50, default 10).
query	string	Filter departments by name substring, case-insensitive (e.g. "capital").
provincia	string	Restrict results to a province, by name or id (e.g. "Córdoba" or "14").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "max": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of departments to return (1-50, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Filter departments by name substring, case-insensitive (e.g. \"capital\")."
    },
    "provincia": {
      "type": "string",
      "description": "Restrict results to a province, by name or id (e.g. \"Córdoba\" or \"14\")."
    }
  },
  "additionalProperties": false
}

indec-georef.admin.localities

Search Argentine localities (cities/towns) by name, optionally scoped to a province. Returns id, name, category, parent province/department/municipality, and centroid coordinates. Data: apis.datos.gob.ar/georef (INDEC), no auth required.

read-only

Argument	Type	Description
max	integer	Maximum number of localities to return (1-50, default 10).
query*	string	Locality (city/town) name to search for, case-insensitive (e.g. "Palermo").
provincia	string	Restrict results to a province, by name or id (e.g. "Santa Fe" or "82").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "max": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of localities to return (1-50, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Locality (city/town) name to search for, case-insensitive (e.g. \"Palermo\")."
    },
    "provincia": {
      "type": "string",
      "description": "Restrict results to a province, by name or id (e.g. \"Santa Fe\" or \"82\")."
    }
  },
  "additionalProperties": false
}

indec-georef.admin.provinces

List or search Argentina's 24 provinces (incl. Ciudad Autónoma de Buenos Aires) by name. Returns id, name, and centroid coordinates for each. Data: apis.datos.gob.ar/georef (INDEC), no auth required.

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Argument	Type	Description
max	integer	Maximum number of provinces to return (1-50, default 10).
query	string	Filter provinces by name substring, case-insensitive (e.g. "buenos" for Buenos Aires). Omit to list all 24 provinces (incl. CABA).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "max": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of provinces to return (1-50, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Filter provinces by name substring, case-insensitive (e.g. \"buenos\" for Buenos Aires). Omit to list all 24 provinces (incl. CABA)."
    }
  },
  "additionalProperties": false
}

indec-georef.location.geocode

Forward geocode an Argentine street address (e.g. "Av Corrientes 1000") to matching locations with lat/lon coordinates, street name/number, province, department, and locality. Returns multiple candidates when the address matches more than one place nationwide. Data: apis.datos.gob.ar/georef (INDEC — Instituto Nacional de Estadística y Censos), no auth required.

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Argument	Type	Description
max	integer	Maximum number of address matches to return (1-50, default 10).
address*	string	Argentine street address to geocode, street name + house number (e.g. "Av Corrientes 1000"). Returns matching addresses with lat/lon and administrative location.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "address"
  ],
  "properties": {
    "max": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of address matches to return (1-50, default 10)."
    },
    "address": {
      "type": "string",
      "minLength": 1,
      "description": "Argentine street address to geocode, street name + house number (e.g. \"Av Corrientes 1000\"). Returns matching addresses with lat/lon and administrative location."
    }
  },
  "additionalProperties": false
}

indec-georef.location.reverse_geocode

Reverse geocode a lat/lon coordinate pair within Argentina to its administrative location — province, department, and municipality. Data: apis.datos.gob.ar/georef (INDEC), no auth required.

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Argument	Type	Description
lat*	number	Latitude in decimal degrees (e.g. -34.6).
lon*	number	Longitude in decimal degrees (e.g. -58.45).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude in decimal degrees (e.g. -34.6)."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude in decimal degrees (e.g. -58.45)."
    }
  },
  "additionalProperties": false
}

ine-chile.reference.dataflows

Search or list Chilean SIMEL (labour-market information system) dataflows — the ~204 official indicator series covering employment, unemployment, wages, pensions, and gender gaps, split by demographic and geographic breakdowns. Filter by name/id with query, or omit to list all. Use the returned dataflow_id with ine-chile.structure and ine-chile.data. Data: sdmx.ine.gob.cl (INE Chile SDMX API), no auth required.

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Argument	Type	Description
query	string	Filter dataflows by name or id substring, case-insensitive (e.g. "desocup" for unemployment, "sexo" for gender-split indicators). Omit to list all ~204 available dataflows.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Filter dataflows by name or id substring, case-insensitive (e.g. \"desocup\" for unemployment, \"sexo\" for gender-split indicators). Omit to list all ~204 available dataflows."
    }
  },
  "additionalProperties": false
}

ine-chile.reference.structure

Get the dimensions and valid codes for a Chilean SIMEL dataflow_id (e.g. "DF_NOCU_SEXO") — area, frequency, indicator, and breakdown dimensions (sex, age, region, etc.) each with their code list. Use this to interpret the dimension labels returned by ine-chile.data. Data: sdmx.ine.gob.cl (INE Chile SDMX API), no auth required.

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Argument	Type	Description
dataflow_id*	string	SIMEL dataflow id, from ine-chile.dataflows (e.g. "DF_NOCU_SEXO"). Returns the dimension list (e.g. AREA_REF, FREQ, INDICADOR, SEXO) with each dimension's valid codes — needed to interpret ine-chile.data results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataflow_id"
  ],
  "properties": {
    "dataflow_id": {
      "type": "string",
      "minLength": 1,
      "description": "SIMEL dataflow id, from ine-chile.dataflows (e.g. \"DF_NOCU_SEXO\"). Returns the dimension list (e.g. AREA_REF, FREQ, INDICADOR, SEXO) with each dimension's valid codes — needed to interpret ine-chile.data results."
    }
  },
  "additionalProperties": false
}

ine-chile.series.data

Get observation values for a Chilean SIMEL dataflow_id (e.g. "DF_NOCU_SEXO" for employed persons by sex). Filter by last_n_observations (most recent N per series, default 10, max 100) or a start_period/end_period range (e.g. "2020", "2020-01"). Each series is labeled with its dimension values (sex, region, etc.) and a list of period/value pairs. Data: sdmx.ine.gob.cl (INE Chile SDMX API), no auth required.

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Argument	Type	Description
end_period	string	End of period range, e.g. "2024" (annual) or "2024-12" (monthly). Takes precedence over last_n_observations when set.
dataflow_id*	string	SIMEL dataflow id, from ine-chile.dataflows (e.g. "DF_NOCU_SEXO").
start_period	string	Start of period range, e.g. "2020" (annual) or "2020-01" (monthly). Takes precedence over last_n_observations when set.
last_n_observations	integer	Return only the most recent N observations per series (max 100, default 10). Ignored if start_period or end_period is set.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataflow_id"
  ],
  "properties": {
    "end_period": {
      "type": "string",
      "description": "End of period range, e.g. \"2024\" (annual) or \"2024-12\" (monthly). Takes precedence over last_n_observations when set."
    },
    "dataflow_id": {
      "type": "string",
      "minLength": 1,
      "description": "SIMEL dataflow id, from ine-chile.dataflows (e.g. \"DF_NOCU_SEXO\")."
    },
    "start_period": {
      "type": "string",
      "description": "Start of period range, e.g. \"2020\" (annual) or \"2020-01\" (monthly). Takes precedence over last_n_observations when set."
    },
    "last_n_observations": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations per series (max 100, default 10). Ignored if start_period or end_period is set."
    }
  },
  "additionalProperties": false
}

ine-portugal.stats.indicator_data

Get observation data for a Statistics Portugal (INE) indicator by its 7-digit varcd code (e.g. "0008273" for resident population by NUTS region, sex and age group). Optionally filter by up to 6 generic dimensions (Dim1 is usually the reference period, the rest are indicator-specific, e.g. geography/sex/age) — get valid codes first from ine-portugal.indicator_metadata. There is no upstream search/catalog endpoint, so the varcd must already be known. Data: www.ine.pt (Statistics Portugal open JSON indicator API), no auth required.

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Argument	Type	Description
dim1	string	Filter code for Dimension 1 (usually the reference period, e.g. "S7A2023" for year 2023 or "2023" depending on the indicator). Get valid codes from ine-portugal.indicator_metadata before calling. Omit to fetch data across all periods.
dim2	string	Filter code for Dimension 2 (indicator-specific, e.g. a NUTS geography code). Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension.
dim3	string	Filter code for Dimension 3 (indicator-specific, e.g. sex). Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension.
dim4	string	Filter code for Dimension 4 (indicator-specific, e.g. age group). Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension.
dim5	string	Filter code for Dimension 5, if the indicator has one. Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension.
dim6	string	Filter code for Dimension 6, if the indicator has one. Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension.
lang	string	Response language for labels: "EN" (English, default) or "PT" (Portuguese).
varcd*	string	INE (Statistics Portugal) 7-digit indicator code, zero-padded (e.g. "0008273" for resident population by NUTS/sex/age group). There is no upstream search/catalog endpoint — find valid codes via the official INE indicator database (www.ine.pt/xportal) or ine-portugal.indicator_metadata once you have a code.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "varcd"
  ],
  "properties": {
    "dim1": {
      "type": "string",
      "description": "Filter code for Dimension 1 (usually the reference period, e.g. \"S7A2023\" for year 2023 or \"2023\" depending on the indicator). Get valid codes from ine-portugal.indicator_metadata before calling. Omit to fetch data across all periods."
    },
    "dim2": {
      "type": "string",
      "description": "Filter code for Dimension 2 (indicator-specific, e.g. a NUTS geography code). Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension."
    },
    "dim3": {
      "type": "string",
      "description": "Filter code for Dimension 3 (indicator-specific, e.g. sex). Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension."
    },
    "dim4": {
      "type": "string",
      "description": "Filter code for Dimension 4 (indicator-specific, e.g. age group). Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension."
    },
    "dim5": {
      "type": "string",
      "description": "Filter code for Dimension 5, if the indicator has one. Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension."
    },
    "dim6": {
      "type": "string",
      "description": "Filter code for Dimension 6, if the indicator has one. Get valid codes from ine-portugal.indicator_metadata. Omit to include all values of this dimension."
    },
    "lang": {
      "enum": [
        "EN",
        "PT"
      ],
      "type": "string",
      "description": "Response language for labels: \"EN\" (English, default) or \"PT\" (Portuguese)."
    },
    "varcd": {
      "type": "string",
      "pattern": "^\\d{1,7}$",
      "maxLength": 7,
      "minLength": 1,
      "description": "INE (Statistics Portugal) 7-digit indicator code, zero-padded (e.g. \"0008273\" for resident population by NUTS/sex/age group). There is no upstream search/catalog endpoint — find valid codes via the official INE indicator database (www.ine.pt/xportal) or ine-portugal.indicator_metadata once you have a code."
    }
  },
  "additionalProperties": false
}

ine-portugal.stats.indicator_metadata

Get metadata for a Statistics Portugal (INE) indicator by its 7-digit varcd code: full name, periodicity, unit, decimal precision, first/last available period, and every dimension with its valid filter codes. Call this BEFORE ine-portugal.indicator_data to discover which Dim1..Dim6 codes are valid for the indicator. Data: www.ine.pt (Statistics Portugal open JSON indicator API), no auth required.

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Argument	Type	Description
lang	string	Response language for labels: "EN" (English, default) or "PT" (Portuguese).
varcd*	string	INE (Statistics Portugal) 7-digit indicator code, zero-padded (e.g. "0008273"). Returns the indicator name, periodicity, unit, first/last available period, and every dimension with its valid filter codes — call this BEFORE ine-portugal.indicator_data to discover valid Dim1..Dim6 values.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "varcd"
  ],
  "properties": {
    "lang": {
      "enum": [
        "EN",
        "PT"
      ],
      "type": "string",
      "description": "Response language for labels: \"EN\" (English, default) or \"PT\" (Portuguese)."
    },
    "varcd": {
      "type": "string",
      "pattern": "^\\d{1,7}$",
      "maxLength": 7,
      "minLength": 1,
      "description": "INE (Statistics Portugal) 7-digit indicator code, zero-padded (e.g. \"0008273\"). Returns the indicator name, periodicity, unit, first/last available period, and every dimension with its valid filter codes — call this BEFORE ine-portugal.indicator_data to discover valid Dim1..Dim6 values."
    }
  },
  "additionalProperties": false
}

ine-spain.reference.operations

Browse the catalog of 109 published Spanish official statistical operations (e.g. IPC = Consumer Price Index, EPA = Labour Force Survey). Optional search filters by name substring. Returns operation_code for use in ine-spain.tables. Data: servicios.ine.es (Instituto Nacional de Estadística Tempus3 API), no auth required.

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Argument	Type	Description
lang	string	Response language: ES (Spanish, default) or EN (English).
search	string	Case-insensitive substring to filter operations by name, e.g. "precios" or "population". Omit to list all 109 published operations.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lang": {
      "enum": [
        "ES",
        "EN"
      ],
      "type": "string",
      "description": "Response language: ES (Spanish, default) or EN (English)."
    },
    "search": {
      "type": "string",
      "description": "Case-insensitive substring to filter operations by name, e.g. \"precios\" or \"population\". Omit to list all 109 published operations."
    }
  },
  "additionalProperties": false
}

ine-spain.reference.tables

List the published data tables under a Spanish statistical operation (operation_code from ine-spain.operations, e.g. "IPC" or "EPA"). Returns table_id, name, and covered period for use in ine-spain.table_data. Data: servicios.ine.es (INE Tempus3 API), no auth required.

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Argument	Type	Description
lang	string	Response language: ES (Spanish, default) or EN (English).
operation_code*	string	Operation code from ine-spain.operations, e.g. "IPC" (Consumer Price Index) or "EPA" (Labour Force Survey).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "operation_code"
  ],
  "properties": {
    "lang": {
      "enum": [
        "ES",
        "EN"
      ],
      "type": "string",
      "description": "Response language: ES (Spanish, default) or EN (English)."
    },
    "operation_code": {
      "enum": [
        "ADRH",
        "ANES",
        "APEL",
        "CCM",
        "CDMGE",
        "CMEA",
        "CNE",
        "CNEAG",
        "CNTR2000",
        "CNTR2008",
        "CNTR2010",
        "CODEM",
        "CONA",
        "CONM",
        "CP",
        "CTNFSI",
        "DIR",
        "DPOD",
        "DPOH",
        "DPOP",
        "EACL",
        "EAES",
        "EAES:Q",
        "ECM",
        "ECP",
        "ECSE",
        "ECV",
        "ECVG",
        "EDES",
        "EEE:COM",
        "EEE:IND",
        "EEE:SER",
        "EFPA",
        "EG",
        "EH",
        "EI",
        "EIAP",
        "EJP",
        "EM",
        "EMCR",
        "EMLG",
        "EMN",
        "ENSD",
        "EOA",
        "EOAC",
        "EOAP",
        "EOH",
        "EOT",
        "EOTR",
        "EPA",
        "EPC",
        "EPF",
        "EPOBA",
        "EPOBC",
        "EPOBL",
        "ETCL",
        "ETDP",
        "ETR",
        "FR",
        "GDRE",
        "GDVE",
        "HPT",
        "IAS",
        "ICE",
        "ICES",
        "ICLA",
        "ICM",
        "ICN",
        "ICNE",
        "IDB",
        "IEP",
        "IGC",
        "IIH",
        "IMCV",
        "IMM",
        "IPAC",
        "IPAP",
        "IPC",
        "IPCA",
        "IPCO",
        "IPH",
        "IPI",
        "IPRI",
        "IPRX-M",
        "IPS",
        "IPSS",
        "IPT",
        "IPTR",
        "IPV",
        "IPVA",
        "IRSH",
        "MMOV",
        "MNPD",
        "MNPM",
        "MNPN",
        "MOS",
        "MYH",
        "OAT",
        "PERE",
        "SM",
        "STEC",
        "TF",
        "TM",
        "TMOV",
        "TNOM",
        "TV",
        "UA",
        "VGD",
        "VTE"
      ],
      "type": "string",
      "description": "Operation code from ine-spain.operations, e.g. \"IPC\" (Consumer Price Index) or \"EPA\" (Labour Force Survey)."
    }
  },
  "additionalProperties": false
}

ine-spain.series.data

Get up to 100 most-recent data points plus rich metadata (period name, provisional flag) for ONE specific series (series_code, e.g. "IPC251856" — from an ine-spain.table_data result COD field or the INE website). An unrecognized series_code returns an empty upstream response. Data: servicios.ine.es (INE Tempus3 API), no auth required.

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Argument	Type	Description
lang	string	Response language: ES (Spanish, default) or EN (English).
periods	integer	Number of most-recent periods to return, 1-100 (default 12).
series_code*	string	Series code, e.g. "IPC251856" (from a table_data result COD field, or the INE website). An unrecognized code returns an empty response.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "series_code"
  ],
  "properties": {
    "lang": {
      "enum": [
        "ES",
        "EN"
      ],
      "type": "string",
      "description": "Response language: ES (Spanish, default) or EN (English)."
    },
    "periods": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of most-recent periods to return, 1-100 (default 12)."
    },
    "series_code": {
      "type": "string",
      "minLength": 1,
      "description": "Series code, e.g. \"IPC251856\" (from a table_data result COD field, or the INE website). An unrecognized code returns an empty response."
    }
  },
  "additionalProperties": false
}

ine-spain.series.table_data

Get the most-recent data points (1-6 periods, default 1) for EVERY series in a table (table_id from ine-spain.tables). Tables can bundle hundreds of series, so periods is capped tightly — use ine-spain.series_data for a longer single-series history. Data: servicios.ine.es (INE Tempus3 API), no auth required.

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Argument	Type	Description
lang	string	Response language: ES (Spanish, default) or EN (English).
periods	integer	Number of most-recent periods to return per series, 1-6 (default 1). Tables can bundle hundreds of series, so this is capped tightly to stay under the response size limit — use ine-spain.series_data for a longer single-series history.
table_id*	integer	Numeric table id from ine-spain.tables, e.g. 24077 for the national CPI index table.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_id"
  ],
  "properties": {
    "lang": {
      "enum": [
        "ES",
        "EN"
      ],
      "type": "string",
      "description": "Response language: ES (Spanish, default) or EN (English)."
    },
    "periods": {
      "type": "integer",
      "maximum": 6,
      "minimum": 1,
      "description": "Number of most-recent periods to return per series, 1-6 (default 1). Tables can bundle hundreds of series, so this is capped tightly to stay under the response size limit — use ine-spain.series_data for a longer single-series history."
    },
    "table_id": {
      "type": "integer",
      "description": "Numeric table id from ine-spain.tables, e.g. 24077 for the national CPI index table."
    }
  },
  "additionalProperties": false
}

ine.reference.operations

Search or list Spanish INE (national statistics institute) statistical operations — the top-level catalog of official series like IPC (Consumer Price Index), EPA (Labour Force Survey), or population census. Filter by name/code with query, or omit to list all ~110 available operations. Use the returned operation code with ine.tables. Data: servicios.ine.es (INE Tempus3 API), no auth required.

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Argument	Type	Description
query	string	Filter operations by name or short code substring, case-insensitive (e.g. "IPC", "empleo", "población"). Omit to list all ~110 available operations.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Filter operations by name or short code substring, case-insensitive (e.g. \"IPC\", \"empleo\", \"población\"). Omit to list all ~110 available operations."
    }
  },
  "additionalProperties": false
}

ine.reference.tables

List the published data tables for a Spanish INE statistical operation (e.g. "IPC", "EPA"), including periodicity, publication name, and start period. Use an operation_code from ine.operations. Data: servicios.ine.es (INE Tempus3 API), no auth required.

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Argument	Type	Description
operation_code*	string	Short code of the statistical operation, from ine.operations (e.g. "IPC" for Consumer Price Index, "EPA" for Labour Force Survey).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "operation_code"
  ],
  "properties": {
    "operation_code": {
      "type": "string",
      "minLength": 1,
      "description": "Short code of the statistical operation, from ine.operations (e.g. \"IPC\" for Consumer Price Index, \"EPA\" for Labour Force Survey)."
    }
  },
  "additionalProperties": false
}

ine.series.data

Get observation values for a Spanish INE time series by its series_code — e.g. IPC206449 for the national CPI monthly change. Filter by last_n (most recent N observations, default 10, max 100) or a start_date/end_date range (YYYYMMDD). Values include the period label, year, and whether the observation is provisional or final. Data: servicios.ine.es (INE Tempus3 API), no auth required.

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Argument	Type	Description
last_n	integer	Return only the most recent N observations (max 100, default 10). Ignored if start_date or end_date is set.
end_date	string	End of date range, format YYYYMMDD (e.g. "20231231"). Takes precedence over last_n.
start_date	string	Start of date range, format YYYYMMDD (e.g. "20200101"). Takes precedence over last_n.
series_code*	string	INE series code (e.g. "IPC206449" for the national CPI monthly change series).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "series_code"
  ],
  "properties": {
    "last_n": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations (max 100, default 10). Ignored if start_date or end_date is set."
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "End of date range, format YYYYMMDD (e.g. \"20231231\"). Takes precedence over last_n."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "Start of date range, format YYYYMMDD (e.g. \"20200101\"). Takes precedence over last_n."
    },
    "series_code": {
      "type": "string",
      "minLength": 1,
      "description": "INE series code (e.g. \"IPC206449\" for the national CPI monthly change series)."
    }
  },
  "additionalProperties": false
}

ine.series.metadata

Get metadata for a Spanish INE time series by its series_code — name, decimals, periodicity (monthly/quarterly/annual), parent operation, and publication. Data: servicios.ine.es (INE Tempus3 API), no auth required.

read-only

Argument	Type	Description
series_code*	string	INE series code (e.g. "IPC206449" for the national CPI monthly change series).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "series_code"
  ],
  "properties": {
    "series_code": {
      "type": "string",
      "minLength": 1,
      "description": "INE series code (e.g. \"IPC206449\" for the national CPI monthly change series)."
    }
  },
  "additionalProperties": false
}

infra.browser.create_session

⚡ ACTION: Create a managed headless browser session on Browserbase infrastructure. Returns session ID and WebSocket connect URL for Puppeteer/Playwright. Choose region (US/EU/Asia) and optional residential proxy. Sessions auto-expire after 5 minutes of inactivity (Browserbase)

destructive

Argument	Type	Description
proxy	boolean	Use residential proxy for the session (default false)
region	string	Browser region (default us-west-2)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "proxy": {
      "type": "boolean",
      "description": "Use residential proxy for the session (default false)"
    },
    "region": {
      "enum": [
        "us-west-2",
        "us-east-1",
        "eu-central-1",
        "ap-southeast-1"
      ],
      "type": "string",
      "description": "Browser region (default us-west-2)"
    }
  },
  "additionalProperties": false
}

infra.browser.list_sessions

List active or recent browser sessions — filter by status (running, completed, error). Returns session IDs, regions, start times (Browserbase)

read-only

Argument	Type	Description
status	string	Filter by session status (default RUNNING)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "status": {
      "enum": [
        "RUNNING",
        "ERROR",
        "TIMED_OUT",
        "COMPLETED"
      ],
      "type": "string",
      "description": "Filter by session status (default RUNNING)"
    }
  },
  "additionalProperties": false
}

infra.browser.session_content

Get files downloaded during a browser session — screenshots, PDFs, extracted data (Browserbase)

read-only

Argument	Type	Description
session_id*	string	Session ID to get downloads/content from

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "session_id"
  ],
  "properties": {
    "session_id": {
      "type": "string",
      "minLength": 1,
      "description": "Session ID to get downloads/content from"
    }
  },
  "additionalProperties": false
}

infra.browser.session_status

Check the status of a Browserbase session — running, completed, error, timed out. Returns CPU usage, memory, proxy bytes, start/end times (Browserbase)

read-only

Argument	Type	Description
session_id*	string	Browserbase session ID (from create_session result)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "session_id"
  ],
  "properties": {
    "session_id": {
      "type": "string",
      "minLength": 1,
      "description": "Browserbase session ID (from create_session result)"
    }
  },
  "additionalProperties": false
}

infra.cloudflare.dns_create

⚡ ACTION: Create a new DNS record (A, AAAA, CNAME, MX, TXT) for a Cloudflare zone. Set content (IP/hostname), TTL, and CDN proxy status. Returns new record ID (Cloudflare)

destructive

Argument	Type	Description
ttl	integer	TTL in seconds (1 = automatic, 60-86400 for manual)
name*	string	Record name — subdomain or "@" for root (e.g. "www", "api", "@")
type*	string	DNS record type
content*	string	Record value — IP address for A/AAAA, hostname for CNAME, text for TXT
proxied	boolean	Enable Cloudflare CDN proxy (default false). True = orange cloud, hides origin IP
zone_id*	string	Cloudflare Zone ID
priority	integer	Priority for MX records (e.g. 10, 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "zone_id",
    "type",
    "name",
    "content"
  ],
  "properties": {
    "ttl": {
      "type": "integer",
      "description": "TTL in seconds (1 = automatic, 60-86400 for manual)"
    },
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Record name — subdomain or \"@\" for root (e.g. \"www\", \"api\", \"@\")"
    },
    "type": {
      "enum": [
        "A",
        "AAAA",
        "CNAME",
        "MX",
        "TXT",
        "NS",
        "SRV",
        "CAA"
      ],
      "type": "string",
      "description": "DNS record type"
    },
    "content": {
      "type": "string",
      "minLength": 1,
      "description": "Record value — IP address for A/AAAA, hostname for CNAME, text for TXT"
    },
    "proxied": {
      "type": "boolean",
      "description": "Enable Cloudflare CDN proxy (default false). True = orange cloud, hides origin IP"
    },
    "zone_id": {
      "type": "string",
      "minLength": 1,
      "description": "Cloudflare Zone ID"
    },
    "priority": {
      "type": "integer",
      "description": "Priority for MX records (e.g. 10, 20)"
    }
  },
  "additionalProperties": false
}

infra.cloudflare.dns_delete

⚡ ACTION: Delete a DNS record from a Cloudflare zone by record ID. Removes the record immediately (Cloudflare)

destructive

Argument	Type	Description
zone_id*	string	Cloudflare Zone ID
record_id*	string	DNS record ID to delete (from dns_list results)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "zone_id",
    "record_id"
  ],
  "properties": {
    "zone_id": {
      "type": "string",
      "minLength": 1,
      "description": "Cloudflare Zone ID"
    },
    "record_id": {
      "type": "string",
      "minLength": 1,
      "description": "DNS record ID to delete (from dns_list results)"
    }
  },
  "additionalProperties": false
}

infra.cloudflare.dns_list

List all DNS records for a Cloudflare zone — A, AAAA, CNAME, MX, TXT, NS records with name, content, TTL, proxy status. Filter by type or name (Cloudflare)

read-only

Argument	Type	Description
name	string	Filter by record name (e.g. "www.example.com")
type	string	Filter by record type
limit	integer	Results per page (default 50, max 100)
zone_id*	string	Cloudflare Zone ID (from zones_list results)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "zone_id"
  ],
  "properties": {
    "name": {
      "type": "string",
      "description": "Filter by record name (e.g. \"www.example.com\")"
    },
    "type": {
      "enum": [
        "A",
        "AAAA",
        "CNAME",
        "MX",
        "TXT",
        "NS",
        "SRV",
        "CAA"
      ],
      "type": "string",
      "description": "Filter by record type"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Results per page (default 50, max 100)"
    },
    "zone_id": {
      "type": "string",
      "minLength": 1,
      "description": "Cloudflare Zone ID (from zones_list results)"
    }
  },
  "additionalProperties": false
}

infra.cloudflare.purge_cache

⚡ ACTION: Purge Cloudflare CDN cache — all cached files or specific URLs (max 30). Forces CDN to fetch fresh content from origin server (Cloudflare)

destructive

Argument	Type	Description
files	array	Specific URLs to purge (max 30)
zone_id*	string	Cloudflare Zone ID
purge_everything	boolean	Purge all cached files (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "zone_id"
  ],
  "properties": {
    "files": {
      "type": "array",
      "items": {
        "type": "string",
        "format": "uri"
      },
      "description": "Specific URLs to purge (max 30)"
    },
    "zone_id": {
      "type": "string",
      "minLength": 1,
      "description": "Cloudflare Zone ID"
    },
    "purge_everything": {
      "type": "boolean",
      "description": "Purge all cached files (default false)"
    }
  },
  "additionalProperties": false
}

infra.cloudflare.zone_analytics

Traffic analytics for a Cloudflare zone — total requests, cached vs uncached, bandwidth, threats blocked, page views. Supports custom time ranges (last 24h, 7 days, etc.) (Cloudflare)

read-only

Argument	Type	Description
since	integer	Minutes ago to start from (e.g. -1440 for last 24h, -10080 for last 7 days)
zone_id*	string	Cloudflare Zone ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "zone_id"
  ],
  "properties": {
    "since": {
      "type": "integer",
      "description": "Minutes ago to start from (e.g. -1440 for last 24h, -10080 for last 7 days)"
    },
    "zone_id": {
      "type": "string",
      "minLength": 1,
      "description": "Cloudflare Zone ID"
    }
  },
  "additionalProperties": false
}

infra.cloudflare.zones_list

List all domains (zones) managed in Cloudflare — zone ID, domain name, status (active/pending), plan, nameservers. Filter by domain name or status. Zone ID needed for all other Cloudflare tools (Cloudflare)

read-only

Argument	Type	Description
name	string	Filter by domain name (e.g. "example.com")
limit	integer	Results per page (default 20, max 50)
status	string	Filter by zone status

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "description": "Filter by domain name (e.g. \"example.com\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 20, max 50)"
    },
    "status": {
      "enum": [
        "active",
        "pending",
        "initializing",
        "moved",
        "deleted"
      ],
      "type": "string",
      "description": "Filter by zone status"
    }
  },
  "additionalProperties": false
}

insee.company.by_siren

Retrieve the official record of a French legal unit (company, association, sole trader) from the INSEE Sirene national registry using its 9-digit SIREN identifier. Returns the current company name, acronym, administrative status (active/ceased), NAF/APE activity code, legal category code, creation date, company-size band (TPE/PME/ETI/GE), and head-office NIC. The Sirene database covers all ~30M French legal units registered since 1973, updated daily. Use insee.establishment.by_siret for physical address and site-level details, or insee.company.search to find companies by name or activity code.

read-only

Argument	Type	Description
siren*	string	SIREN company identifier — exactly 9 digits (e.g. 552081317 for EDF). Spaces are stripped automatically.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "siren"
  ],
  "properties": {
    "siren": {
      "type": "string",
      "pattern": "^\\d{9}$",
      "description": "SIREN company identifier — exactly 9 digits (e.g. 552081317 for EDF). Spaces are stripped automatically."
    }
  },
  "additionalProperties": false
}

insee.company.search

Search French legal units (companies, associations, sole traders) in the INSEE Sirene national registry using a Lucene-style filter query. Supports filtering by company name (denominationUniteLegale), NAF activity code (activitePrincipaleUniteLegale, e.g. "62.01Z" for software publishing), administrative status (etatAdministratifUniteLegale: A=active, C=ceased), and legal category code (categorieJuridiqueUniteLegale, e.g. 5710 for SA). Combine clauses with AND / OR operators. Returns SIREN, name, acronym, status, NAF code, legal category, and creation date for each matching company. Use insee.company.by_siren to retrieve full details for a specific SIREN number.

read-only

Argument	Type	Description
q*	string	Lucene-style filter expression on legal-unit fields. Examples: "denominationUniteLegale:AIRBUS" searches by company name; "activitePrincipaleUniteLegale:62.01Z" searches by NAF activity code; "etatAdministratifUniteLegale:A" returns only active companies (A=active, C=ceased); "categorieJuridiqueUniteLegale:5710" searches by legal category code. Combine with AND / OR operators.
max	integer	Maximum number of results to return (1–20, default 10).
offset	integer	Zero-based starting offset for pagination (default 0).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "description": "Lucene-style filter expression on legal-unit fields. Examples: \"denominationUniteLegale:AIRBUS\" searches by company name; \"activitePrincipaleUniteLegale:62.01Z\" searches by NAF activity code; \"etatAdministratifUniteLegale:A\" returns only active companies (A=active, C=ceased); \"categorieJuridiqueUniteLegale:5710\" searches by legal category code. Combine with AND / OR operators."
    },
    "max": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum number of results to return (1–20, default 10)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based starting offset for pagination (default 0)."
    }
  },
  "additionalProperties": false
}

insee.establishment.by_siret

Retrieve the official record of a French establishment (physical site/branch) from the INSEE Sirene registry using its 14-digit SIRET number (SIREN + NIC). Returns the establishment status (active/closed), NAF activity code, creation date, full postal address (street, postal code, city), head-office flag, and the parent company (legal unit) record. The Sirene database covers ~40M French establishments; address data is geocoded by INSEE. Use insee.company.by_siren to look up only the parent company, or insee.establishment.search to find establishments by postal code or city.

read-only

Argument	Type	Description
siret*	string	SIRET establishment identifier — exactly 14 digits (SIREN + NIC, e.g. 55208131766522). Spaces are stripped automatically.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "siret"
  ],
  "properties": {
    "siret": {
      "type": "string",
      "pattern": "^\\d{14}$",
      "description": "SIRET establishment identifier — exactly 14 digits (SIREN + NIC, e.g. 55208131766522). Spaces are stripped automatically."
    }
  },
  "additionalProperties": false
}

insee.establishment.search

Search French establishments (physical sites, branches, stores) in the INSEE Sirene registry using a Lucene-style filter query. Supports filtering by postal code (codePostalEtablissement, e.g. "75008"), city name (libelleCommuneEtablissement, e.g. "PARIS"), NAF activity code (activitePrincipaleEtablissement, e.g. "47.11B" for supermarkets), status (etatAdministratifEtablissement: A=active, F=closed), and parent company name (denominationUniteLegale). Combine clauses with AND / OR operators. Returns SIRET, address, status, NAF code, head-office flag, and parent company summary for each matching establishment. Use insee.establishment.by_siret to retrieve full details for a specific SIRET.

read-only

Argument	Type	Description
q*	string	Lucene-style filter expression on establishment fields. Examples: "codePostalEtablissement:75008" searches by French postal code; "libelleCommuneEtablissement:PARIS" searches by city name; "activitePrincipaleEtablissement:47.11B" searches by NAF activity code; "etatAdministratifEtablissement:A" returns only active establishments (A=active, F=closed); "denominationUniteLegale:CARREFOUR" filters by parent company name. Combine with AND / OR operators.
max	integer	Maximum number of results to return (1–20, default 10).
offset	integer	Zero-based starting offset for pagination (default 0).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "description": "Lucene-style filter expression on establishment fields. Examples: \"codePostalEtablissement:75008\" searches by French postal code; \"libelleCommuneEtablissement:PARIS\" searches by city name; \"activitePrincipaleEtablissement:47.11B\" searches by NAF activity code; \"etatAdministratifEtablissement:A\" returns only active establishments (A=active, F=closed); \"denominationUniteLegale:CARREFOUR\" filters by parent company name. Combine with AND / OR operators."
    },
    "max": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Maximum number of results to return (1–20, default 10)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based starting offset for pagination (default 0)."
    }
  },
  "additionalProperties": false
}

ip.intelligence.bulk

Look up multiple IP addresses in one call (max 100) — country, city, VPN/Tor/proxy flags, ASN, and organization for each IP (ipapi.is)

read-only

Argument	Type	Description
ips*	array	Array of IPv4/IPv6 addresses to look up in bulk (max 100 per request)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ips"
  ],
  "properties": {
    "ips": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 100,
      "minItems": 1,
      "description": "Array of IPv4/IPv6 addresses to look up in bulk (max 100 per request)"
    }
  },
  "additionalProperties": false
}

ip.intelligence.lookup

Look up any IP address — geolocation (country, city, coordinates), 9 security flags (VPN, Tor, proxy, datacenter, abuser, crawler, bogon, mobile, satellite), ASN, company info, abuse contacts (ipapi.is)

read-only

Argument	Type	Description
ip*	string	IPv4 or IPv6 address to look up (e.g. "8.8.8.8", "2001:4860:4860::8888")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ip"
  ],
  "properties": {
    "ip": {
      "type": "string",
      "description": "IPv4 or IPv6 address to look up (e.g. \"8.8.8.8\", \"2001:4860:4860::8888\")"
    }
  },
  "additionalProperties": false
}

irail.reference.stations

List all 700+ SNCB/NMBS Belgian railway stations with coordinates, or filter by name. Returns station ID, display name, standard name (Dutch/French), latitude, and longitude. Use station names from this list as input for liveboard and connections tools. No auth required. Data: iRail open data, Belgium national rail (SNCB/NMBS).

read-only

Argument	Type	Description
lang	string	Language for station names. One of: en, nl, fr, de. Default: en.
query	string	Optional search string to filter stations by name (e.g. "Gent", "Brussel"). Omit to return all 700+ Belgian stations.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lang": {
      "enum": [
        "en",
        "nl",
        "fr",
        "de"
      ],
      "type": "string",
      "description": "Language for station names. One of: en, nl, fr, de. Default: en."
    },
    "query": {
      "type": "string",
      "description": "Optional search string to filter stations by name (e.g. \"Gent\", \"Brussel\"). Omit to return all 700+ Belgian stations."
    }
  },
  "additionalProperties": false
}

irail.transit.connections

Find train connections between two Belgian railway stations — returns up to 10 journeys with departure/arrival times, total duration, delays, transfer stations (vias), train numbers, platform numbers, and cancellation flags. Supports departure or arrival time selection. No auth required. Data: iRail real-time SNCB/NMBS Belgium train data.

read-only

Argument	Type	Description
to*	string	Arrival station name (e.g. "Antwerpen-Centraal", "Brugge"). Must match Belgian spelling.
date	string	Date in DDMMYY format (e.g. "290626" for 29 June 2026). Defaults to today.
from*	string	Departure station name (e.g. "Brussel-Zuid", "Gent-Sint-Pieters"). Must match Belgian spelling.
lang	string	Language for station and direction names. Default: en.
time	string	Time in HHMM format (e.g. "1430" for 14:30). Defaults to current time.
results	integer	Number of connections to return (1–10). Default: 6.
timesel	string	Whether the provided time is the desired departure time or arrival time. Default: depart.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "from",
    "to"
  ],
  "properties": {
    "to": {
      "type": "string",
      "minLength": 2,
      "description": "Arrival station name (e.g. \"Antwerpen-Centraal\", \"Brugge\"). Must match Belgian spelling."
    },
    "date": {
      "type": "string",
      "pattern": "^\\d{6}$",
      "description": "Date in DDMMYY format (e.g. \"290626\" for 29 June 2026). Defaults to today."
    },
    "from": {
      "type": "string",
      "minLength": 2,
      "description": "Departure station name (e.g. \"Brussel-Zuid\", \"Gent-Sint-Pieters\"). Must match Belgian spelling."
    },
    "lang": {
      "enum": [
        "en",
        "nl",
        "fr",
        "de"
      ],
      "type": "string",
      "description": "Language for station and direction names. Default: en."
    },
    "time": {
      "type": "string",
      "pattern": "^\\d{4}$",
      "description": "Time in HHMM format (e.g. \"1430\" for 14:30). Defaults to current time."
    },
    "results": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Number of connections to return (1–10). Default: 6."
    },
    "timesel": {
      "enum": [
        "depart",
        "arrive"
      ],
      "type": "string",
      "description": "Whether the provided time is the desired departure time or arrival time. Default: depart."
    }
  },
  "additionalProperties": false
}

irail.transit.disturbances

Retrieve current service disruptions and alerts on the Belgian rail network — returns disturbance title, description (cause, affected lines, recovery status), type (disturbance or planned maintenance), timestamp, and a link for more information. Typically 0–50 active disturbances. No auth required. Data: iRail real-time SNCB/NMBS Belgium alerts.

read-only

Argument	Type	Description
lang	string	Language for disturbance titles and descriptions. Default: en.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lang": {
      "enum": [
        "en",
        "nl",
        "fr",
        "de"
      ],
      "type": "string",
      "description": "Language for disturbance titles and descriptions. Default: en."
    }
  },
  "additionalProperties": false
}

irail.transit.liveboard

Get real-time departures or arrivals for a Belgian railway station — returns train number, destination/origin, scheduled time, delay in minutes, platform, cancellation status, and passenger occupancy level. Defaults to departures from current time. No auth required. Data: iRail real-time SNCB/NMBS Belgium train data.

read-only

Argument	Type	Description
date	string	Date in DDMMYY format (e.g. "290626" for 29 June 2026). Defaults to today.
lang	string	Language for station and direction names. Default: en.
time	string	Time in HHMM format (e.g. "0930" for 09:30). Defaults to current time.
arrdep	string	Show arrivals or departures at the station. Default: departure.
results	integer	Maximum number of trains to return. Default: 20, max: 50.
station*	string	Station name (e.g. "Gent-Sint-Pieters", "Brussel-Zuid", "Antwerpen-Centraal"). Must match the Belgian spelling.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station"
  ],
  "properties": {
    "date": {
      "type": "string",
      "pattern": "^\\d{6}$",
      "description": "Date in DDMMYY format (e.g. \"290626\" for 29 June 2026). Defaults to today."
    },
    "lang": {
      "enum": [
        "en",
        "nl",
        "fr",
        "de"
      ],
      "type": "string",
      "description": "Language for station and direction names. Default: en."
    },
    "time": {
      "type": "string",
      "pattern": "^\\d{4}$",
      "description": "Time in HHMM format (e.g. \"0930\" for 09:30). Defaults to current time."
    },
    "arrdep": {
      "enum": [
        "arrival",
        "departure"
      ],
      "type": "string",
      "description": "Show arrivals or departures at the station. Default: departure."
    },
    "results": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of trains to return. Default: 20, max: 50."
    },
    "station": {
      "type": "string",
      "minLength": 2,
      "description": "Station name (e.g. \"Gent-Sint-Pieters\", \"Brussel-Zuid\", \"Antwerpen-Centraal\"). Must match the Belgian spelling."
    }
  },
  "additionalProperties": false
}

irail.transit.vehicle

Get the complete stop schedule for a specific Belgian train — returns all stations the train calls at with scheduled times, actual delays, platform numbers, occupancy levels, and whether the train has already departed each stop. Train IDs are returned by the liveboard and connections tools. No auth required. Data: iRail SNCB/NMBS Belgium.

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Argument	Type	Description
id*	string	Vehicle/train ID in iRail format (e.g. "BE.NMBS.IC1810", "BE.NMBS.S22308"). Obtain from liveboard or connections response.
date	string	Date in DDMMYY format (e.g. "290626" for 29 June 2026). Defaults to today.
lang	string	Language for station names. Default: en.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 3,
      "description": "Vehicle/train ID in iRail format (e.g. \"BE.NMBS.IC1810\", \"BE.NMBS.S22308\"). Obtain from liveboard or connections response."
    },
    "date": {
      "type": "string",
      "pattern": "^\\d{6}$",
      "description": "Date in DDMMYY format (e.g. \"290626\" for 29 June 2026). Defaults to today."
    },
    "lang": {
      "enum": [
        "en",
        "nl",
        "fr",
        "de"
      ],
      "type": "string",
      "description": "Language for station names. Default: en."
    }
  },
  "additionalProperties": false
}

irctc.stations.search

Search Indian Railways stations by name or partial code. Returns station code, full name, state. Use this to discover station codes for irctc.train_search/status.

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Argument	Type	Description
query*	string	Station name fragment or partial station code to search for. Case-insensitive. Examples: "Mumbai" returns CSMT/BCT/LTT/etc., "delhi" returns NDLS/DLI/NZM, "HWH" returns Howrah. Returns up to 20 matches.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Station name fragment or partial station code to search for. Case-insensitive. Examples: \"Mumbai\" returns CSMT/BCT/LTT/etc., \"delhi\" returns NDLS/DLI/NZM, \"HWH\" returns Howrah. Returns up to 20 matches."
    }
  },
  "additionalProperties": false
}

irctc.trains.search

Search trains running between two Indian railway stations. Returns train number, name, departure/arrival time, distance, class availability (1A/2A/3A/SL/CC/EC), and running days (Mon-Sun).

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Argument	Type	Description
date_of_journey*	string	Journey date in YYYY-MM-DD format. Must be within the next 120 days from today. Example: 2026-05-15.
to_station_code*	string	Destination station code (3-5 uppercase letters, same format as from_station_code). Use irctc.station_search to discover codes by name.
from_station_code*	string	Origin station code (3-5 uppercase letters). Examples: NDLS (New Delhi), CSMT (Mumbai CST), HWH (Howrah Kolkata), MAS (Chennai Central), SBC (Bengaluru).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "from_station_code",
    "to_station_code",
    "date_of_journey"
  ],
  "properties": {
    "date_of_journey": {
      "type": "string",
      "description": "Journey date in YYYY-MM-DD format. Must be within the next 120 days from today. Example: 2026-05-15."
    },
    "to_station_code": {
      "type": "string",
      "description": "Destination station code (3-5 uppercase letters, same format as from_station_code). Use irctc.station_search to discover codes by name."
    },
    "from_station_code": {
      "type": "string",
      "description": "Origin station code (3-5 uppercase letters). Examples: NDLS (New Delhi), CSMT (Mumbai CST), HWH (Howrah Kolkata), MAS (Chennai Central), SBC (Bengaluru)."
    }
  },
  "additionalProperties": false
}

irctc.trains.status

Get live running status of an Indian train for today or a specific date — current station, expected arrival/departure, delay in minutes, distance covered, full station-by-station schedule.

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Argument	Type	Description
start_day	integer	Day offset for the train journey start relative to today (0=today, 1=yesterday, 2=two days ago, up to 4). Use non-zero for multi-day trains that departed before today.
train_number*	string	5-digit Indian Railways train number. Examples: '12951' (Mumbai Rajdhani Express), '12303' (Poorva Express), '22691' (Rajdhani Express Bangalore).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "train_number"
  ],
  "properties": {
    "start_day": {
      "type": "integer",
      "default": 0,
      "maximum": 4,
      "minimum": 0,
      "description": "Day offset for the train journey start relative to today (0=today, 1=yesterday, 2=two days ago, up to 4). Use non-zero for multi-day trains that departed before today."
    },
    "train_number": {
      "type": "string",
      "description": "5-digit Indian Railways train number. Examples: '12951' (Mumbai Rajdhani Express), '12303' (Poorva Express), '22691' (Rajdhani Express Bangalore)."
    }
  },
  "additionalProperties": false
}

irena.energy.capacity_country

Query renewable and non-renewable electricity installed capacity (MW) for any country from the IRENA IRENASTAT database. Covers 226 countries and territories, 26 energy technologies (Total renewable energy, Solar photovoltaic, Wind, Hydropower, Bioenergy, Geothermal, etc.), on-grid and off-grid, from 2000 to 2025. Returns a time-series of MW values per year. Official IRENA data — the authoritative global source for renewable energy statistics used by the IPCC, IEA, and UN agencies.

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Argument	Type	Description
country*	string	ISO 3166-1 alpha-3 country code (e.g. USA, DEU, CHN, IND, BRA). Must be exactly 3 letters.
year_to	integer	End year (inclusive, 2000–2025, must be ≥ year_from). Default: 2025.
year_from	integer	Start year (inclusive, 2000–2025). Default: 2020.
technology	string	Energy technology to query. Default: "Total renewable energy". Renewable options: Total renewable energy, Solar energy, Solar photovoltaic, Wind energy, Onshore wind energy, Offshore wind energy, Renewable hydropower, Bioenergy, Geothermal energy.
grid_connection	string	Grid connection type. Default: "OnGrid".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code (e.g. USA, DEU, CHN, IND, BRA). Must be exactly 3 letters."
    },
    "year_to": {
      "type": "integer",
      "maximum": 2025,
      "minimum": 2000,
      "description": "End year (inclusive, 2000–2025, must be ≥ year_from). Default: 2025."
    },
    "year_from": {
      "type": "integer",
      "maximum": 2025,
      "minimum": 2000,
      "description": "Start year (inclusive, 2000–2025). Default: 2020."
    },
    "technology": {
      "enum": [
        "Total renewable energy",
        "Solar energy",
        "Solar photovoltaic",
        "Solar thermal energy",
        "Wind energy",
        "Onshore wind energy",
        "Offshore wind energy",
        "Renewable hydropower",
        "Mixed hydropower",
        "Marine energy",
        "Bioenergy",
        "Solid biofuels",
        "Liquid biofuels",
        "Gas biofuels",
        "Renewable waste",
        "Geothermal energy",
        "Total non-renewable energy",
        "Fossil fuels",
        "Coal",
        "Oil",
        "Natural gas",
        "Nuclear energy",
        "Non-renewable waste",
        "Pumped hydro"
      ],
      "type": "string",
      "description": "Energy technology to query. Default: \"Total renewable energy\". Renewable options: Total renewable energy, Solar energy, Solar photovoltaic, Wind energy, Onshore wind energy, Offshore wind energy, Renewable hydropower, Bioenergy, Geothermal energy."
    },
    "grid_connection": {
      "enum": [
        "OnGrid",
        "OffGrid"
      ],
      "type": "string",
      "description": "Grid connection type. Default: \"OnGrid\"."
    }
  },
  "additionalProperties": false
}

irena.energy.capacity_region

Query renewable and non-renewable electricity installed capacity (MW) aggregated by IRENA world region from the IRENASTAT database. Regions: World, Africa, Asia, Europe, North America, South America, Middle East, Eurasia, Oceania, Central America and the Caribbean. Covers 13 technology categories from 2000 to 2025. Useful for comparing regional energy transition progress, identifying leading regions in solar/wind deployment, and tracking global renewable capacity milestones.

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Argument	Type	Description
region*	string	IRENA world region. One of: World, Africa, Asia, Central America and the Caribbean, Eurasia, Europe, Middle East, North America, Oceania, South America.
year_to	integer	End year (inclusive, 2000–2025, must be ≥ year_from). Default: 2025.
year_from	integer	Start year (inclusive, 2000–2025). Default: 2020.
technology	string	Energy technology to query. Default: "Total renewable energy". Options: Total renewable energy, Solar energy, Wind energy, Renewable hydropower, Pumped hydro, Marine energy, Bioenergy, Geothermal energy, Total non-renewable energy, Fossil fuels, Nuclear energy, Other non-renewable energy.
grid_connection	string	Grid connection type. Default: "OnGrid".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "region"
  ],
  "properties": {
    "region": {
      "enum": [
        "World",
        "Africa",
        "Asia",
        "Central America and the Caribbean",
        "Eurasia",
        "Europe",
        "Middle East",
        "North America",
        "Oceania",
        "South America"
      ],
      "type": "string",
      "description": "IRENA world region. One of: World, Africa, Asia, Central America and the Caribbean, Eurasia, Europe, Middle East, North America, Oceania, South America."
    },
    "year_to": {
      "type": "integer",
      "maximum": 2025,
      "minimum": 2000,
      "description": "End year (inclusive, 2000–2025, must be ≥ year_from). Default: 2025."
    },
    "year_from": {
      "type": "integer",
      "maximum": 2025,
      "minimum": 2000,
      "description": "Start year (inclusive, 2000–2025). Default: 2020."
    },
    "technology": {
      "enum": [
        "Total renewable energy",
        "Solar energy",
        "Wind energy",
        "Renewable hydropower",
        "Pumped hydro",
        "Marine energy",
        "Bioenergy",
        "Geothermal energy",
        "Total non-renewable energy",
        "Fossil fuels",
        "Nuclear energy",
        "Other non-renewable energy"
      ],
      "type": "string",
      "description": "Energy technology to query. Default: \"Total renewable energy\". Options: Total renewable energy, Solar energy, Wind energy, Renewable hydropower, Pumped hydro, Marine energy, Bioenergy, Geothermal energy, Total non-renewable energy, Fossil fuels, Nuclear energy, Other non-renewable energy."
    },
    "grid_connection": {
      "enum": [
        "OnGrid",
        "OffGrid"
      ],
      "type": "string",
      "description": "Grid connection type. Default: \"OnGrid\"."
    }
  },
  "additionalProperties": false
}

irena.energy.generation_country

Query electricity generation (GWh) by energy technology for any country from the IRENA IRENASTAT database. Covers 226 countries and territories, 21 technologies including Total renewable, Solar PV, Onshore and Offshore wind, Renewable hydropower, Bioenergy subcategories, Geothermal, Marine energy, and Total non-renewable. On-grid, off-grid, or combined. Annual data from 2000 to 2024. Essential for energy transition analysis, NDC tracking, and climate policy research.

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Argument	Type	Description
country*	string	ISO 3166-1 alpha-3 country code (e.g. USA, DEU, CHN, IND, BRA). Must be exactly 3 letters.
year_to	integer	End year (inclusive, 2000–2024, must be ≥ year_from). Default: 2024.
year_from	integer	Start year (inclusive, 2000–2024). Default: 2020.
technology	string	Energy technology to query. Default: "Total renewable". Options: Total renewable, Solar photovoltaic, Onshore wind energy, Offshore wind energy, Renewable hydropower, Bioenergy subcategories, Geothermal energy, Total non-renewable, etc.
grid_connection	string	Grid connection type. Default: "OnGrid".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code (e.g. USA, DEU, CHN, IND, BRA). Must be exactly 3 letters."
    },
    "year_to": {
      "type": "integer",
      "maximum": 2024,
      "minimum": 2000,
      "description": "End year (inclusive, 2000–2024, must be ≥ year_from). Default: 2024."
    },
    "year_from": {
      "type": "integer",
      "maximum": 2024,
      "minimum": 2000,
      "description": "Start year (inclusive, 2000–2024). Default: 2020."
    },
    "technology": {
      "enum": [
        "Total renewable",
        "Solar photovoltaic",
        "Solar thermal energy",
        "Onshore wind energy",
        "Offshore wind energy",
        "Renewable hydropower",
        "Mixed Hydro Plants",
        "Marine energy",
        "Solid biofuels",
        "Liquid biofuels",
        "Biogas",
        "Renewable municipal waste",
        "Geothermal energy",
        "Total non-renewable",
        "Coal and peat",
        "Oil",
        "Natural gas",
        "Nuclear",
        "Pumped storage"
      ],
      "type": "string",
      "description": "Energy technology to query. Default: \"Total renewable\". Options: Total renewable, Solar photovoltaic, Onshore wind energy, Offshore wind energy, Renewable hydropower, Bioenergy subcategories, Geothermal energy, Total non-renewable, etc."
    },
    "grid_connection": {
      "enum": [
        "OnGrid",
        "OffGrid",
        "All"
      ],
      "type": "string",
      "description": "Grid connection type. Default: \"OnGrid\"."
    }
  },
  "additionalProperties": false
}

irena.energy.share_renewables

Query the share (%) of renewable energy in total electricity capacity or generation for any country or IRENA world region from the IRENASTAT database. Covers 233 countries/regions from 2000 to 2025. Choose indicator "generation" for the share of electricity actually produced from renewables, or "capacity" for the share of installed power plant capacity that is renewable. Key metric for energy transition tracking, SDG 7 (affordable clean energy) monitoring, and comparison against national climate targets (NDCs, net-zero commitments).

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Argument	Type	Description
year_to	integer	End year (inclusive, 2000–2025, must be ≥ year_from). Default: 2025.
indicator	string	Whether to return RE share of electricity generation or capacity. Default: "generation".
year_from	integer	Start year (inclusive, 2000–2025). Default: 2020.
country_or_region*	string	ISO 3166-1 alpha-3 country code (e.g. USA, DEU, CHN) OR IRENA region name (e.g. World, Europe, Asia, Africa, North America, South America, Middle East, Eurasia, Oceania, Central America and the Caribbean). Default: "World".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_or_region"
  ],
  "properties": {
    "year_to": {
      "type": "integer",
      "maximum": 2025,
      "minimum": 2000,
      "description": "End year (inclusive, 2000–2025, must be ≥ year_from). Default: 2025."
    },
    "indicator": {
      "enum": [
        "generation",
        "capacity"
      ],
      "type": "string",
      "description": "Whether to return RE share of electricity generation or capacity. Default: \"generation\"."
    },
    "year_from": {
      "type": "integer",
      "maximum": 2025,
      "minimum": 2000,
      "description": "Start year (inclusive, 2000–2025). Default: 2020."
    },
    "country_or_region": {
      "type": "string",
      "description": "ISO 3166-1 alpha-3 country code (e.g. USA, DEU, CHN) OR IRENA region name (e.g. World, Europe, Asia, Africa, North America, South America, Middle East, Eurasia, Oceania, Central America and the Caribbean). Default: \"World\"."
    }
  },
  "additionalProperties": false
}

iss.space.position

Get the real-time position of the International Space Station — latitude, longitude, altitude (km), velocity (km/h), and daylight/eclipse visibility. ISS orbits at 28,000 km/h, completes one orbit every 90 minutes. Updates every ~60 seconds.

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Argument	Type	Description
units	string	Distance units: kilometers (default) or miles

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "units": {
      "enum": [
        "kilometers",
        "miles"
      ],
      "type": "string",
      "description": "Distance units: kilometers (default) or miles"
    }
  },
  "additionalProperties": false
}

iss.space.tle

Get the Two-Line Element set (TLE) for the International Space Station — NORAD catalog #25544. Contains orbital parameters for trajectory prediction and satellite tracking calculations.

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Argument	Type	Description
format	string	Response format: json (default) or text (raw TLE two-line element)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "format": {
      "enum": [
        "json",
        "text"
      ],
      "type": "string",
      "description": "Response format: json (default) or text (raw TLE two-line element)"
    }
  },
  "additionalProperties": false
}

jma-bosai.reference.areas

Get the complete list of Japan Meteorological Agency (JMA) forecast area codes with Japanese and English names. Returns all 58 JMA offices/regions with 6-digit codes needed by jma-bosai.weather.forecast, jma-bosai.weather.overview, and jma-bosai.weather.warnings. Filter by English name keyword (e.g. "tokyo", "osaka") to find the right code. Example codes: 130000=Tokyo, 270000=Osaka, 230000=Aichi (Nagoya), 400000=Fukuoka. Data: JMA area constants — Japanese Government open data, no auth required.

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Argument	Type	Description
name_filter	string	Optional English keyword to filter offices by name (case-insensitive). E.g. "tokyo", "osaka". Leave empty to return all 58 offices.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name_filter": {
      "type": "string",
      "description": "Optional English keyword to filter offices by name (case-insensitive). E.g. \"tokyo\", \"osaka\". Leave empty to return all 58 offices."
    }
  },
  "additionalProperties": false
}

jma-bosai.seismic.recent

Get the most recent earthquakes reported by the Japan Meteorological Agency (JMA). Returns epicenter name (English and Japanese), magnitude, JMA seismic intensity (Shindo scale 1–7), coordinates, depth (km), and occurrence time in ISO 8601. Filter by minimum magnitude to focus on significant events. JMA Shindo scale: 1=barely felt, 4=hanging objects swing strongly, 5+=damage possible, 7=catastrophic. Complements p2pquake.seismic.recent (community network) with the official government feed. Data: JMA official seismic data — Japanese Government open data, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of earthquakes to return (1–100). Defaults to 20.
min_magnitude	number	Filter — return only earthquakes with magnitude ≥ this value (e.g. 3.0).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of earthquakes to return (1–100). Defaults to 20."
    },
    "min_magnitude": {
      "type": "number",
      "maximum": 9.9,
      "minimum": 0,
      "description": "Filter — return only earthquakes with magnitude ≥ this value (e.g. 3.0)."
    }
  },
  "additionalProperties": false
}

jma-bosai.weather.forecast

Get the official 3-day weather forecast from the Japan Meteorological Agency (JMA) for a specified area code (prefecture/region). Returns weather descriptions, wind conditions, wave heights, precipitation probability (%), and temperature (°C) per time period. Pass a 6-digit JMA area code (e.g. 130000 for Tokyo, 270000 for Osaka). Use jma-bosai.reference.areas to look up valid area codes. Data: JMA official forecast — Japanese Government open data, no auth required.

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Argument	Type	Description
area_code	string	JMA 6-digit area (office) code. Use jma-bosai.reference.areas to look up valid codes. Common codes: 130000 (Tokyo), 270000 (Osaka), 230000 (Aichi/Nagoya), 400000 (Fukuoka).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "area_code": {
      "type": "string",
      "default": "130000",
      "pattern": "^\\d{6}$",
      "description": "JMA 6-digit area (office) code. Use jma-bosai.reference.areas to look up valid codes. Common codes: 130000 (Tokyo), 270000 (Osaka), 230000 (Aichi/Nagoya), 400000 (Fukuoka)."
    }
  },
  "additionalProperties": false
}

jma-bosai.weather.overview

Get the official meteorological overview text from the Japan Meteorological Agency (JMA) for a specified area. Returns a headline and a full narrative weather summary in Japanese (the official JMA text as issued). Useful for understanding the weather situation context beyond just codes and temperatures. Pass a 6-digit JMA area code (e.g. 130000 for Tokyo, 270000 for Osaka). Data: JMA official overview — Japanese Government open data, no auth required.

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Argument	Type	Description
area_code	string	JMA 6-digit area (office) code. Use jma-bosai.reference.areas to look up valid codes. Common codes: 130000 (Tokyo), 270000 (Osaka), 230000 (Aichi/Nagoya), 400000 (Fukuoka).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "area_code": {
      "type": "string",
      "default": "130000",
      "pattern": "^\\d{6}$",
      "description": "JMA 6-digit area (office) code. Use jma-bosai.reference.areas to look up valid codes. Common codes: 130000 (Tokyo), 270000 (Osaka), 230000 (Aichi/Nagoya), 400000 (Fukuoka)."
    }
  },
  "additionalProperties": false
}

jma-bosai.weather.warnings

Get all currently active weather warnings and advisories issued by the Japan Meteorological Agency (JMA) for a specified area. Returns warning codes, statuses (issued / continuing / lifted), and a headline summary. Warning code meanings: 02=Wind, 03=Wave, 04=Thunderstorm, 05=Heavy Rain, 06=Windstorm, 10=Tsunami, 12=Snow, 14=Avalanche, 15=Flood, 20=High Wave, etc. Pass a 6-digit JMA area code (e.g. 130000 for Tokyo). Data: JMA official warnings — Japanese Government open data, no auth required.

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Argument	Type	Description
area_code	string	JMA 6-digit area (office) code. Use jma-bosai.reference.areas to look up valid codes. Common codes: 130000 (Tokyo), 270000 (Osaka), 230000 (Aichi/Nagoya), 400000 (Fukuoka).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "area_code": {
      "type": "string",
      "default": "130000",
      "pattern": "^\\d{6}$",
      "description": "JMA 6-digit area (office) code. Use jma-bosai.reference.areas to look up valid codes. Common codes: 130000 (Tokyo), 270000 (Osaka), 230000 (Aichi/Nagoya), 400000 (Fukuoka)."
    }
  },
  "additionalProperties": false
}

jobs.adzuna.categories

List all job categories available in a country — IT, Sales, Engineering, HR, Healthcare, Hospitality, and more. Use category tags to filter adzuna.search results (Adzuna)

read-only

Argument	Type	Description
country	string	Country code (default us)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "default": "us",
      "description": "Country code (default us)"
    }
  },
  "additionalProperties": false
}

jobs.adzuna.salary

Get salary distribution for a job title — returns histogram of salary buckets with job counts. Example: "python developer" in US → $20K-$140K distribution. Use for salary benchmarking and market research (Adzuna)

read-only

Argument	Type	Description
what	string	Job title or keywords for salary histogram (e.g. "python developer", "data scientist")
where	string	Location for salary data
country	string	Country code (default us)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "what": {
      "type": "string",
      "description": "Job title or keywords for salary histogram (e.g. \"python developer\", \"data scientist\")"
    },
    "where": {
      "type": "string",
      "description": "Location for salary data"
    },
    "country": {
      "type": "string",
      "default": "us",
      "description": "Country code (default us)"
    }
  },
  "additionalProperties": false
}

jobs.adzuna.search

Search job listings across 16+ countries (US, UK, AU, CA, DE, FR, and more) by keyword, location, category, salary range. Returns job title, company, salary, location, and apply URL. 70K+ developer jobs in US alone (Adzuna)

read-only

Argument	Type	Description
page	integer	Page number
what	string	Job search keywords (e.g. "python developer", "marketing manager", "nurse")
limit	integer	Max results (1-20, default 10)
where	string	Location (e.g. "new york", "london", "berlin")
country	string	Country code: us, gb, au, ca, de, fr, nl, in, br, pl, nz, za, sg, at, ch, it, ru (default us)
category	string	Job category tag (e.g. "it-jobs", "sales-jobs", "engineering-jobs"). Get tags from adzuna.categories
full_time	boolean	Filter full-time jobs only
permanent	boolean	Filter permanent jobs only
salary_max	number	Maximum salary filter
salary_min	number	Minimum salary filter

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "minimum": 1,
      "description": "Page number"
    },
    "what": {
      "type": "string",
      "description": "Job search keywords (e.g. \"python developer\", \"marketing manager\", \"nurse\")"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 20,
      "minimum": 1,
      "description": "Max results (1-20, default 10)"
    },
    "where": {
      "type": "string",
      "description": "Location (e.g. \"new york\", \"london\", \"berlin\")"
    },
    "country": {
      "type": "string",
      "default": "us",
      "description": "Country code: us, gb, au, ca, de, fr, nl, in, br, pl, nz, za, sg, at, ch, it, ru (default us)"
    },
    "category": {
      "type": "string",
      "description": "Job category tag (e.g. \"it-jobs\", \"sales-jobs\", \"engineering-jobs\"). Get tags from adzuna.categories"
    },
    "full_time": {
      "type": "boolean",
      "description": "Filter full-time jobs only"
    },
    "permanent": {
      "type": "boolean",
      "description": "Filter permanent jobs only"
    },
    "salary_max": {
      "type": "number",
      "description": "Maximum salary filter"
    },
    "salary_min": {
      "type": "number",
      "description": "Minimum salary filter"
    }
  },
  "additionalProperties": false
}

jobs.arbeitnow.browse

Browse European job listings — 100 jobs per page sorted by newest. Returns title, company, location, remote flag, tags, job types, direct link. Updated hourly. EU-focused: Germany, Austria, Switzerland, Netherlands, and more. Open public API (Arbeitnow)

read-only

Argument	Type	Description
page	integer	Page number (default 1). Each page returns ~100 EU job listings sorted by newest first. No server-side search — use page to browse

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "minimum": 1,
      "description": "Page number (default 1). Each page returns ~100 EU job listings sorted by newest first. No server-side search — use page to browse"
    }
  },
  "additionalProperties": false
}

jobs.jooble.search

Search aggregated job listings across 70+ countries — filter by keywords, location, radius, salary, company name. Returns title, company, location, salary, source, direct link. 9M+ active listings from thousands of job boards (Jooble)

read-only

Argument	Type	Description
page	integer	Page number (default 1)
limit	integer	Max results per page (1-20, default 10)
radius	string	Search radius in km from location: 0, 4, 8, 16, 26, 40, or 80
salary	number	Minimum salary filter (numeric)
keywords	string	Job search keywords (e.g. "python developer", "marketing manager", "nurse")
location	string	Location (e.g. "New York", "London", "Berlin", "Remote")
company_search	boolean	Set true to search by company name instead of job title

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "minimum": 1,
      "description": "Page number (default 1)"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 20,
      "minimum": 1,
      "description": "Max results per page (1-20, default 10)"
    },
    "radius": {
      "enum": [
        "0",
        "4",
        "8",
        "16",
        "26",
        "40",
        "80"
      ],
      "type": "string",
      "description": "Search radius in km from location: 0, 4, 8, 16, 26, 40, or 80"
    },
    "salary": {
      "type": "number",
      "description": "Minimum salary filter (numeric)"
    },
    "keywords": {
      "type": "string",
      "description": "Job search keywords (e.g. \"python developer\", \"marketing manager\", \"nurse\")"
    },
    "location": {
      "type": "string",
      "description": "Location (e.g. \"New York\", \"London\", \"Berlin\", \"Remote\")"
    },
    "company_search": {
      "type": "boolean",
      "description": "Set true to search by company name instead of job title"
    }
  },
  "additionalProperties": false
}

jobs.reed.details

Get full details of a UK job listing by ID — title, company, full salary info (min/max GBP, annual/hourly/daily), contract type, full/part time, application count, full HTML description, external apply URL. Use job IDs from reed.search results (Reed.co.uk)

read-only

Argument	Type	Description
job_id*	integer	Reed job ID (from search results). Example: 56448344

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "job_id"
  ],
  "properties": {
    "job_id": {
      "type": "integer",
      "description": "Reed job ID (from search results). Example: 56448344"
    }
  },
  "additionalProperties": false
}

jobs.reed.search

Search UK job listings — filter by keywords, location, distance, salary range (GBP), contract type (permanent/contract/temp), full/part time. Returns title, company, salary, applications count, direct link. UK largest job board (Reed.co.uk)

read-only

Argument	Type	Description
skip	integer	Number of results to skip for pagination (must be divisible by limit)
limit	integer	Max results (1-100, default 25)
contract	boolean	Filter contract positions only
distance	integer	Search radius in miles from location (default 10)
keywords	string	Job search keywords (e.g. "python developer", "data scientist", "nurse")
location	string	UK location — city, town, or postcode (e.g. "London", "Manchester", "SW1A 1AA")
full_time	boolean	Filter full-time positions only
part_time	boolean	Filter part-time positions only
permanent	boolean	Filter permanent positions only
salary_max	number	Maximum annual salary in GBP (e.g. 80000)
salary_min	number	Minimum annual salary in GBP (e.g. 30000)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip for pagination (must be divisible by limit)"
    },
    "limit": {
      "type": "integer",
      "default": 25,
      "maximum": 100,
      "minimum": 1,
      "description": "Max results (1-100, default 25)"
    },
    "contract": {
      "type": "boolean",
      "description": "Filter contract positions only"
    },
    "distance": {
      "type": "integer",
      "minimum": 0,
      "description": "Search radius in miles from location (default 10)"
    },
    "keywords": {
      "type": "string",
      "description": "Job search keywords (e.g. \"python developer\", \"data scientist\", \"nurse\")"
    },
    "location": {
      "type": "string",
      "description": "UK location — city, town, or postcode (e.g. \"London\", \"Manchester\", \"SW1A 1AA\")"
    },
    "full_time": {
      "type": "boolean",
      "description": "Filter full-time positions only"
    },
    "part_time": {
      "type": "boolean",
      "description": "Filter part-time positions only"
    },
    "permanent": {
      "type": "boolean",
      "description": "Filter permanent positions only"
    },
    "salary_max": {
      "type": "number",
      "description": "Maximum annual salary in GBP (e.g. 80000)"
    },
    "salary_min": {
      "type": "number",
      "description": "Minimum annual salary in GBP (e.g. 30000)"
    }
  },
  "additionalProperties": false
}

jobs.remotive.search

Search curated remote-only job listings — filter by keywords and category (software-dev, design, marketing, data, devops, etc.). Returns title, company, salary, job type, location requirements, tags. Global remote positions only (Remotive)

read-only

Argument	Type	Description
limit	integer	Max results (1-50, default 20)
search	string	Job search keywords (e.g. "python", "react developer", "product manager")
category	string	Job category slug: software-dev, design, customer-support, writing, marketing, sales, product, business, data, devops, finance, hr, qa, all-others

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1,
      "description": "Max results (1-50, default 20)"
    },
    "search": {
      "type": "string",
      "description": "Job search keywords (e.g. \"python\", \"react developer\", \"product manager\")"
    },
    "category": {
      "type": "string",
      "description": "Job category slug: software-dev, design, customer-support, writing, marketing, sales, product, business, data, devops, finance, hr, qa, all-others"
    }
  },
  "additionalProperties": false
}

jobs.theirstack.companies

Find companies by technology stack — filter by technologies (kubernetes, react, python...), country, minimum active jobs. Returns company name, URL, job count, tech stack. Identify employers using specific technologies (TheirStack)

read-only

Argument	Type	Description
limit	integer	Max results (1-25, default 10)
country	string	ISO 3166-1 alpha-2 country code (e.g. "US", "DE", "IN")
min_jobs	integer	Minimum number of active job postings
technologies	string	Comma-separated tech stack filter (e.g. "kubernetes, docker, aws"). Find companies using these technologies

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Max results (1-25, default 10)"
    },
    "country": {
      "type": "string",
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"DE\", \"IN\")"
    },
    "min_jobs": {
      "type": "integer",
      "minimum": 1,
      "description": "Minimum number of active job postings"
    },
    "technologies": {
      "type": "string",
      "description": "Comma-separated tech stack filter (e.g. \"kubernetes, docker, aws\"). Find companies using these technologies"
    }
  },
  "additionalProperties": false
}

jobs.theirstack.search

Search 181M+ job postings worldwide — filter by keywords, country, remote, tech stack, recency. Returns title, company, location, salary range, post date. Job market intelligence for hiring analysis and talent sourcing (TheirStack)

read-only

Argument	Type	Description
days	integer	Max age in days (1-90). Only jobs posted within this window
limit	integer	Max results (1-25, default 10)
remote	boolean	Filter remote-only jobs
country	string	ISO 3166-1 alpha-2 country code (e.g. "US", "DE", "IN")
keywords	string	Comma-separated job title keywords (e.g. "python developer, backend engineer"). Matches job_title_or filter
technologies	string	Comma-separated tech stack filter (e.g. "kubernetes, python, react"). Matches technologies_or

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 90,
      "minimum": 1,
      "description": "Max age in days (1-90). Only jobs posted within this window"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Max results (1-25, default 10)"
    },
    "remote": {
      "type": "boolean",
      "description": "Filter remote-only jobs"
    },
    "country": {
      "type": "string",
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"DE\", \"IN\")"
    },
    "keywords": {
      "type": "string",
      "description": "Comma-separated job title keywords (e.g. \"python developer, backend engineer\"). Matches job_title_or filter"
    },
    "technologies": {
      "type": "string",
      "description": "Comma-separated tech stack filter (e.g. \"kubernetes, python, react\"). Matches technologies_or"
    }
  },
  "additionalProperties": false
}

jpl.asteroids.approaches

Get upcoming and past asteroid close approaches to Earth — distance, velocity, size, sorted by date or distance (NASA JPL)

read-only

Argument	Type	Description
sort	string	Sort field (default: date)
h_max	number	Maximum absolute magnitude H (smaller H = larger object). Filter for brighter/bigger asteroids
limit	integer	Maximum number of results (default 20, max 100)
date_max	string	Maximum close-approach date in YYYY-MM-DD format (default: +60 days)
date_min	string	Minimum close-approach date in YYYY-MM-DD format (default: now)
dist_max	string	Maximum approach distance in AU (e.g. "0.05" = ~7.5M km). Default: 0.05

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "date",
        "dist",
        "dist-min",
        "h",
        "v-inf",
        "v-rel"
      ],
      "type": "string",
      "description": "Sort field (default: date)"
    },
    "h_max": {
      "type": "number",
      "description": "Maximum absolute magnitude H (smaller H = larger object). Filter for brighter/bigger asteroids"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results (default 20, max 100)"
    },
    "date_max": {
      "type": "string",
      "description": "Maximum close-approach date in YYYY-MM-DD format (default: +60 days)"
    },
    "date_min": {
      "type": "string",
      "description": "Minimum close-approach date in YYYY-MM-DD format (default: now)"
    },
    "dist_max": {
      "type": "string",
      "description": "Maximum approach distance in AU (e.g. \"0.05\" = ~7.5M km). Default: 0.05"
    }
  },
  "additionalProperties": false
}

jpl.asteroids.sentry

Get asteroid impact risk assessments from the Sentry monitoring system — impact probability, Palermo/Torino scale, size estimates (NASA JPL)

read-only

Argument	Type	Description
des	string	Asteroid designation to check specific object (e.g. "99942" for Apophis). Omit for full list
h_max	number	Maximum absolute magnitude H — filter for larger objects
ip_min	number	Minimum impact probability (e.g. 1e-7)
ps_min	number	Minimum Palermo Scale value (e.g. -3). Higher = more concerning

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "des": {
      "type": "string",
      "description": "Asteroid designation to check specific object (e.g. \"99942\" for Apophis). Omit for full list"
    },
    "h_max": {
      "type": "number",
      "description": "Maximum absolute magnitude H — filter for larger objects"
    },
    "ip_min": {
      "type": "number",
      "description": "Minimum impact probability (e.g. 1e-7)"
    },
    "ps_min": {
      "type": "number",
      "description": "Minimum Palermo Scale value (e.g. -3). Higher = more concerning"
    }
  },
  "additionalProperties": false
}

jpl.bodies.lookup

Look up asteroid or comet data by name/designation — orbital elements, physical parameters, discovery info, hazard classification (NASA JPL SBDB)

read-only

Argument	Type	Description
des	string	SPK-ID or designation for exact lookup (e.g. "99942" for Apophis)
sstr	string	Search string — asteroid/comet name or designation (e.g. "Apophis", "2024 YR4", "Halley")
phys_par	boolean	Include physical parameters like diameter, albedo, rotation period (default true)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "des": {
      "type": "string",
      "description": "SPK-ID or designation for exact lookup (e.g. \"99942\" for Apophis)"
    },
    "sstr": {
      "type": "string",
      "description": "Search string — asteroid/comet name or designation (e.g. \"Apophis\", \"2024 YR4\", \"Halley\")"
    },
    "phys_par": {
      "type": "boolean",
      "description": "Include physical parameters like diameter, albedo, rotation period (default true)"
    }
  },
  "additionalProperties": false
}

jpl.events.fireballs

Get reported fireball (bolide) events — atmospheric entry energy, velocity, altitude, geographic coordinates (NASA JPL CNEOS)

read-only

Argument	Type	Description
sort	string	Sort field (default: date descending)
limit	integer	Maximum number of results (default 20, max 100)
date_max	string	Maximum event date in YYYY-MM-DD format
date_min	string	Minimum event date in YYYY-MM-DD format
energy_min	number	Minimum radiated energy in Joules (e.g. 1e10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "date",
        "energy",
        "impact-e",
        "vel",
        "alt"
      ],
      "type": "string",
      "description": "Sort field (default: date descending)"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results (default 20, max 100)"
    },
    "date_max": {
      "type": "string",
      "description": "Maximum event date in YYYY-MM-DD format"
    },
    "date_min": {
      "type": "string",
      "description": "Minimum event date in YYYY-MM-DD format"
    },
    "energy_min": {
      "type": "number",
      "description": "Minimum radiated energy in Joules (e.g. 1e10)"
    }
  },
  "additionalProperties": false
}

knowledge.wikidata.entity

Get structured data for a Wikidata entity by ID (e.g. Q42 = Douglas Adams). Returns labels, descriptions, aliases, and up to 20 property statements. 300+ languages supported. CC-0 (Wikidata)

read-only

Argument	Type	Description
id*	string	Wikidata entity ID (e.g. "Q42" for Douglas Adams, "Q478214" for Tesla Inc). Get IDs from wikidata.search

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "Wikidata entity ID (e.g. \"Q42\" for Douglas Adams, \"Q478214\" for Tesla Inc). Get IDs from wikidata.search"
    }
  },
  "additionalProperties": false
}

knowledge.wikidata.search

Search 100M+ structured entities in Wikidata — people, companies, places, concepts. Returns entity ID, label, description. Use IDs with wikidata.entity for full details. CC-0 public domain (Wikidata)

read-only

Argument	Type	Description
limit	integer	Max results (1-20, default 10)
query*	string	Search query (e.g. "Tesla", "Barack Obama", "JavaScript", "Mount Everest")
language	string	Language code for labels (e.g. "en", "de", "fr", "ja"). Default: en

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 20,
      "minimum": 1,
      "description": "Max results (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "description": "Search query (e.g. \"Tesla\", \"Barack Obama\", \"JavaScript\", \"Mount Everest\")"
    },
    "language": {
      "type": "string",
      "default": "en",
      "description": "Language code for labels (e.g. \"en\", \"de\", \"fr\", \"ja\"). Default: en"
    }
  },
  "additionalProperties": false
}

language.dictionary.define

Get word definition — phonetic pronunciation, part of speech, definitions with examples, synonyms, antonyms, audio URL. Supports 12 languages: en, es, fr, de, it, pt, ru, ar, hi, ja, ko, zh (Free Dictionary API)

read-only

Argument	Type	Description
word*	string	Word to define (e.g. "algorithm", "serendipity", "ubuntu")
language	string	Language code: en, es, fr, de, it, pt, ru, ar, hi, ja, ko, zh (default: en)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "word"
  ],
  "properties": {
    "word": {
      "type": "string",
      "description": "Word to define (e.g. \"algorithm\", \"serendipity\", \"ubuntu\")"
    },
    "language": {
      "type": "string",
      "default": "en",
      "description": "Language code: en, es, fr, de, it, pt, ru, ar, hi, ja, ko, zh (default: en)"
    }
  },
  "additionalProperties": false
}

language.dictionary.words

Find words by meaning, sound, rhyme, or spelling pattern. "happy" → pleased, blissful. "algorithm" rhymes → rhythm, logarithm. Great for writing, creative tasks, word games (Datamuse)

read-only

Argument	Type	Description
limit	integer	Max results (1-25, default 10)
meaning	string	Find words with this meaning (e.g. "happy" → pleased, blissful, content)
rhymes_with	string	Find words that rhyme with this (e.g. "algorithm" → rhythm, logarithm)
sounds_like	string	Find words that sound like this (e.g. "elefant" → elephant)
starts_with	string	Find words starting with these letters (e.g. "algor" → algorithm, algorithmic)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Max results (1-25, default 10)"
    },
    "meaning": {
      "type": "string",
      "description": "Find words with this meaning (e.g. \"happy\" → pleased, blissful, content)"
    },
    "rhymes_with": {
      "type": "string",
      "description": "Find words that rhyme with this (e.g. \"algorithm\" → rhythm, logarithm)"
    },
    "sounds_like": {
      "type": "string",
      "description": "Find words that sound like this (e.g. \"elefant\" → elephant)"
    },
    "starts_with": {
      "type": "string",
      "description": "Find words starting with these letters (e.g. \"algor\" → algorithm, algorithmic)"
    }
  },
  "additionalProperties": false
}

language.tatoeba.languages

List all 429 supported languages on Tatoeba with ISO 639-3 codes and sentence counts. Tatoeba CC-BY 2.0 FR

read-only

Argument	Type	Description
refresh	boolean	Set to true to bypass cache and fetch the latest list of supported languages with sentence counts.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "refresh": {
      "type": "boolean",
      "description": "Set to true to bypass cache and fetch the latest list of supported languages with sentence counts."
    }
  },
  "additionalProperties": false
}

language.tatoeba.search

Search 13M parallel sentences across 429 languages (CC-BY 2.0 FR). Filter by source language, optional translation language, audio availability, and free-text keyword. Sort by relevance/random/created/modified. Tatoeba

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Argument	Type	Description
sort	string	Sort order — "relevance" (default), "words" (length), "created", "modified", or "random".
limit	integer	Max sentences to return (default 10, max 50).
query	string	Optional keyword search inside sentence text.
language	string	ISO 639-3 language code of the source sentence (default "eng"). Use tatoeba.languages to discover codes.
has_audio	boolean	Filter to sentences that have a human audio recording attached.
translation_lang	string	ISO 639-3 code of a target language — only return sentences that have a translation into this language.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "relevance",
        "words",
        "created",
        "modified",
        "random"
      ],
      "type": "string",
      "description": "Sort order — \"relevance\" (default), \"words\" (length), \"created\", \"modified\", or \"random\"."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max sentences to return (default 10, max 50)."
    },
    "query": {
      "type": "string",
      "description": "Optional keyword search inside sentence text."
    },
    "language": {
      "type": "string",
      "description": "ISO 639-3 language code of the source sentence (default \"eng\"). Use tatoeba.languages to discover codes."
    },
    "has_audio": {
      "type": "boolean",
      "description": "Filter to sentences that have a human audio recording attached."
    },
    "translation_lang": {
      "type": "string",
      "description": "ISO 639-3 code of a target language — only return sentences that have a translation into this language."
    }
  },
  "additionalProperties": false
}

language.tatoeba.sentence

Get a single Tatoeba sentence by ID with all translations and audio recordings. Useful for language-learning agents. Tatoeba CC-BY 2.0 FR

read-only

Argument	Type	Description
sentence_id*	integer	Tatoeba sentence ID. Returns the sentence with all translations and audio recordings.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "sentence_id"
  ],
  "properties": {
    "sentence_id": {
      "type": "integer",
      "minimum": 1,
      "description": "Tatoeba sentence ID. Returns the sentence with all translations and audio recordings."
    }
  },
  "additionalProperties": false
}

latvia-statistics.reference.catalog

Browse the Central Statistical Bureau of Latvia's statistics database tree by path. Top-level categories: POP (population), EMP (labour market), VES (social security and health), IZG (education, culture and science), VEK (economy), TIR (trade and services), ENT (business), IKT (information technologies), ENV (environment), FIN (indicators of well-being and equality). Returns child nodes (subcategories, type=l) or table descriptors at leaf nodes (type=t). Use empty path '' to get top-level categories. Navigate hierarchically until type=t nodes appear, then use latvia-statistics.table_metadata. Data: data.stat.gov.lv (PXWeb API), no auth required.

read-only

Argument	Type	Description
path	string	Hierarchical path through the Latvia statistics taxonomy. Empty '' gets top-level categories. Examples: 'POP' (population), 'EMP' (labour market), 'VES' (social security and health), 'IZG' (education, culture and science), 'VEK' (economy), 'TIR' (trade and services), 'ENT' (business), 'IKT' (information technologies), 'ENV' (environment), 'FIN' (indicators of well-being and equality). Use latvia-statistics.catalog recursively to navigate until type=t (table leaf) nodes appear.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "path": {
      "type": "string",
      "default": "",
      "description": "Hierarchical path through the Latvia statistics taxonomy. Empty '' gets top-level categories. Examples: 'POP' (population), 'EMP' (labour market), 'VES' (social security and health), 'IZG' (education, culture and science), 'VEK' (economy), 'TIR' (trade and services), 'ENT' (business), 'IKT' (information technologies), 'ENV' (environment), 'FIN' (indicators of well-being and equality). Use latvia-statistics.catalog recursively to navigate until type=t (table leaf) nodes appear."
    }
  },
  "additionalProperties": false
}

latvia-statistics.reference.table_metadata

Get metadata for a specific Latvia statistics table — title, dimensions (e.g. INDICATOR, TIME, ContentsCode), valid value codes for each dimension, and latest update timestamp. Use this BEFORE latvia-statistics.table_query to discover accepted filter values. Example path: 'POP/IR/IRS/IRS010' (population at the beginning of year, key vital statistics). Data: data.stat.gov.lv, no auth required.

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Argument	Type	Description
table_path*	string	Full path to a leaf table (type='t' from latvia-statistics.catalog), e.g. 'POP/IR/IRS/IRS010' (population at the beginning of year, key vital statistics). Returns title, dimension codes, and valid values to use in latvia-statistics.table_query.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_path"
  ],
  "properties": {
    "table_path": {
      "type": "string",
      "description": "Full path to a leaf table (type='t' from latvia-statistics.catalog), e.g. 'POP/IR/IRS/IRS010' (population at the beginning of year, key vital statistics). Returns title, dimension codes, and valid values to use in latvia-statistics.table_query."
    }
  },
  "additionalProperties": false
}

latvia-statistics.series.table_query

Run a statistical query against a Latvia statistics table — specify dimension filters to slice data by indicator, time period, region, etc. Returns JSON-stat2 format with labeled dimensions and numeric values. Call latvia-statistics.table_metadata first to discover valid dimension codes and value codes. Example: population at start of year (INDICATOR='POP_SY'), latest year (TIME filter='top' values=['1']). Data: data.stat.gov.lv, no auth required, CC BY 4.0 (Central Statistical Bureau of Latvia).

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Argument	Type	Description
query*	array	Array of dimension filters. Each filter selects which values to include for one dimension. Example: [{code:'INDICATOR',selection:{filter:'item',values:['POP_SY']}}, {code:'ContentsCode',selection:{filter:'item',values:['IRS010']}}, {code:'TIME',selection:{filter:'top',values:['1']}}]. Response is JSON-stat2 format with dimension labels and numeric values array.
table_path*	string	Full path to the leaf table to query — same as latvia-statistics.table_metadata table_path. Example: 'POP/IR/IRS/IRS010'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_path",
    "query"
  ],
  "properties": {
    "query": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "code",
          "selection"
        ],
        "properties": {
          "code": {
            "type": "string",
            "description": "Dimension code from latvia-statistics.table_metadata variables[].code. Examples: 'INDICATOR', 'ContentsCode', 'TIME'."
          },
          "selection": {
            "type": "object",
            "required": [
              "filter",
              "values"
            ],
            "properties": {
              "filter": {
                "type": "string",
                "description": "Filter type. Common values: 'item' (select by exact code), 'top' (select N most recent — use with TIME/year dimensions), 'all' (all values). Use the valueSet codes from metadata."
              },
              "values": {
                "type": "array",
                "items": {
                  "type": "string"
                },
                "description": "Array of value codes to select. Get valid codes from latvia-statistics.table_metadata variables[].values. For filter='item': list codes like ['POP_SY']. For filter='top': list count like ['3'] (3 most recent years). For filter='all': use ['*']."
              }
            },
            "description": "Selection criteria for this dimension.",
            "additionalProperties": false
          }
        },
        "description": "Filter for one dimension (variable) in the table.",
        "additionalProperties": false
      },
      "description": "Array of dimension filters. Each filter selects which values to include for one dimension. Example: [{code:'INDICATOR',selection:{filter:'item',values:['POP_SY']}}, {code:'ContentsCode',selection:{filter:'item',values:['IRS010']}}, {code:'TIME',selection:{filter:'top',values:['1']}}]. Response is JSON-stat2 format with dimension labels and numeric values array."
    },
    "table_path": {
      "type": "string",
      "description": "Full path to the leaf table to query — same as latvia-statistics.table_metadata table_path. Example: 'POP/IR/IRS/IRS010'."
    }
  },
  "additionalProperties": false
}

launch-library-2.agencies.search

Search space agencies and commercial launch operators by name — returns agency type (government/commercial/multinational), country, founding year, and description, optionally filtered by a free-text search. Data: ll.thespacedevs.com (The Space Devs), no auth required; free tier is throttled to 15 requests/hour shared across all APIbase agents, so results are cached for 24 hours.

read-only

Argument	Type	Description
limit	integer	Max results to return, 1-20 (default 10)
search	string	Free-text search across name/mission/agency fields, e.g. "falcon" or "artemis"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Max results to return, 1-20 (default 10)"
    },
    "search": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Free-text search across name/mission/agency fields, e.g. \"falcon\" or \"artemis\""
    }
  },
  "additionalProperties": false
}

launch-library-2.astronauts.search

Search the global astronaut roster by name — returns astronaut name, active/retired status, and sponsoring space agency, optionally filtered by a free-text search. Data: ll.thespacedevs.com (The Space Devs), no auth required; free tier is throttled to 15 requests/hour shared across all APIbase agents, so results are cached for 24 hours.

read-only

Argument	Type	Description
limit	integer	Max results to return, 1-20 (default 10)
search	string	Free-text search across name/mission/agency fields, e.g. "falcon" or "artemis"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Max results to return, 1-20 (default 10)"
    },
    "search": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Free-text search across name/mission/agency fields, e.g. \"falcon\" or \"artemis\""
    }
  },
  "additionalProperties": false
}

launch-library-2.launches.detail

Get full detail for a single launch by its UUID (from launch-library-2.upcoming_launches results) — mission description, orbit, rocket and pad detail, launch provider, imagery, and probability/weather notes. Data: ll.thespacedevs.com (The Space Devs), no auth required; free tier is throttled to 15 requests/hour shared across all APIbase agents, so results are cached for 1 hour.

read-only

Argument	Type	Description
id*	string	Launch UUID from launch-library-2.upcoming_launches results, e.g. "521f3a1c-f977-4306-9b7f-495858719adf"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "pattern": "^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$",
      "description": "Launch UUID from launch-library-2.upcoming_launches results, e.g. \"521f3a1c-f977-4306-9b7f-495858719adf\""
    }
  },
  "additionalProperties": false
}

launch-library-2.launches.upcoming

List upcoming global orbital launches — mission name, launch service provider, rocket configuration, launch window, pad/location, and status — optionally filtered by a free-text search across mission/rocket/agency names. Data: ll.thespacedevs.com (The Space Devs), no auth required; free tier is throttled to 15 requests/hour shared across all APIbase agents, so results are cached for 30 minutes.

read-only

Argument	Type	Description
limit	integer	Max results to return, 1-20 (default 10)
search	string	Free-text search across name/mission/agency fields, e.g. "falcon" or "artemis"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Max results to return, 1-20 (default 10)"
    },
    "search": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Free-text search across name/mission/agency fields, e.g. \"falcon\" or \"artemis\""
    }
  },
  "additionalProperties": false
}

legal.caselaw.dockets

Search PACER/RECAP federal court dockets — case filings, motions, orders. Filter by court. From the RECAP Archive (CourtListener / Free Law Project)

read-only

Argument	Type	Description
court	string	Court filter
limit	integer	Number of results (default 10)
query*	string	Search query for RECAP dockets

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "court": {
      "type": "string",
      "description": "Court filter"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results (default 10)"
    },
    "query": {
      "type": "string",
      "description": "Search query for RECAP dockets"
    }
  },
  "additionalProperties": false
}

legal.caselaw.opinion

Get full text of a US court opinion by ID — author, type, date, download URL. Up to 5,000 characters of opinion text (CourtListener)

read-only

Argument	Type	Description
opinion_id*	string	Opinion ID from search results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "opinion_id"
  ],
  "properties": {
    "opinion_id": {
      "type": "string",
      "description": "Opinion ID from search results"
    }
  },
  "additionalProperties": false
}

legal.caselaw.search

Search US federal and state court opinions — filter by court (scotus, ca9, dcd...), date range, relevance. Largest free US case law archive. 7,000+ AI-related opinions (CourtListener / Free Law Project)

read-only

Argument	Type	Description
type	string	Search type: "o" (opinions, default) or "r" (RECAP dockets)
court	string	Court filter (e.g. "scotus" for Supreme Court, "ca9" for 9th Circuit, "dcd" for DC District)
limit	integer	Number of results (default 10, max 20)
query*	string	Search query for US court opinions (e.g. "artificial intelligence liability", "Fourth Amendment digital privacy")
order_by	string	Sort: relevance (default), newest, oldest
filed_after	string	Only cases filed after this date (YYYY-MM-DD)
filed_before	string	Only cases filed before this date (YYYY-MM-DD)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "type": {
      "enum": [
        "o",
        "r"
      ],
      "type": "string",
      "description": "Search type: \"o\" (opinions, default) or \"r\" (RECAP dockets)"
    },
    "court": {
      "type": "string",
      "description": "Court filter (e.g. \"scotus\" for Supreme Court, \"ca9\" for 9th Circuit, \"dcd\" for DC District)"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results (default 10, max 20)"
    },
    "query": {
      "type": "string",
      "description": "Search query for US court opinions (e.g. \"artificial intelligence liability\", \"Fourth Amendment digital privacy\")"
    },
    "order_by": {
      "enum": [
        "score desc",
        "dateFiled desc",
        "dateFiled asc"
      ],
      "type": "string",
      "description": "Sort: relevance (default), newest, oldest"
    },
    "filed_after": {
      "type": "string",
      "description": "Only cases filed after this date (YYYY-MM-DD)"
    },
    "filed_before": {
      "type": "string",
      "description": "Only cases filed before this date (YYYY-MM-DD)"
    }
  },
  "additionalProperties": false
}

legal.fedregister.document

Get full Federal Register document by number — title, abstract, agencies, effective date, PDF link, comment deadline (Federal Register)

read-only

Argument	Type	Description
document_number*	string	Federal Register document number (e.g. "2026-12345")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "document_number"
  ],
  "properties": {
    "document_number": {
      "type": "string",
      "description": "Federal Register document number (e.g. \"2026-12345\")"
    }
  },
  "additionalProperties": false
}

legal.fedregister.recent

Latest documents published in the Federal Register — filter by type (rules, proposed rules, notices, presidential). No search query needed (Federal Register)

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Argument	Type	Description
limit	integer	Number of results (default 10, max 20)
document_type	string	Filter by type (default: all types)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results (default 10, max 20)"
    },
    "document_type": {
      "enum": [
        "RULE",
        "PRORULE",
        "NOTICE",
        "PRESDOCU"
      ],
      "type": "string",
      "description": "Filter by type (default: all types)"
    }
  },
  "additionalProperties": false
}

legal.fedregister.search

Search the US Federal Register — final rules, proposed rules, notices, executive orders. Filter by agency, type, date. 90+ years of official federal government records (Federal Register)

read-only

Argument	Type	Description
sort	string	Sort order (default: newest)
limit	integer	Number of results (default 10, max 20)
query	string	Search keywords in Federal Register (e.g. "executive order", "cryptocurrency regulation")
agency	string	Agency slug (e.g. "environmental-protection-agency", "securities-and-exchange-commission")
document_type	string	Type: RULE (final rule), PRORULE (proposed rule), NOTICE, PRESDOCU (presidential document/executive order)
published_after	string	Only documents published after this date (MM/DD/YYYY)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "newest",
        "oldest",
        "relevance"
      ],
      "type": "string",
      "description": "Sort order (default: newest)"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results (default 10, max 20)"
    },
    "query": {
      "type": "string",
      "description": "Search keywords in Federal Register (e.g. \"executive order\", \"cryptocurrency regulation\")"
    },
    "agency": {
      "type": "string",
      "description": "Agency slug (e.g. \"environmental-protection-agency\", \"securities-and-exchange-commission\")"
    },
    "document_type": {
      "enum": [
        "RULE",
        "PRORULE",
        "NOTICE",
        "PRESDOCU"
      ],
      "type": "string",
      "description": "Type: RULE (final rule), PRORULE (proposed rule), NOTICE, PRESDOCU (presidential document/executive order)"
    },
    "published_after": {
      "type": "string",
      "description": "Only documents published after this date (MM/DD/YYYY)"
    }
  },
  "additionalProperties": false
}

legal.regulations.document

Get full details of a US federal regulatory document by ID — title, abstract, agency, comment count, docket, dates. Public domain (Regulations.gov)

read-only

Argument	Type	Description
document_id*	string	Document ID from search results (e.g. "FDA-2024-N-0001-0001")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "document_id"
  ],
  "properties": {
    "document_id": {
      "type": "string",
      "description": "Document ID from search results (e.g. \"FDA-2024-N-0001-0001\")"
    }
  },
  "additionalProperties": false
}

legal.regulations.search

Search US federal regulatory documents — rules, proposed rules, notices, presidential documents. Filter by agency (EPA, SEC, FDA...), document type, date. 7,500+ results for "artificial intelligence" (Regulations.gov)

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Argument	Type	Description
sort	string	Sort order (default: -postedDate, newest first)
limit	integer	Number of results (default 10, min 5, max 25)
query	string	Search keywords in federal regulatory documents (e.g. "artificial intelligence", "climate change")
agency	string	Filter by agency ID (e.g. "EPA", "SEC", "FDA")
posted_after	string	Only documents posted after this date (YYYY-MM-DD)
document_type	string	Filter by document type

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "postedDate",
        "-postedDate",
        "title",
        "documentId"
      ],
      "type": "string",
      "description": "Sort order (default: -postedDate, newest first)"
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 5,
      "description": "Number of results (default 10, min 5, max 25)"
    },
    "query": {
      "type": "string",
      "description": "Search keywords in federal regulatory documents (e.g. \"artificial intelligence\", \"climate change\")"
    },
    "agency": {
      "type": "string",
      "description": "Filter by agency ID (e.g. \"EPA\", \"SEC\", \"FDA\")"
    },
    "posted_after": {
      "type": "string",
      "description": "Only documents posted after this date (YYYY-MM-DD)"
    },
    "document_type": {
      "enum": [
        "Rule",
        "Proposed Rule",
        "Notice",
        "Presidential Document"
      ],
      "type": "string",
      "description": "Filter by document type"
    }
  },
  "additionalProperties": false
}

lichess.players.top

Top N players in a chess variant (bullet, blitz, rapid, classical, ultraBullet, chess960, crazyhouse, antichess, atomic, horde, kingOfTheHill, racingKings, threeCheck). Returns username, rating, country.

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Argument	Type	Description
nb	integer	Number of top players to return (1–200). Defaults to 10.
perf_type*	string	Chess variant to rank players by. One of: bullet, blitz, rapid, classical, ultraBullet, chess960, crazyhouse, antichess, atomic, horde, kingOfTheHill, racingKings, threeCheck.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "perf_type"
  ],
  "properties": {
    "nb": {
      "type": "integer",
      "default": 10,
      "maximum": 200,
      "minimum": 1,
      "description": "Number of top players to return (1–200). Defaults to 10."
    },
    "perf_type": {
      "enum": [
        "bullet",
        "blitz",
        "rapid",
        "classical",
        "ultraBullet",
        "chess960",
        "crazyhouse",
        "antichess",
        "atomic",
        "horde",
        "kingOfTheHill",
        "racingKings",
        "threeCheck"
      ],
      "type": "string",
      "description": "Chess variant to rank players by. One of: bullet, blitz, rapid, classical, ultraBullet, chess960, crazyhouse, antichess, atomic, horde, kingOfTheHill, racingKings, threeCheck."
    }
  },
  "additionalProperties": false
}

lichess.puzzle.daily

Get today's Lichess daily puzzle — puzzle ID, FEN position, solution moves, theme, rating difficulty.

read-only

Argument	Type	Description
_unused	string	Reserved for future filtering — not currently used.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "_unused": {
      "type": "string",
      "description": "Reserved for future filtering — not currently used."
    }
  },
  "additionalProperties": false
}

lichess.user.profile

Get a Lichess user's profile — username, ratings across variants (bullet/blitz/rapid/classical/correspondence/puzzle), games played, online status, profile bio, country, language.

read-only

Argument	Type	Description
username*	string	Lichess username (2–30 characters, lowercase letters, digits, and underscores). Example: "DrNykterstein".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "username"
  ],
  "properties": {
    "username": {
      "type": "string",
      "maxLength": 30,
      "minLength": 2,
      "description": "Lichess username (2–30 characters, lowercase letters, digits, and underscores). Example: \"DrNykterstein\"."
    }
  },
  "additionalProperties": false
}

lmpr.beef.boxed_cutout

National weekly boxed beef cutout and individual cut prices (LM_XB459). Returns composite primal values (rib, chuck, round, loin, brisket, plate, flank), Choice and Select cutout values, individual box/cut prices by grade, ground beef, and trimming prices. Published Thursdays. Source: USDA LMPR Datamart, US Government public domain.

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Argument	Type	Description
report_date	string	Report date in YYYY-MM-DD or M/D/YYYY format (e.g. "2026-06-27"). Omit for the most recent published report.
all_sections	boolean	Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "report_date": {
      "type": "string",
      "description": "Report date in YYYY-MM-DD or M/D/YYYY format (e.g. \"2026-06-27\"). Omit for the most recent published report."
    },
    "all_sections": {
      "type": "boolean",
      "default": true,
      "description": "Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only."
    }
  },
  "additionalProperties": false
}

lmpr.cattle.slaughter_prices

5-Area daily weighted-average direct slaughter cattle prices (LM_CT100). Returns head counts, price ranges ($/cwt), and weighted averages by class (steer/heifer) and selling basis (live FOB, dressed delivered, dressed FOB). Covers TX/OK/NM, Kansas, Nebraska, Colorado, and Iowa/Minnesota feedlot regions combined. Published daily on USDA business days. Source: USDA Livestock Mandatory Price Reporting Datamart, US Government public domain.

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Argument	Type	Description
report_date	string	Report date in YYYY-MM-DD or M/D/YYYY format (e.g. "2026-06-27"). Omit for the most recent published report.
all_sections	boolean	Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "report_date": {
      "type": "string",
      "description": "Report date in YYYY-MM-DD or M/D/YYYY format (e.g. \"2026-06-27\"). Omit for the most recent published report."
    },
    "all_sections": {
      "type": "boolean",
      "default": true,
      "description": "Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only."
    }
  },
  "additionalProperties": false
}

lmpr.dairy.product_prices

National weekly dairy products sales prices (DYWDAIRYPRODUCTSSALES). Returns mandatory-reporting prices and volumes for butter, 40-lb block cheddar cheese, 500-lb barrel cheddar, dry whey, and nonfat dry milk. Includes preliminary and final weekly prices used in FMMO pricing formulas. Published weekly by USDA Agricultural Marketing Service. Source: USDA LMPR Datamart, US Government public domain.

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Argument	Type	Description
report_date	string	Report date in YYYY-MM-DD or M/D/YYYY format (e.g. "2026-06-27"). Omit for the most recent published report.
all_sections	boolean	Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "report_date": {
      "type": "string",
      "description": "Report date in YYYY-MM-DD or M/D/YYYY format (e.g. \"2026-06-27\"). Omit for the most recent published report."
    },
    "all_sections": {
      "type": "boolean",
      "default": true,
      "description": "Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only."
    }
  },
  "additionalProperties": false
}

lmpr.hog.slaughter_prices

National daily prior-day slaughtered swine prices (LM_HG201). Returns barrows/gilts head counts, negotiated base prices ($/cwt), carcass weight ranges, net price distribution (lean value, fat, bone, yield adjustments), and 14-day scheduled swine commitments. Covers Corn Belt and national markets. Published daily on USDA business days. Source: USDA LMPR Datamart, US Government public domain.

read-only

Argument	Type	Description
report_date	string	Report date in YYYY-MM-DD or M/D/YYYY format (e.g. "2026-06-27"). Omit for the most recent published report.
all_sections	boolean	Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "report_date": {
      "type": "string",
      "description": "Report date in YYYY-MM-DD or M/D/YYYY format (e.g. \"2026-06-27\"). Omit for the most recent published report."
    },
    "all_sections": {
      "type": "boolean",
      "default": true,
      "description": "Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only."
    }
  },
  "additionalProperties": false
}

lmpr.lamb.carcass_cutout

National estimated lamb carcass cutout value (LM_XL502). Returns gross carcass value, foresaddle value (rib, shoulder, breast/neck), hindsaddle value (leg, loin), net carcass value, and other byproduct values (pelt, offal). Published daily on USDA business days. Source: USDA LMPR Datamart, US Government public domain.

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Argument	Type	Description
report_date	string	Report date in YYYY-MM-DD or M/D/YYYY format (e.g. "2026-06-27"). Omit for the most recent published report.
all_sections	boolean	Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "report_date": {
      "type": "string",
      "description": "Report date in YYYY-MM-DD or M/D/YYYY format (e.g. \"2026-06-27\"). Omit for the most recent published report."
    },
    "all_sections": {
      "type": "boolean",
      "default": true,
      "description": "Return all report sections (price detail, primal values, etc.). Default true. Set false for summary only."
    }
  },
  "additionalProperties": false
}

logistics.dhl.track

Track a DHL shipment by tracking number — returns current status, delivery events timeline, origin/destination, estimated delivery date, and service type. Supports all DHL services: Express, Parcel, eCommerce, Freight. Official DHL data for 220+ countries (DHL)

read-only

Argument	Type	Description
tracking_number*	string	DHL tracking number (e.g. "00340434292135100186" for DHL Paket, "1234567890" for DHL Express). Supports all DHL services: Express, Parcel, eCommerce, Freight

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tracking_number"
  ],
  "properties": {
    "tracking_number": {
      "type": "string",
      "minLength": 1,
      "description": "DHL tracking number (e.g. \"00340434292135100186\" for DHL Paket, \"1234567890\" for DHL Express). Supports all DHL services: Express, Parcel, eCommerce, Freight"
    }
  },
  "additionalProperties": false
}

logistics.shipengine.carriers

List all connected shipping carriers with their IDs and codes. Shows which carriers are available for rate comparison (USPS, UPS, FedEx, DHL, etc.) (ShipEngine)

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Argument	Type	Description
filter	string	Optional filter on carrier name (e.g. "ups", "usps"). Returns all connected carriers if omitted

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "filter": {
      "type": "string",
      "description": "Optional filter on carrier name (e.g. \"ups\", \"usps\"). Returns all connected carriers if omitted"
    }
  },
  "additionalProperties": false
}

logistics.shipengine.rates

Compare shipping rates across multiple carriers (USPS, UPS, FedEx, DHL) for a package. Provide origin/destination ZIP codes, weight in pounds, and optional dimensions. Returns sorted rates with price, delivery time, and service type. Up to 84% off retail rates (ShipEngine)

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Argument	Type	Description
width	number	Package width in inches
height	number	Package height in inches
length	number	Package length in inches
to_zip*	string	Destination US ZIP code (e.g. "90210" for Beverly Hills)
from_zip*	string	Origin US ZIP code (e.g. "10001" for NYC)
weight_lb*	number	Package weight in pounds (e.g. 5)
to_country	string	Destination country code (default US)
from_country	string	Origin country code (default US)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "from_zip",
    "to_zip",
    "weight_lb"
  ],
  "properties": {
    "width": {
      "type": "number",
      "description": "Package width in inches"
    },
    "height": {
      "type": "number",
      "description": "Package height in inches"
    },
    "length": {
      "type": "number",
      "description": "Package length in inches"
    },
    "to_zip": {
      "type": "string",
      "minLength": 1,
      "description": "Destination US ZIP code (e.g. \"90210\" for Beverly Hills)"
    },
    "from_zip": {
      "type": "string",
      "minLength": 1,
      "description": "Origin US ZIP code (e.g. \"10001\" for NYC)"
    },
    "weight_lb": {
      "type": "number",
      "minimum": 0.1,
      "description": "Package weight in pounds (e.g. 5)"
    },
    "to_country": {
      "type": "string",
      "default": "US",
      "description": "Destination country code (default US)"
    },
    "from_country": {
      "type": "string",
      "default": "US",
      "description": "Origin country code (default US)"
    }
  },
  "additionalProperties": false
}

logistics.shipengine.validate

Validate and standardize a US address — returns USPS-verified address with corrected spelling, ZIP+4, and validation status. Catches typos, missing info, and invalid addresses before shipping (ShipEngine)

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Argument	Type	Description
city	string	City name (e.g. "Bronx")
state	string	State code (e.g. "NY")
country	string	Country code (default US)
postal_code	string	ZIP code (e.g. "10451")
address_line1*	string	Street address (e.g. "1 E 161 St")
address_line2	string	Apartment, suite, unit (e.g. "Apt 4B")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "address_line1"
  ],
  "properties": {
    "city": {
      "type": "string",
      "description": "City name (e.g. \"Bronx\")"
    },
    "state": {
      "type": "string",
      "description": "State code (e.g. \"NY\")"
    },
    "country": {
      "type": "string",
      "default": "US",
      "description": "Country code (default US)"
    },
    "postal_code": {
      "type": "string",
      "description": "ZIP code (e.g. \"10451\")"
    },
    "address_line1": {
      "type": "string",
      "minLength": 1,
      "description": "Street address (e.g. \"1 E 161 St\")"
    },
    "address_line2": {
      "type": "string",
      "description": "Apartment, suite, unit (e.g. \"Apt 4B\")"
    }
  },
  "additionalProperties": false
}

logistics.tracking.list

List all tracking numbers registered in your account with status summary — package status, latest event, transit days, registration time. Paginated. Filter by status: NotFound, InTransit, Delivered, Expired, Exception (17TRACK)

read-only

Argument	Type	Description
page	integer	Page number (default 1)
status	string	Filter by package status
page_size	integer	Results per page (1-100, default 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "minimum": 1,
      "description": "Page number (default 1)"
    },
    "status": {
      "enum": [
        "NotFound",
        "InTransit",
        "Delivered",
        "Expired",
        "Exception"
      ],
      "type": "string",
      "description": "Filter by package status"
    },
    "page_size": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Results per page (1-100, default 20)"
    }
  },
  "additionalProperties": false
}

logistics.tracking.register

⚡ ACTION: Register a tracking number to begin monitoring shipment status. Auto-detects carrier from 3,200+ supported carriers worldwide (UPS, FedEx, DHL, USPS, China Post, Royal Mail, etc.). Must be called before tracking.status. Returns detected carrier and registration status. Consumes quota — 200 free/month (17TRACK)

Argument	Type	Description
tag	string	Optional label for this shipment (e.g. order ID, customer reference). Up to 50 characters
tracking_number*	string	Package tracking number (e.g. "1Z999AA10123456784" for UPS, "9400111899560243888780" for USPS). Carrier is auto-detected from 3,200+ supported carriers

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tracking_number"
  ],
  "properties": {
    "tag": {
      "type": "string",
      "maxLength": 50,
      "description": "Optional label for this shipment (e.g. order ID, customer reference). Up to 50 characters"
    },
    "tracking_number": {
      "type": "string",
      "maxLength": 50,
      "minLength": 3,
      "description": "Package tracking number (e.g. \"1Z999AA10123456784\" for UPS, \"9400111899560243888780\" for USPS). Carrier is auto-detected from 3,200+ supported carriers"
    }
  },
  "additionalProperties": false
}

logistics.tracking.status

Get full tracking timeline for a registered package — latest status, all carrier scan events with timestamps and locations, delivery milestones, transit days, origin/destination countries. Supports 3,200+ carriers across 220 countries. Call tracking.register first if number is not yet registered (17TRACK)

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Argument	Type	Description
tracking_number*	string	Tracking number previously registered with tracking.register. Returns full event timeline, carrier info, milestones, and delivery status

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tracking_number"
  ],
  "properties": {
    "tracking_number": {
      "type": "string",
      "maxLength": 50,
      "minLength": 3,
      "description": "Tracking number previously registered with tracking.register. Returns full event timeline, carrier info, milestones, and delivery status"
    }
  },
  "additionalProperties": false
}

macrostrat.geology.columns_search

Search worldwide stratigraphic columns (a summary of the rock units at one location) by point location (lat/lng), stratigraphic name, chronostratigraphic time interval, lithology, or geologic age (Ma). Returns column IDs, names, coordinates, area, and thickness — use the returned col_id with macrostrat.units_search or macrostrat.fossils_search. Data: macrostrat.org/api/v2, no auth required, CC BY 4.0.

read-only

Argument	Type	Description
age	number	Numerical age in millions of years before present (Ma)
lat	number	Decimal degree latitude (WGS84) — must be supplied together with lng
lng	number	Decimal degree longitude (WGS84) — must be supplied together with lat
lith	string	Lithology name to filter by, e.g. "sandstone" or "shale"
age_top	number	Younger bound of an age range in Ma — must be used with age_bottom
adjacents	boolean	If lat+lng given, also return columns touching the same polygon (default false)
age_bottom	number	Older bound of an age range in Ma — must be used with age_top
strat_name	string	Fuzzy stratigraphic name to match, e.g. "mancos" or "jordan"
interval_name	string	Chronostratigraphic time interval name, e.g. "Permian" or "Cretaceous"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "age": {
      "type": "number",
      "description": "Numerical age in millions of years before present (Ma)"
    },
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84) — must be supplied together with lng"
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84) — must be supplied together with lat"
    },
    "lith": {
      "type": "string",
      "description": "Lithology name to filter by, e.g. \"sandstone\" or \"shale\""
    },
    "age_top": {
      "type": "number",
      "description": "Younger bound of an age range in Ma — must be used with age_bottom"
    },
    "adjacents": {
      "type": "boolean",
      "description": "If lat+lng given, also return columns touching the same polygon (default false)"
    },
    "age_bottom": {
      "type": "number",
      "description": "Older bound of an age range in Ma — must be used with age_top"
    },
    "strat_name": {
      "type": "string",
      "description": "Fuzzy stratigraphic name to match, e.g. \"mancos\" or \"jordan\""
    },
    "interval_name": {
      "type": "string",
      "description": "Chronostratigraphic time interval name, e.g. \"Permian\" or \"Cretaceous\""
    }
  },
  "additionalProperties": false
}

macrostrat.geology.fossils_search

Get Paleobiology Database (PBDB) fossil collections matched to a Macrostrat stratigraphic column or rock unit, looked up by col_id or unit_id (from macrostrat.columns_search / macrostrat.units_search), optionally narrowed by chronostratigraphic interval name. Returns collection names, ages, and PBDB occurrence counts. Data: macrostrat.org/api/v2, no auth required, CC BY 4.0.

read-only

Argument	Type	Description
col_id	integer	Macrostrat column ID (from macrostrat.columns_search) to find fossil collections in
unit_id	integer	Macrostrat unit ID (from macrostrat.units_search) to find fossil collections in
interval_name	string	Optional chronostratigraphic interval name to further narrow results within col_id/unit_id

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "col_id": {
      "type": "integer",
      "description": "Macrostrat column ID (from macrostrat.columns_search) to find fossil collections in"
    },
    "unit_id": {
      "type": "integer",
      "description": "Macrostrat unit ID (from macrostrat.units_search) to find fossil collections in"
    },
    "interval_name": {
      "type": "string",
      "description": "Optional chronostratigraphic interval name to further narrow results within col_id/unit_id"
    }
  },
  "additionalProperties": false
}

macrostrat.geology.map_units

Get the bedrock geologic map unit(s) at a specific point location (surface geology): formation/unit name, dominant lithology, description, age range, and recommended map color, sourced from compiled state/national geologic maps. Data: macrostrat.org/api/v2 /geologic_units/map, no auth required, CC BY 4.0.

read-only

Argument	Type	Description
lat*	number	Decimal degree latitude (WGS84)
lng*	number	Decimal degree longitude (WGS84)
scale	string	Geologic map source scale (default returns the best-available match)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84)"
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84)"
    },
    "scale": {
      "enum": [
        "small",
        "medium",
        "large"
      ],
      "type": "string",
      "description": "Geologic map source scale (default returns the best-available match)"
    }
  },
  "additionalProperties": false
}

macrostrat.geology.units_search

Get the rock units (formation/member/group names, top/bottom age in millions of years, thickness, lithology, and depositional environment) that make up a stratigraphic column, looked up by col_id (from macrostrat.columns_search) or by a lat/lng point. Data: macrostrat.org/api/v2, no auth required, CC BY 4.0.

read-only

Argument	Type	Description
lat	number	Decimal degree latitude (WGS84) — must be supplied together with lng
lng	number	Decimal degree longitude (WGS84) — must be supplied together with lat
col_id	integer	Macrostrat column ID (from macrostrat.columns_search) to list rock units for

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84) — must be supplied together with lng"
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84) — must be supplied together with lat"
    },
    "col_id": {
      "type": "integer",
      "description": "Macrostrat column ID (from macrostrat.columns_search) to list rock units for"
    }
  },
  "additionalProperties": false
}

malaria-atlas.entomology.vector_occurrence

Search Anopheles mosquito vector-occurrence records: collection site, survey period, species identification, and sampling method, optionally filtered by country and/or a species-name substring (e.g. "gambiae"). Data: Malaria Atlas Project GeoServer WFS (data.malariaatlas.org), no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of vector occurrence records to return (1-200). Defaults to 50.
country	string	ISO3166 alpha-3 country code to filter mosquito vector records (e.g. "SDN").
species	string	Case-insensitive substring match on the Anopheles species name (e.g. "gambiae", "arabiensis").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of vector occurrence records to return (1-200). Defaults to 50."
    },
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO3166 alpha-3 country code to filter mosquito vector records (e.g. \"SDN\")."
    },
    "species": {
      "type": "string",
      "maxLength": 60,
      "minLength": 1,
      "description": "Case-insensitive substring match on the Anopheles species name (e.g. \"gambiae\", \"arabiensis\")."
    }
  },
  "additionalProperties": false
}

malaria-atlas.epidemiology.case_estimates

Get modeled confirmed malaria case counts (P. falciparum or P. vivax) per admin1 region (state/province) and year for a country, covering 1980-2017, alongside total population for that region/year. Use malaria-atlas.country_list first to find a valid ISO3 country code. Data: Malaria Atlas Project GeoServer WFS (data.malariaatlas.org), no auth required.

read-only

Argument	Type	Description
year	integer	Filter to a single calendar year (1980-2017). Omit to return all available years.
limit	integer	Maximum number of admin1-region/year rows to return (1-500). Defaults to 50.
country*	string	ISO3166 alpha-3 country code to get confirmed case estimates for (e.g. "IDN").
species*	string	Malaria parasite species: "pf" (Plasmodium falciparum) or "pv" (Plasmodium vivax).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "species",
    "country"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2017,
      "minimum": 1980,
      "description": "Filter to a single calendar year (1980-2017). Omit to return all available years."
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of admin1-region/year rows to return (1-500). Defaults to 50."
    },
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO3166 alpha-3 country code to get confirmed case estimates for (e.g. \"IDN\")."
    },
    "species": {
      "enum": [
        "pf",
        "pv"
      ],
      "type": "string",
      "description": "Malaria parasite species: \"pf\" (Plasmodium falciparum) or \"pv\" (Plasmodium vivax)."
    }
  },
  "additionalProperties": false
}

malaria-atlas.epidemiology.parasite_rate_survey

Search point-level malaria parasite-rate survey records for P. falciparum (pf) or P. vivax (pv): site location, survey period, number examined, positive count, and parasite rate (pr), optionally filtered by country. Data: Malaria Atlas Project GeoServer WFS (data.malariaatlas.org), no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of survey records to return (1-200). Defaults to 50.
country	string	ISO3166 alpha-3 country code to filter surveys (e.g. "KEN"). Omit for all countries.
species*	string	Malaria parasite species: "pf" (Plasmodium falciparum) or "pv" (Plasmodium vivax).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "species"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of survey records to return (1-200). Defaults to 50."
    },
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO3166 alpha-3 country code to filter surveys (e.g. \"KEN\"). Omit for all countries."
    },
    "species": {
      "enum": [
        "pf",
        "pv"
      ],
      "type": "string",
      "description": "Malaria parasite species: \"pf\" (Plasmodium falciparum) or \"pv\" (Plasmodium vivax)."
    }
  },
  "additionalProperties": false
}

malaria-atlas.reference.country_list

List countries covered by Malaria Atlas Project admin boundaries with their ISO3/ISO2 codes and name, optionally filtered by a name substring. Use the returned iso code as the `country` filter for the other malaria-atlas tools. Data: Malaria Atlas Project GeoServer WFS (data.malariaatlas.org), no auth required.

read-only

Argument	Type	Description
name	string	Case-insensitive substring filter on the country name (e.g. "kenya").
limit	integer	Maximum number of countries to return (1-250). Defaults to 50.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 60,
      "minLength": 1,
      "description": "Case-insensitive substring filter on the country name (e.g. \"kenya\")."
    },
    "limit": {
      "type": "integer",
      "maximum": 250,
      "minimum": 1,
      "description": "Maximum number of countries to return (1-250). Defaults to 50."
    }
  },
  "additionalProperties": false
}

malaysiagov.hazards.get_earthquakes

Get recent earthquake reports relevant to Malaysia from MET Malaysia: time, location, depth, magnitude and distance to the nearest Malaysian and regional places.

read-only

Argument	Type	Description
limit	integer	Maximum number of records to return (1-100, default 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of records to return (1-100, default 20)"
    }
  },
  "additionalProperties": false
}

malaysiagov.hazards.get_flood_warnings

Get Malaysian river water-level and rainfall station readings (JPS) with alert/warning/danger thresholds and trend, filterable by state and district.

read-only

Argument	Type	Description
limit	integer	Maximum number of records to return (1-100, default 20)
state	string	Malaysian state in upper case (e.g. "PAHANG", "SELANGOR")
district	string	District name (e.g. "Raub", "Klang")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of records to return (1-100, default 20)"
    },
    "state": {
      "type": "string",
      "description": "Malaysian state in upper case (e.g. \"PAHANG\", \"SELANGOR\")"
    },
    "district": {
      "type": "string",
      "description": "District name (e.g. \"Raub\", \"Klang\")"
    }
  },
  "additionalProperties": false
}

malaysiagov.statistics.get_dataset

Query any Malaysian government open dataset by ID from the data.gov.my data catalogue or OpenDOSM (fuel prices, CPI, population, trade and more) with filters, date range, sort and limit.

read-only

Argument	Type	Description
id*	string	Dataset ID from data.gov.my catalogue (e.g. "fuelprice", "cpi_headline")
sort	string	Comma-separated columns to sort by; prefix "-" for descending (e.g. "-date")
limit	integer	Maximum number of records to return (1-100, default 20)
filter	string	Exact-match filter in "value@column" form (e.g. "overall@division")
source	string	Dataset source: "data-catalogue" (default) or "opendosm" (Dept. of Statistics)
contains	string	Partial-match filter in "value@column" form (e.g. "kuala@state")
date_end	string	End date filter, YYYY-MM-DD
date_start	string	Start date filter, YYYY-MM-DD

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Dataset ID from data.gov.my catalogue (e.g. \"fuelprice\", \"cpi_headline\")"
    },
    "sort": {
      "type": "string",
      "description": "Comma-separated columns to sort by; prefix \"-\" for descending (e.g. \"-date\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of records to return (1-100, default 20)"
    },
    "filter": {
      "type": "string",
      "description": "Exact-match filter in \"value@column\" form (e.g. \"overall@division\")"
    },
    "source": {
      "enum": [
        "data-catalogue",
        "opendosm"
      ],
      "type": "string",
      "description": "Dataset source: \"data-catalogue\" (default) or \"opendosm\" (Dept. of Statistics)"
    },
    "contains": {
      "type": "string",
      "description": "Partial-match filter in \"value@column\" form (e.g. \"kuala@state\")"
    },
    "date_end": {
      "type": "string",
      "description": "End date filter, YYYY-MM-DD"
    },
    "date_start": {
      "type": "string",
      "description": "Start date filter, YYYY-MM-DD"
    }
  },
  "additionalProperties": false
}

malaysiagov.weather.get_forecast

Get the Malaysian Meteorological Department 7-day forecast by location: morning/afternoon/night conditions and min/max temperature (Malay-language summaries).

read-only

Argument	Type	Description
limit	integer	Maximum number of records to return (1-100, default 20)
date_end	string	Latest forecast date, YYYY-MM-DD
date_start	string	Earliest forecast date, YYYY-MM-DD
location_name	string	Location name to match (e.g. "Langkawi", "Kuala Lumpur", "Kota Kinabalu")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of records to return (1-100, default 20)"
    },
    "date_end": {
      "type": "string",
      "description": "Latest forecast date, YYYY-MM-DD"
    },
    "date_start": {
      "type": "string",
      "description": "Earliest forecast date, YYYY-MM-DD"
    },
    "location_name": {
      "type": "string",
      "description": "Location name to match (e.g. \"Langkawi\", \"Kuala Lumpur\", \"Kota Kinabalu\")"
    }
  },
  "additionalProperties": false
}

malaysiagov.weather.get_warnings

Get current Malaysian Meteorological Department weather warnings: strong winds, rough seas, thunderstorms and heavy rain with validity period and full text.

read-only

Argument	Type	Description
limit	integer	Maximum number of records to return (1-100, default 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of records to return (1-100, default 20)"
    }
  },
  "additionalProperties": false
}

marine.ocean.forecast

Full hourly marine forecast at any ocean coordinate up to 16 days ahead. Returns all marine variables: significant wave height (m), mean wave direction (°), mean wave period (s), swell wave height (m), swell direction (°), swell period (s), and sea surface temperature (°C). Data is sourced from CMEMS ERA5 reanalysis and global wave models (ERA5-Ocean, MEPS, GFS). Ideal for offshore operations, ship routing, marine research, and multi-variable coastal planning. Supply latitude/longitude of an open-ocean or coastal point; land coordinates return null values. Source: Open-Meteo Marine API, CC BY 4.0, no authentication required.

read-only

Argument	Type	Description
latitude*	number	Latitude of the ocean location in decimal degrees (e.g. 51.5 for English Channel, 48.5 for Bay of Biscay). Must be over open water — land coordinates return null values.
timezone	string	Timezone for the returned time values (e.g. "UTC", "Europe/London", "America/New_York"). Defaults to UTC.
longitude*	number	Longitude of the ocean location in decimal degrees (e.g. -14.0 for Atlantic, 2.3 for North Sea).
forecast_days	integer	Number of days to forecast (1–16). Defaults to 7. Hourly data is returned for each day.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the ocean location in decimal degrees (e.g. 51.5 for English Channel, 48.5 for Bay of Biscay). Must be over open water — land coordinates return null values."
    },
    "timezone": {
      "type": "string",
      "description": "Timezone for the returned time values (e.g. \"UTC\", \"Europe/London\", \"America/New_York\"). Defaults to UTC."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the ocean location in decimal degrees (e.g. -14.0 for Atlantic, 2.3 for North Sea)."
    },
    "forecast_days": {
      "type": "integer",
      "maximum": 16,
      "minimum": 1,
      "description": "Number of days to forecast (1–16). Defaults to 7. Hourly data is returned for each day."
    }
  },
  "additionalProperties": false
}

marine.ocean.swell

Hourly swell forecast at an ocean coordinate — swell wave height (m), swell direction (°), and swell period (s) for up to 16 days. Swell consists of wind-generated waves that have propagated far from their origin, typically with longer periods (>10s) and more regular patterns than wind-sea. High-period swell (>12s) is ideal for surfing; low-period swell (<6s) indicates local chop. Swell direction indicates where the swell is coming from (degrees clockwise from north). Useful for surf forecasting, sailing passage planning, and aquaculture site assessment. Source: Open-Meteo Marine API, CC BY 4.0, no authentication required.

read-only

Argument	Type	Description
latitude*	number	Latitude of the ocean location in decimal degrees (e.g. 51.5 for English Channel, 48.5 for Bay of Biscay). Must be over open water — land coordinates return null values.
timezone	string	Timezone for the returned time values (e.g. "UTC", "Europe/London", "America/New_York"). Defaults to UTC.
longitude*	number	Longitude of the ocean location in decimal degrees (e.g. -14.0 for Atlantic, 2.3 for North Sea).
forecast_days	integer	Number of days to forecast (1–16). Defaults to 7. Hourly data is returned for each day.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the ocean location in decimal degrees (e.g. 51.5 for English Channel, 48.5 for Bay of Biscay). Must be over open water — land coordinates return null values."
    },
    "timezone": {
      "type": "string",
      "description": "Timezone for the returned time values (e.g. \"UTC\", \"Europe/London\", \"America/New_York\"). Defaults to UTC."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the ocean location in decimal degrees (e.g. -14.0 for Atlantic, 2.3 for North Sea)."
    },
    "forecast_days": {
      "type": "integer",
      "maximum": 16,
      "minimum": 1,
      "description": "Number of days to forecast (1–16). Defaults to 7. Hourly data is returned for each day."
    }
  },
  "additionalProperties": false
}

marine.ocean.temperature

Hourly sea surface temperature (SST) forecast in degrees Celsius at an ocean coordinate for up to 16 days. SST is the temperature of the top layer of the ocean (~1m depth) and affects weather patterns, marine ecosystems, and fishing conditions. Useful for coral bleaching risk assessment, fishery management, coastal tourism planning, and climate monitoring. Returns time-indexed hourly values; null indicates no data (land areas or model gaps). Source: Open-Meteo Marine API, CC BY 4.0, no authentication required.

read-only

Argument	Type	Description
latitude*	number	Latitude of the ocean location in decimal degrees (e.g. 51.5 for English Channel, 48.5 for Bay of Biscay). Must be over open water — land coordinates return null values.
timezone	string	Timezone for the returned time values (e.g. "UTC", "Europe/London", "America/New_York"). Defaults to UTC.
longitude*	number	Longitude of the ocean location in decimal degrees (e.g. -14.0 for Atlantic, 2.3 for North Sea).
forecast_days	integer	Number of days to forecast (1–16). Defaults to 7. Hourly data is returned for each day.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the ocean location in decimal degrees (e.g. 51.5 for English Channel, 48.5 for Bay of Biscay). Must be over open water — land coordinates return null values."
    },
    "timezone": {
      "type": "string",
      "description": "Timezone for the returned time values (e.g. \"UTC\", \"Europe/London\", \"America/New_York\"). Defaults to UTC."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the ocean location in decimal degrees (e.g. -14.0 for Atlantic, 2.3 for North Sea)."
    },
    "forecast_days": {
      "type": "integer",
      "maximum": 16,
      "minimum": 1,
      "description": "Number of days to forecast (1–16). Defaults to 7. Hourly data is returned for each day."
    }
  },
  "additionalProperties": false
}

marine.ocean.waves

Hourly wave conditions forecast at an ocean coordinate — wave height (m), wave direction (°), and wave period (s) for up to 16 days. Wave height is significant wave height (average of the highest third of waves). Wave direction is the mean direction from which waves are coming (degrees clockwise from north). Wave period is the mean time between successive wave crests in seconds. Useful for surfing spot reports, ferry/vessel routing, coastal engineering assessments, and storm monitoring. Source: Open-Meteo Marine API, CC BY 4.0, no authentication required.

read-only

Argument	Type	Description
latitude*	number	Latitude of the ocean location in decimal degrees (e.g. 51.5 for English Channel, 48.5 for Bay of Biscay). Must be over open water — land coordinates return null values.
timezone	string	Timezone for the returned time values (e.g. "UTC", "Europe/London", "America/New_York"). Defaults to UTC.
longitude*	number	Longitude of the ocean location in decimal degrees (e.g. -14.0 for Atlantic, 2.3 for North Sea).
forecast_days	integer	Number of days to forecast (1–16). Defaults to 7. Hourly data is returned for each day.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the ocean location in decimal degrees (e.g. 51.5 for English Channel, 48.5 for Bay of Biscay). Must be over open water — land coordinates return null values."
    },
    "timezone": {
      "type": "string",
      "description": "Timezone for the returned time values (e.g. \"UTC\", \"Europe/London\", \"America/New_York\"). Defaults to UTC."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the ocean location in decimal degrees (e.g. -14.0 for Atlantic, 2.3 for North Sea)."
    },
    "forecast_days": {
      "type": "integer",
      "maximum": 16,
      "minimum": 1,
      "description": "Number of days to forecast (1–16). Defaults to 7. Hourly data is returned for each day."
    }
  },
  "additionalProperties": false
}

mbta.transit.alerts

Get active Boston MBTA service disruption alerts — delays, cancellations, detours, shuttle buses, station closures, and elevator/escalator outages. Returns alert header, effect type, cause, severity (0–10), lifecycle status, affected routes and stops, and active time period. Filter by route ID (e.g. "Red"), stop ID, minimum severity, lifecycle (ONGOING/UPCOMING/NEW), or effect type (DELAY/CANCELLATION/SHUTTLE/DETOUR/SUSPENSION). Severity 7+ = moderate disruption; 9–10 = major service change. MassDOT Open Data License, real-time data, no upstream cost.

read-only

Argument	Type	Description
stop	string	Filter alerts by stop ID (e.g. "place-sstat" for South Station). Use mbta-transit.stops to get IDs.
limit	integer	Maximum number of alerts to return (default 20, max 50)
route	string	Filter alerts by route ID (e.g. "Red", "Green-B", "1", "CR-Providence"). Use mbta-transit.routes to get IDs.
effect	string	Filter by disruption effect type: "DELAY", "CANCELLATION", "SUSPENSION", "SHUTTLE", "DETOUR", "STATION_CLOSURE", etc.
severity	integer	Minimum severity level 0–10: 0–3=informational, 4–6=minor disruption, 7–8=moderate, 9–10=major/shutdown. Omit for all.
lifecycle	string	Filter by alert lifecycle: "ONGOING" (active now), "UPCOMING" (future planned), "NEW" (just created)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "stop": {
      "type": "string",
      "description": "Filter alerts by stop ID (e.g. \"place-sstat\" for South Station). Use mbta-transit.stops to get IDs."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of alerts to return (default 20, max 50)"
    },
    "route": {
      "type": "string",
      "description": "Filter alerts by route ID (e.g. \"Red\", \"Green-B\", \"1\", \"CR-Providence\"). Use mbta-transit.routes to get IDs."
    },
    "effect": {
      "enum": [
        "ACCESS_ISSUE",
        "ADDITIONAL_SERVICE",
        "CANCELLATION",
        "DELAY",
        "DETOUR",
        "DOCK_CLOSURE",
        "DOCK_ISSUE",
        "EXTRA_SERVICE",
        "FACILITY_ISSUE",
        "MODIFIED_SERVICE",
        "NO_SERVICE",
        "OTHER_EFFECT",
        "PARKING_CLOSURE",
        "PARKING_ISSUE",
        "POLICY_CHANGE",
        "SCHEDULE_CHANGE",
        "SERVICE_CHANGE",
        "SHUTTLE",
        "SNOW_ROUTE",
        "STATION_CLOSURE",
        "STATION_ISSUE",
        "STOP_CLOSURE",
        "STOP_MOVE",
        "STOP_SHOVELING",
        "SUMMARY",
        "SUSPENSION",
        "TRACK_CHANGE"
      ],
      "type": "string",
      "description": "Filter by disruption effect type: \"DELAY\", \"CANCELLATION\", \"SUSPENSION\", \"SHUTTLE\", \"DETOUR\", \"STATION_CLOSURE\", etc."
    },
    "severity": {
      "type": "integer",
      "maximum": 10,
      "minimum": 0,
      "description": "Minimum severity level 0–10: 0–3=informational, 4–6=minor disruption, 7–8=moderate, 9–10=major/shutdown. Omit for all."
    },
    "lifecycle": {
      "enum": [
        "NEW",
        "ONGOING",
        "ONGOING_UPCOMING",
        "UPCOMING"
      ],
      "type": "string",
      "description": "Filter by alert lifecycle: \"ONGOING\" (active now), \"UPCOMING\" (future planned), \"NEW\" (just created)"
    }
  },
  "additionalProperties": false
}

mbta.transit.predictions

Get real-time arrival and departure predictions for Boston MBTA stops — live vehicle tracking data for subway, bus, commuter rail, and ferry. Returns predicted arrival_time, departure_time (ISO 8601), direction, status (e.g. "Boarding"), schedule relationship (SCHEDULED/SKIPPED/NO_DATA), and associated route, stop, trip, and vehicle IDs. Requires at least one filter: stop ID (e.g. "place-sstat" for South Station, "place-pktrm" for Park Street) or route ID. Use direction_id to filter inbound (1) vs outbound (0). MassDOT Open Data License, real-time live data, no upstream cost.

read-only

Argument	Type	Description
stop	string	Stop or station ID for arrival/departure predictions (e.g. "place-sstat" for South Station, "place-pktrm" for Park Street). Use mbta-transit.stops to find stop IDs.
limit	integer	Maximum number of predictions to return (default 10, max 50). Each prediction is one scheduled stop for one vehicle.
route	string	Route ID to get predictions for (e.g. "Red", "Green-B", "1"). At least one of stop or route is required.
direction_id	integer	Filter by direction: 0=outbound (away from downtown/terminus), 1=inbound (toward downtown/terminus). See mbta-transit.routes for direction names.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "stop": {
      "type": "string",
      "description": "Stop or station ID for arrival/departure predictions (e.g. \"place-sstat\" for South Station, \"place-pktrm\" for Park Street). Use mbta-transit.stops to find stop IDs."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of predictions to return (default 10, max 50). Each prediction is one scheduled stop for one vehicle."
    },
    "route": {
      "type": "string",
      "description": "Route ID to get predictions for (e.g. \"Red\", \"Green-B\", \"1\"). At least one of stop or route is required."
    },
    "direction_id": {
      "type": "integer",
      "maximum": 1,
      "minimum": 0,
      "description": "Filter by direction: 0=outbound (away from downtown/terminus), 1=inbound (toward downtown/terminus). See mbta-transit.routes for direction names."
    }
  },
  "additionalProperties": false
}

mbta.transit.routes

List Boston MBTA transit routes by type — subway (Red/Orange/Blue/Green lines), commuter rail (Providence, Fairmount, etc.), bus, and ferry. Returns route ID, long name, type label, direction names and destinations, fare class, and brand color. Route IDs returned here are used as filter inputs for mbta-transit.stops, mbta-transit.alerts, and mbta-transit.predictions. Filter by type: 0=Light Rail, 1=Heavy Rail/Subway, 2=Commuter Rail, 3=Bus, 4=Ferry. MassDOT Open Data License, no upstream cost.

read-only

Argument	Type	Description
sort	string	Sort order: "sort_order" (default MBTA order), "long_name" alphabetical, prefix "-" for descending
type	string	Filter by route type: 0=Light Rail, 1=Heavy Rail/Subway, 2=Commuter Rail, 3=Bus, 4=Ferry. Omit for all types.
limit	integer	Maximum number of routes to return (default 50, max 100)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "long_name",
        "-long_name",
        "sort_order",
        "-sort_order",
        "type",
        "-type"
      ],
      "type": "string",
      "description": "Sort order: \"sort_order\" (default MBTA order), \"long_name\" alphabetical, prefix \"-\" for descending"
    },
    "type": {
      "enum": [
        "0",
        "1",
        "2",
        "3",
        "4"
      ],
      "type": "string",
      "description": "Filter by route type: 0=Light Rail, 1=Heavy Rail/Subway, 2=Commuter Rail, 3=Bus, 4=Ferry. Omit for all types."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of routes to return (default 50, max 100)"
    }
  },
  "additionalProperties": false
}

mbta.transit.stops

Find Boston MBTA stops and stations — filter by route ID or by geographic coordinates + radius. Returns stop ID, name, latitude/longitude, municipality, vehicle type, platform info, and wheelchair boarding status. Stop IDs returned here are used as filter inputs for mbta-transit.alerts and mbta-transit.predictions. Use location_type=1 to return only major stations (parent stops); location_type=0 for individual platforms. Example: route="Red" returns all 22 Red Line stops from Alewife to Braintree/Ashmont. MassDOT Open Data License, no upstream cost.

read-only

Argument	Type	Description
limit	integer	Maximum number of stops to return (default 25, max 100)
route	string	Filter stops by route ID (e.g. "Red" for Red Line, "1" for Route 1 bus, "CR-Fairmount" for commuter rail). Use mbta-transit.routes to get route IDs.
radius	number	Search radius in degrees around lat/lon (approx 0.01° ≈ 1 km). Use with latitude+longitude.
latitude	number	Center latitude for proximity search. Must be paired with longitude and radius (e.g. 42.3601 for Boston)
longitude	number	Center longitude for proximity search. Must be paired with latitude and radius (e.g. -71.0589 for Boston)
location_type	string	Filter by location type: 0=individual stop/platform, 1=station (parent), 2=station entrance/exit

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of stops to return (default 25, max 100)"
    },
    "route": {
      "type": "string",
      "description": "Filter stops by route ID (e.g. \"Red\" for Red Line, \"1\" for Route 1 bus, \"CR-Fairmount\" for commuter rail). Use mbta-transit.routes to get route IDs."
    },
    "radius": {
      "type": "number",
      "maximum": 1,
      "minimum": 0,
      "description": "Search radius in degrees around lat/lon (approx 0.01° ≈ 1 km). Use with latitude+longitude."
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Center latitude for proximity search. Must be paired with longitude and radius (e.g. 42.3601 for Boston)"
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Center longitude for proximity search. Must be paired with latitude and radius (e.g. -71.0589 for Boston)"
    },
    "location_type": {
      "enum": [
        "0",
        "1",
        "2"
      ],
      "type": "string",
      "description": "Filter by location type: 0=individual stop/platform, 1=station (parent), 2=station entrance/exit"
    }
  },
  "additionalProperties": false
}

media.imgflip.caption

⚡ ACTION: Generate a captioned meme image from a template ID + top/bottom text. Returns direct image URL. Use imgflip.memes to find template IDs. 100K+ templates available (Imgflip)

Argument	Type	Description
top_text	string	Top text on the meme
bottom_text	string	Bottom text on the meme
template_id*	string	Meme template ID from imgflip.memes (e.g. "181913649" for Drake Hotline Bling, "87743020" for Two Buttons)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "template_id"
  ],
  "properties": {
    "top_text": {
      "type": "string",
      "description": "Top text on the meme"
    },
    "bottom_text": {
      "type": "string",
      "description": "Bottom text on the meme"
    },
    "template_id": {
      "type": "string",
      "description": "Meme template ID from imgflip.memes (e.g. \"181913649\" for Drake Hotline Bling, \"87743020\" for Two Buttons)"
    }
  },
  "additionalProperties": false
}

media.imgflip.memes

Get top 100 popular meme templates — Drake Hotline Bling, Two Buttons, Distracted Boyfriend, and more. Returns template ID, name, image URL, box count. Use IDs with imgflip.caption to generate memes (Imgflip)

read-only

Argument	Type	Description
search	string	Optional: filter memes by name (client-side). Returns top 100 popular meme templates.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "search": {
      "type": "string",
      "description": "Optional: filter memes by name (client-side). Returns top 100 popular meme templates."
    }
  },
  "additionalProperties": false
}

media.loc.collections

Browse Library of Congress digital collections — Civil War Photographs, Geography & Map Division, Rosa Parks Papers, etc. Returns collection slugs needed for filtered search. LOC public domain

read-only

Argument	Type	Description
limit	integer	Max collections to return (default 20, max 50).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max collections to return (default 20, max 50)."
    }
  },
  "additionalProperties": false
}

media.loc.item

Get full metadata + asset URLs (image, audio, PDF) for a Library of Congress item by its ID or full LOC URL. Includes rights, contributors, subjects, and digitized resource list. LOC public domain

read-only

Argument	Type	Description
item_id*	string	Library of Congress item ID or full LOC URL (e.g. "item/2003675333" or "https://www.loc.gov/item/2003675333/"). Returns metadata + asset URLs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "item_id"
  ],
  "properties": {
    "item_id": {
      "type": "string",
      "minLength": 1,
      "description": "Library of Congress item ID or full LOC URL (e.g. \"item/2003675333\" or \"https://www.loc.gov/item/2003675333/\"). Returns metadata + asset URLs."
    }
  },
  "additionalProperties": false
}

media.loc.search

Search 415K+ digitized historical items at LOC (photos, manuscripts, maps, newspapers, films, rare books). Filter by online format (image/audio/video/text/web archive) or collection slug. Public domain by US statute (17 USC §105)

read-only

Argument	Type	Description
page	integer	Page number for pagination (1-based).
limit	integer	Results per page (default 20, max 50).
query*	string	Free-text search across LOC's 415K+ digitized items (e.g. "civil war", "suffrage", "lincoln").
format	string	Optional filter by online format — image, audio, film/video, online text, or web archive.
collection	string	Optional collection slug to scope the search (e.g. "rosa-parks-papers").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (1-based)."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 20, max 50)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Free-text search across LOC's 415K+ digitized items (e.g. \"civil war\", \"suffrage\", \"lincoln\")."
    },
    "format": {
      "enum": [
        "image",
        "audio",
        "film, video",
        "online text",
        "web archive"
      ],
      "type": "string",
      "description": "Optional filter by online format — image, audio, film/video, online text, or web archive."
    },
    "collection": {
      "type": "string",
      "description": "Optional collection slug to scope the search (e.g. \"rosa-parks-papers\")."
    }
  },
  "additionalProperties": false
}

media.pexels.curated

Hand-picked high-quality curated photos from Pexels — updated daily. Returns photographer, multiple sizes, Pexels URL. Perfect for featured images and hero sections (Pexels)

read-only

Argument	Type	Description
page	integer	Page number
limit	integer	Number of curated photos (default 10, max 80)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number"
    },
    "limit": {
      "type": "integer",
      "maximum": 80,
      "minimum": 1,
      "description": "Number of curated photos (default 10, max 80)"
    }
  },
  "additionalProperties": false
}

media.pexels.search_photos

Search curated free stock photos by keyword — filter by orientation (landscape/portrait/square), color, size. Returns multiple resolutions (original to tiny), photographer name, Pexels URL. Free for commercial use (Pexels)

read-only

Argument	Type	Description
page	integer	Page number for pagination
size	string	Minimum photo size
color	string	Color filter (e.g. "red", "blue", "green", "yellow", "orange", "white", "black")
limit	integer	Results per page (default 10, max 80)
query*	string	Search term (e.g. "sunset beach", "office meeting", "technology")
orientation	string	Photo orientation filter

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination"
    },
    "size": {
      "enum": [
        "large",
        "medium",
        "small"
      ],
      "type": "string",
      "description": "Minimum photo size"
    },
    "color": {
      "type": "string",
      "description": "Color filter (e.g. \"red\", \"blue\", \"green\", \"yellow\", \"orange\", \"white\", \"black\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 80,
      "minimum": 1,
      "description": "Results per page (default 10, max 80)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search term (e.g. \"sunset beach\", \"office meeting\", \"technology\")"
    },
    "orientation": {
      "enum": [
        "landscape",
        "portrait",
        "square"
      ],
      "type": "string",
      "description": "Photo orientation filter"
    }
  },
  "additionalProperties": false
}

media.pexels.search_videos

Search free stock videos by keyword — returns HD/SD video files with dimensions, duration, download URLs. Free for commercial use (Pexels)

read-only

Argument	Type	Description
size	string	Minimum video size
limit	integer	Results per page (default 10, max 80)
query*	string	Search term for videos (e.g. "nature timelapse", "city traffic", "cooking")
orientation	string	Video orientation

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "size": {
      "enum": [
        "large",
        "medium",
        "small"
      ],
      "type": "string",
      "description": "Minimum video size"
    },
    "limit": {
      "type": "integer",
      "maximum": 80,
      "minimum": 1,
      "description": "Results per page (default 10, max 80)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search term for videos (e.g. \"nature timelapse\", \"city traffic\", \"cooking\")"
    },
    "orientation": {
      "enum": [
        "landscape",
        "portrait",
        "square"
      ],
      "type": "string",
      "description": "Video orientation"
    }
  },
  "additionalProperties": false
}

media.podcast.details

Full metadata for a single podcast — title, author, description, RSS URL, artwork, language, categories, episode count, last update time, funding links (PodcastIndex)

read-only

Argument	Type	Description
id*	integer	PodcastIndex feed ID to retrieve full metadata for

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "PodcastIndex feed ID to retrieve full metadata for"
    }
  },
  "additionalProperties": false
}

media.podcast.episodes

List recent episodes for a podcast by feed ID — title, description, publish date, audio URL, duration, season/episode numbers. Use feed ID from search or trending results (PodcastIndex)

read-only

Argument	Type	Description
id*	integer	PodcastIndex feed ID (from search or trending results)
max	integer	Number of episodes to return (default 20, max 100)
since	integer	Unix timestamp — only return episodes published after this time

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "PodcastIndex feed ID (from search or trending results)"
    },
    "max": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of episodes to return (default 20, max 100)"
    },
    "since": {
      "type": "integer",
      "description": "Unix timestamp — only return episodes published after this time"
    }
  },
  "additionalProperties": false
}

media.podcast.search

Search 4M+ podcasts by keyword — returns title, author, description, artwork, episode count, language, categories, RSS feed URL. Open directory covering all languages and countries (PodcastIndex)

read-only

Argument	Type	Description
q*	string	Search term or phrase (e.g. "artificial intelligence", "Lex Fridman", "true crime")
cat	string	Filter by category name (e.g. "Technology", "News", "Comedy", "Business")
max	integer	Max results to return (default 20, max 100)
lang	string	Filter by language code (e.g. "en", "de", "es", "ja")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 2,
      "description": "Search term or phrase (e.g. \"artificial intelligence\", \"Lex Fridman\", \"true crime\")"
    },
    "cat": {
      "type": "string",
      "description": "Filter by category name (e.g. \"Technology\", \"News\", \"Comedy\", \"Business\")"
    },
    "max": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max results to return (default 20, max 100)"
    },
    "lang": {
      "type": "string",
      "description": "Filter by language code (e.g. \"en\", \"de\", \"es\", \"ja\")"
    }
  },
  "additionalProperties": false
}

media.podcast.trending

Currently trending podcasts globally — ranked by recent episode engagement. Filter by language and category. Returns title, author, artwork, trending score, episode count (PodcastIndex)

read-only

Argument	Type	Description
cat	string	Filter by category (e.g. "Technology", "News")
max	integer	Number of trending podcasts (default 20, max 100)
lang	string	Filter by language code (e.g. "en")
since	integer	Unix timestamp — only include podcasts with new episodes since this time

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "cat": {
      "type": "string",
      "description": "Filter by category (e.g. \"Technology\", \"News\")"
    },
    "max": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of trending podcasts (default 20, max 100)"
    },
    "lang": {
      "type": "string",
      "description": "Filter by language code (e.g. \"en\")"
    },
    "since": {
      "type": "integer",
      "description": "Unix timestamp — only include podcasts with new episodes since this time"
    }
  },
  "additionalProperties": false
}

medlineplus.clinical.icd10_lookup

Look up patient-friendly health information for an ICD-10-CM diagnosis code via the NLM MedlinePlus Connect service. Returns MedlinePlus topic titles, URLs, and plain-language summaries for conditions matching the code (e.g. E11 → Type 2 Diabetes, J18.9 → Pneumonia, I21 → Myocardial Infarction). Supports English and Spanish responses (language=es). Used in EHR/clinical contexts to link clinical codes to patient education materials. Source: US NLM MedlinePlus Connect — public domain, no auth, unlimited free.

read-only

Argument	Type	Description
code*	string	ICD-10-CM diagnosis code to look up (e.g. E11 for Type 2 Diabetes, J18.9 for Pneumonia).
language	string	Response language: en (English) or es (Spanish). Default: en.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "description": "ICD-10-CM diagnosis code to look up (e.g. E11 for Type 2 Diabetes, J18.9 for Pneumonia)."
    },
    "language": {
      "enum": [
        "en",
        "es"
      ],
      "type": "string",
      "default": "en",
      "description": "Response language: en (English) or es (Spanish). Default: en."
    }
  },
  "additionalProperties": false
}

medlineplus.clinical.icd9_lookup

Look up patient-friendly health information for an ICD-9-CM diagnosis code via the NLM MedlinePlus Connect service. Returns MedlinePlus topic titles, URLs, and plain-language summaries for conditions matching the code (e.g. 250 → Diabetes mellitus, 410 → Acute myocardial infarction). Useful for legacy EHR systems still using ICD-9-CM coding. Supports English and Spanish responses (language=es). Source: US NLM MedlinePlus Connect — public domain, no auth, unlimited free.

read-only

Argument	Type	Description
code*	string	ICD-9-CM diagnosis code to look up (e.g. 250 for Diabetes mellitus).
language	string	Response language: en (English) or es (Spanish). Default: en.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "description": "ICD-9-CM diagnosis code to look up (e.g. 250 for Diabetes mellitus)."
    },
    "language": {
      "enum": [
        "en",
        "es"
      ],
      "type": "string",
      "default": "en",
      "description": "Response language: en (English) or es (Spanish). Default: en."
    }
  },
  "additionalProperties": false
}

medlineplus.clinical.rxnorm_lookup

Look up patient-friendly drug information for an RxNorm concept ID (RXCUI) via the NLM MedlinePlus Connect service. Returns MedlinePlus drug topic titles, URLs, and plain-language summaries for medications matching the concept (e.g. 161 → Aspirin, 5640 → Ibuprofen, 723 → Metformin, 29046 → Lisinopril, 41493 → Atorvastatin). Provide the optional display_name to improve match accuracy. Supports English and Spanish responses (language=es). Source: US NLM MedlinePlus Connect — public domain, no auth, unlimited free.

read-only

Argument	Type	Description
rxcui*	string	RxNorm concept unique identifier (RXCUI) for the drug (e.g. 161 for Aspirin, 5640 for Ibuprofen, 723 for Metformin).
language	string	Response language: en (English) or es (Spanish). Default: en.
display_name	string	Human-readable drug name (optional, improves matching). Example: "Metformin".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "rxcui"
  ],
  "properties": {
    "rxcui": {
      "type": "string",
      "description": "RxNorm concept unique identifier (RXCUI) for the drug (e.g. 161 for Aspirin, 5640 for Ibuprofen, 723 for Metformin)."
    },
    "language": {
      "enum": [
        "en",
        "es"
      ],
      "type": "string",
      "default": "en",
      "description": "Response language: en (English) or es (Spanish). Default: en."
    },
    "display_name": {
      "type": "string",
      "description": "Human-readable drug name (optional, improves matching). Example: \"Metformin\"."
    }
  },
  "additionalProperties": false
}

medlineplus.clinical.snomed_lookup

Look up patient-friendly health information for a SNOMED CT clinical concept via the NLM MedlinePlus Connect service. Returns MedlinePlus topic titles, URLs, and plain-language summaries for conditions matching the concept (e.g. 44054006 → Diabetes mellitus type 2, 22298006 → Myocardial infarction, 195967001 → Asthma). Provide the optional display_name to improve match accuracy. Supports English and Spanish responses (language=es). Source: US NLM MedlinePlus Connect — public domain, no auth, unlimited free.

read-only

Argument	Type	Description
code*	string	SNOMED CT concept ID to look up (e.g. 44054006 for Diabetes mellitus type 2, 22298006 for Myocardial infarction).
language	string	Response language: en (English) or es (Spanish). Default: en.
display_name	string	Human-readable SNOMED concept name (optional, improves matching). Example: "Diabetes mellitus".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "description": "SNOMED CT concept ID to look up (e.g. 44054006 for Diabetes mellitus type 2, 22298006 for Myocardial infarction)."
    },
    "language": {
      "enum": [
        "en",
        "es"
      ],
      "type": "string",
      "default": "en",
      "description": "Response language: en (English) or es (Spanish). Default: en."
    },
    "display_name": {
      "type": "string",
      "description": "Human-readable SNOMED concept name (optional, improves matching). Example: \"Diabetes mellitus\"."
    }
  },
  "additionalProperties": false
}

messaging.telegram.get_chat

Get info about a Telegram chat — title, type (private/group/supergroup/channel), description, member count, invite link, username (Telegram Bot API)

read-only

Argument	Type	Description
chat_id*	string \| number	Chat ID or @username to get info about

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "chat_id"
  ],
  "properties": {
    "chat_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Chat ID or @username to get info about"
    }
  },
  "additionalProperties": false
}

messaging.telegram.get_updates

Get recent incoming messages and events for the bot — new messages, user info, chat type. Use offset to get only new updates since last check (Telegram Bot API)

read-only

Argument	Type	Description
limit	integer	Number of updates to retrieve (default 10, max 100)
offset	integer	Update ID offset — pass last update_id + 1 to get only new updates

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of updates to retrieve (default 10, max 100)"
    },
    "offset": {
      "type": "integer",
      "description": "Update ID offset — pass last update_id + 1 to get only new updates"
    }
  },
  "additionalProperties": false
}

messaging.telegram.send_document

⚡ ACTION: Send a file/document to a Telegram chat — PDF, CSV, ZIP, any format up to 50MB. Perfect for sending reports, data exports, generated files (Telegram Bot API)

destructive

Argument	Type	Description
caption	string	Document caption
chat_id*	string \| number	Target chat ID or @channel_username
document*	string	Document URL (https://...) — PDF, CSV, ZIP, etc.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "chat_id",
    "document"
  ],
  "properties": {
    "caption": {
      "type": "string",
      "maxLength": 1024,
      "description": "Document caption"
    },
    "chat_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Target chat ID or @channel_username"
    },
    "document": {
      "type": "string",
      "description": "Document URL (https://...) — PDF, CSV, ZIP, etc."
    }
  },
  "additionalProperties": false
}

messaging.telegram.send_message

⚡ ACTION: Send a text message to a Telegram user or group chat. Supports Markdown (*bold*, _italic_, `code`, [link](url)) and HTML formatting. Max 4096 chars. Perfect for alerts, notifications, reports (Telegram Bot API)

destructive

Argument	Type	Description
text*	string	Message text (max 4096 chars). Supports Markdown: bold, _italic_, `code`, [link](url)
chat_id*	string \| number	Telegram chat ID (number) or @channel_username (string). Get from get_updates or manually
parse_mode	string	Text formatting: "Markdown" or "HTML" (default plain text)
disable_notification	boolean	Send silently without notification sound (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "chat_id",
    "text"
  ],
  "properties": {
    "text": {
      "type": "string",
      "maxLength": 4096,
      "minLength": 1,
      "description": "Message text (max 4096 chars). Supports Markdown: *bold*, _italic_, `code`, [link](url)"
    },
    "chat_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Telegram chat ID (number) or @channel_username (string). Get from get_updates or manually"
    },
    "parse_mode": {
      "enum": [
        "Markdown",
        "HTML"
      ],
      "type": "string",
      "description": "Text formatting: \"Markdown\" or \"HTML\" (default plain text)"
    },
    "disable_notification": {
      "type": "boolean",
      "description": "Send silently without notification sound (default false)"
    }
  },
  "additionalProperties": false
}

messaging.telegram.send_photo

⚡ ACTION: Send a photo to a Telegram chat with optional caption. Provide image URL — supports JPG, PNG, GIF up to 10MB (Telegram Bot API)

destructive

Argument	Type	Description
photo*	string	Photo URL (https://...) or Telegram file_id from previous upload
caption	string	Photo caption (max 1024 chars)
chat_id*	string \| number	Target chat ID or @channel_username

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "chat_id",
    "photo"
  ],
  "properties": {
    "photo": {
      "type": "string",
      "description": "Photo URL (https://...) or Telegram file_id from previous upload"
    },
    "caption": {
      "type": "string",
      "maxLength": 1024,
      "description": "Photo caption (max 1024 chars)"
    },
    "chat_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Target chat ID or @channel_username"
    }
  },
  "additionalProperties": false
}

met.art.details

Get full details for a Met Museum artwork by object ID — title, artist, date, medium, dimensions, department, culture, provenance, high-res image URLs, public domain status. Use met.search to find object IDs first (Met Museum, CC0)

read-only

Argument	Type	Description
object_id*	integer	Met Museum object ID (e.g. 436524 for Van Gogh Sunflowers, 45734 for Washington Crossing the Delaware). Use met.search to find IDs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "object_id"
  ],
  "properties": {
    "object_id": {
      "type": "integer",
      "minimum": 1,
      "description": "Met Museum object ID (e.g. 436524 for Van Gogh Sunflowers, 45734 for Washington Crossing the Delaware). Use met.search to find IDs."
    }
  },
  "additionalProperties": false
}

met.art.search

Search 470,000+ artworks at The Metropolitan Museum of Art by keyword, artist, medium, department, date range, or geography. Returns object IDs — use met.details for full metadata and images. CC0 public domain (Met Museum)

read-only

Argument	Type	Description
query*	string	Search keyword — artist, title, medium, or subject (e.g. "monet", "sunflowers", "greek vase", "armor")
medium	string	Medium filter (e.g. "Paintings", "Sculpture", "Photographs", "Ceramics")
date_end	integer	End year for date range filter (e.g. 1900). Use with date_begin.
date_begin	integer	Start year for date range filter (e.g. 1800). Use with date_end.
has_images	boolean	Only return artworks with images (default: true)
geo_location	string	Geographic location filter (e.g. "France", "Japan", "Egypt")
department_id	integer	Department filter: 1=American Decorative Arts, 3=Ancient Near Eastern Art, 6=Asian Art, 9=Drawings and Prints, 11=European Paintings, 13=Greek and Roman Art, 17=Medieval Art, 21=Modern Art

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search keyword — artist, title, medium, or subject (e.g. \"monet\", \"sunflowers\", \"greek vase\", \"armor\")"
    },
    "medium": {
      "type": "string",
      "description": "Medium filter (e.g. \"Paintings\", \"Sculpture\", \"Photographs\", \"Ceramics\")"
    },
    "date_end": {
      "type": "integer",
      "description": "End year for date range filter (e.g. 1900). Use with date_begin."
    },
    "date_begin": {
      "type": "integer",
      "description": "Start year for date range filter (e.g. 1800). Use with date_end."
    },
    "has_images": {
      "type": "boolean",
      "description": "Only return artworks with images (default: true)"
    },
    "geo_location": {
      "type": "string",
      "description": "Geographic location filter (e.g. \"France\", \"Japan\", \"Egypt\")"
    },
    "department_id": {
      "type": "integer",
      "description": "Department filter: 1=American Decorative Arts, 3=Ancient Near Eastern Art, 6=Asian Art, 9=Drawings and Prints, 11=European Paintings, 13=Greek and Roman Art, 17=Medieval Art, 21=Modern Art"
    }
  },
  "additionalProperties": false
}

met.collection.browse

Browse all artworks in a Met Museum department by department ID, with pagination. Returns a page of object IDs — use met.details to fetch full artwork metadata for each ID. Use met.departments to get department IDs (e.g. 10=Egyptian Art, 11=European Paintings, 21=Modern Art). CC0 public domain (Met Museum)

read-only

Argument	Type	Description
page	integer	Page number for pagination (1-based, default 1). Each page returns up to 100 object IDs.
per_page	integer	Number of object IDs per page (1–100, default 50). Use with met.details to fetch artwork metadata.
department_id*	integer	Department ID to browse. Use met.departments to get IDs. Examples: 10=Egyptian Art, 11=European Paintings, 13=Greek and Roman Art, 21=Modern Art

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "department_id"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (1-based, default 1). Each page returns up to 100 object IDs."
    },
    "per_page": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of object IDs per page (1–100, default 50). Use with met.details to fetch artwork metadata."
    },
    "department_id": {
      "type": "integer",
      "minimum": 1,
      "description": "Department ID to browse. Use met.departments to get IDs. Examples: 10=Egyptian Art, 11=European Paintings, 13=Greek and Roman Art, 21=Modern Art"
    }
  },
  "additionalProperties": false
}

met.collection.departments

List all 19 curatorial departments at The Metropolitan Museum of Art with their IDs and names — American Decorative Arts, Egyptian Art, European Paintings, Greek and Roman Art, Modern Art, and more. Use department IDs with met.browse to explore a collection area or with met.search to filter searches. CC0 public domain (Met Museum)

read-only

Argument	Type	Description
sort_by	string	Sort order for the department list: "id" (numeric, default) or "name" (alphabetical)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort_by": {
      "enum": [
        "id",
        "name"
      ],
      "type": "string",
      "description": "Sort order for the department list: \"id\" (numeric, default) or \"name\" (alphabetical)"
    }
  },
  "additionalProperties": false
}

meteostat.observations.daily

Get a full calendar year of daily weather observations (temperature, precipitation, wind, pressure, sunshine, cloud cover) for a Meteostat weather station. Station ID comes from meteostat.stations_nearby. Data: Meteostat, aggregated from national weather services (CC BY 4.0), no auth required.

read-only

Argument	Type	Description
year*	integer	Calendar year to fetch daily observations for (e.g. 2024).
station_id*	string	Meteostat weather station ID, obtained from meteostat.stations_nearby.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id",
    "year"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "minimum": 1900,
      "description": "Calendar year to fetch daily observations for (e.g. 2024)."
    },
    "station_id": {
      "type": "string",
      "maxLength": 20,
      "minLength": 1,
      "description": "Meteostat weather station ID, obtained from meteostat.stations_nearby."
    }
  },
  "additionalProperties": false
}

meteostat.observations.hourly

Get hourly weather observations (temperature, humidity, precipitation, wind, pressure, cloud cover, weather condition code) for a Meteostat weather station over a date range of up to 7 days within a single calendar year. Station ID comes from meteostat.stations_nearby. Use meteostat.daily_data for longer time spans. Data: Meteostat (CC BY 4.0), no auth required.

read-only

Argument	Type	Description
end_date*	string	End of the date range in YYYY-MM-DD format (inclusive). Must be within 7 days of start_date and in the same calendar year — use meteostat.daily_data for longer spans.
start_date*	string	Start of the date range in YYYY-MM-DD format (inclusive).
station_id*	string	Meteostat weather station ID, obtained from meteostat.stations_nearby.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id",
    "start_date",
    "end_date"
  ],
  "properties": {
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End of the date range in YYYY-MM-DD format (inclusive). Must be within 7 days of start_date and in the same calendar year — use meteostat.daily_data for longer spans."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start of the date range in YYYY-MM-DD format (inclusive)."
    },
    "station_id": {
      "type": "string",
      "maxLength": 20,
      "minLength": 1,
      "description": "Meteostat weather station ID, obtained from meteostat.stations_nearby."
    }
  },
  "additionalProperties": false
}

meteostat.observations.monthly

Get the full monthly weather history (mean/min/max temperature, precipitation, pressure, sunshine) for a Meteostat weather station — can span many decades for long-running stations. Station ID comes from meteostat.stations_nearby. Data: Meteostat (CC BY 4.0), no auth required.

read-only

Argument	Type	Description
station_id*	string	Meteostat weather station ID, obtained from meteostat.stations_nearby. Returns the full monthly history available for the station (may span decades).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "station_id": {
      "type": "string",
      "maxLength": 20,
      "minLength": 1,
      "description": "Meteostat weather station ID, obtained from meteostat.stations_nearby. Returns the full monthly history available for the station (may span decades)."
    }
  },
  "additionalProperties": false
}

meteostat.stations.info

Get metadata for a Meteostat weather station by ID: name, country/region, coordinates, timezone, and the date ranges of available hourly/daily/monthly data. Station ID comes from meteostat.stations_nearby. Data: Meteostat (CC BY 4.0), no auth required.

read-only

Argument	Type	Description
station_id*	string	Meteostat weather station ID (e.g. "10637" for Frankfurt Airport), obtained from meteostat.stations_nearby.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "station_id": {
      "type": "string",
      "maxLength": 20,
      "minLength": 1,
      "description": "Meteostat weather station ID (e.g. \"10637\" for Frankfurt Airport), obtained from meteostat.stations_nearby."
    }
  },
  "additionalProperties": false
}

meteostat.stations.nearby

Find Meteostat weather stations near a latitude/longitude coordinate, sorted by distance. Returns station IDs to use with station_info and the daily/monthly/hourly observation tools. Data: Meteostat open station directory (CC BY 4.0), no auth required.

read-only

Argument	Type	Description
lat*	number	Latitude of the search point (WGS84 decimal degrees).
lon*	number	Longitude of the search point (WGS84 decimal degrees).
limit	integer	Maximum number of stations to return, nearest first (default 10, max 50).
radius_km	number	Search radius in kilometers (default 100, max 500).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the search point (WGS84 decimal degrees)."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the search point (WGS84 decimal degrees)."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of stations to return, nearest first (default 10, max 50)."
    },
    "radius_km": {
      "type": "number",
      "maximum": 500,
      "minimum": 1,
      "description": "Search radius in kilometers (default 100, max 500)."
    }
  },
  "additionalProperties": false
}

metno.astronomy.sunrise

Get precise sunrise, sunset, solar noon, and solar midnight times for any global coordinate and date from the Norwegian Meteorological Institute Sunrise 3.0 API. For the Sun: returns sunrise time + azimuth, sunset time + azimuth, solar noon elevation and visibility. For the Moon: returns moonrise, moonset, high moon, low moon, and lunar phase (0–360°). Supports UTC offset for local time output. Global coverage; handles polar day/night (midnight sun / polar night). CC BY 4.0 + NLOD 2.0, no auth, no upstream cost.

read-only

Argument	Type	Description
lat*	number	Latitude in decimal degrees (e.g. 59.91 for Oslo, 51.5 for London)
lon*	number	Longitude in decimal degrees (e.g. 10.75 for Oslo, -0.12 for London)
body	string	Celestial body: "sun" returns sunrise/sunset/solarnoon (default), "moon" returns moonrise/moonset/phase.
date*	string	Date to compute times for in ISO 8601 format YYYY-MM-DD (e.g. "2026-06-24")
offset	string	UTC offset for local time output in ±HH:MM format (e.g. "+02:00" for CEST). Defaults to UTC.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon",
    "date"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude in decimal degrees (e.g. 59.91 for Oslo, 51.5 for London)"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude in decimal degrees (e.g. 10.75 for Oslo, -0.12 for London)"
    },
    "body": {
      "enum": [
        "sun",
        "moon"
      ],
      "type": "string",
      "description": "Celestial body: \"sun\" returns sunrise/sunset/solarnoon (default), \"moon\" returns moonrise/moonset/phase."
    },
    "date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Date to compute times for in ISO 8601 format YYYY-MM-DD (e.g. \"2026-06-24\")"
    },
    "offset": {
      "type": "string",
      "description": "UTC offset for local time output in ±HH:MM format (e.g. \"+02:00\" for CEST). Defaults to UTC."
    }
  },
  "additionalProperties": false
}

metno.weather.alerts

Get all active weather alerts issued by the Norwegian Meteorological Institute for Norway. Alerts cover events such as gale, storm, heavy rain, snow, ice, avalanche, and fog. Each alert includes event type, awareness level (green/yellow/orange/red), severity, certainty, affected counties, description, consequences, and valid time interval. Filter by event type slug (wind, rain, snow, ice, fog, avalanche) or by county name. Returns English or Norwegian text. CC BY 4.0 + NLOD 2.0, no auth, no upstream cost.

read-only

Argument	Type	Description
lang	string	Language for alert text. "en" = English (default), "no" = Norwegian.
county	string	Filter alerts by Norwegian county name substring (e.g. "Oslo", "Viken", "Troms"). Case-insensitive partial match.
event_type	string	Filter by event type slug (e.g. "wind", "rain", "snow", "ice", "fog", "avalanche"). Leave empty for all active alerts.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lang": {
      "enum": [
        "en",
        "no"
      ],
      "type": "string",
      "description": "Language for alert text. \"en\" = English (default), \"no\" = Norwegian."
    },
    "county": {
      "type": "string",
      "description": "Filter alerts by Norwegian county name substring (e.g. \"Oslo\", \"Viken\", \"Troms\"). Case-insensitive partial match."
    },
    "event_type": {
      "type": "string",
      "description": "Filter by event type slug (e.g. \"wind\", \"rain\", \"snow\", \"ice\", \"fog\", \"avalanche\"). Leave empty for all active alerts."
    }
  },
  "additionalProperties": false
}

metno.weather.forecast

Get a 9-day (216-hour) hourly weather forecast for any global lat/lon point from the Norwegian Meteorological Institute Locationforecast 2.0 model. Returns air temperature, wind speed/direction/gusts, cloud cover, humidity, pressure, UV index, precipitation amounts and probability, and symbolic weather codes (e.g. clearsky_day, rain). Global coverage. CC BY 4.0 + NLOD 2.0, no auth, no upstream cost.

read-only

Argument	Type	Description
lat*	number	Latitude in decimal degrees (e.g. 59.91 for Oslo, -33.87 for Sydney)
lon*	number	Longitude in decimal degrees (e.g. 10.75 for Oslo, 151.21 for Sydney)
hours	integer	Number of hourly forecast entries to return (1–216, default 48). Full 9-day range = 216.
altitude	integer	Station altitude in metres above sea level. Improves pressure correction.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude in decimal degrees (e.g. 59.91 for Oslo, -33.87 for Sydney)"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude in decimal degrees (e.g. 10.75 for Oslo, 151.21 for Sydney)"
    },
    "hours": {
      "type": "integer",
      "maximum": 216,
      "minimum": 1,
      "description": "Number of hourly forecast entries to return (1–216, default 48). Full 9-day range = 216."
    },
    "altitude": {
      "type": "integer",
      "maximum": 9000,
      "minimum": 0,
      "description": "Station altitude in metres above sea level. Improves pressure correction."
    }
  },
  "additionalProperties": false
}

metno.weather.nowcast

Get a short-term precipitation nowcast with 5-minute intervals for the next ~2 hours from the Norwegian Meteorological Institute Nowcast 2.0 radar model. Returns precipitation rate, air temperature, wind speed/direction/gusts, relative humidity, UV index, and weather symbol codes. Coverage: Norway and Scandinavia (approx 53–90°N, 20°W–40°E). Ideal for hyperlocal outdoor activity planning, event logistics, and real-time rainfall monitoring. CC BY 4.0 + NLOD 2.0, no auth, no upstream cost.

read-only

Argument	Type	Description
lat*	number	Latitude in decimal degrees. Coverage: Norway and Scandinavia (approx 53–90°N).
lon*	number	Longitude in decimal degrees. Coverage: Norway and Scandinavia (approx −20–40°E).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": 53,
      "description": "Latitude in decimal degrees. Coverage: Norway and Scandinavia (approx 53–90°N)."
    },
    "lon": {
      "type": "number",
      "maximum": 40,
      "minimum": -20,
      "description": "Longitude in decimal degrees. Coverage: Norway and Scandinavia (approx −20–40°E)."
    }
  },
  "additionalProperties": false
}

mfapi.nav.history

Get historical Net Asset Value (NAV) records for an India mutual fund scheme, most recent first. Returns daily NAV values in Indian Rupees (INR) with dates. Some schemes have 20+ years of history. Useful for performance analysis, CAGR calculations, SIP return modelling, and trend visualization. Limit parameter controls how many records are returned (default 100, max 1000). Use mfapi.schemes.search to find the scheme_code for a fund by name. Data source: MFAPI (api.mfapi.in), MIT license, no authentication required.

read-only

Argument	Type	Description
limit	integer	Maximum number of historical NAV records to return, most recent first (1–1000, default 100)
scheme_code*	integer	AMFI scheme code (integer). Use mfapi.scheme_search to find the code for a fund.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "scheme_code"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of historical NAV records to return, most recent first (1–1000, default 100)"
    },
    "scheme_code": {
      "type": "integer",
      "description": "AMFI scheme code (integer). Use mfapi.scheme_search to find the code for a fund.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

mfapi.nav.latest

Get the most recent Net Asset Value (NAV) for an India mutual fund scheme by its AMFI scheme code. Returns the NAV in Indian Rupees (INR), the date of the NAV, and full scheme metadata including fund house, scheme type (Open/Close Ended), scheme category (Equity/Debt/Hybrid), and ISIN. NAVs are published by AMFI daily on business days; the returned date reflects the last published value. Use mfapi.schemes.search to find the scheme_code for a fund by name. Data source: MFAPI (api.mfapi.in), MIT license, no authentication required.

read-only

Argument	Type	Description
scheme_code*	integer	AMFI scheme code (integer). Use mfapi.scheme_search to find the code for a fund.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "scheme_code"
  ],
  "properties": {
    "scheme_code": {
      "type": "integer",
      "description": "AMFI scheme code (integer). Use mfapi.scheme_search to find the code for a fund.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

mfapi.schemes.list

Paginated list of all 37,000+ AMFI-registered India mutual fund schemes. Returns scheme codes, names, and ISIN identifiers for each page. Useful for bulk enumeration or building fund directories. Use mfapi.schemes.search for keyword-based lookup instead of iterating all pages. Data source: MFAPI (api.mfapi.in), MIT license, no authentication required.

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 1)
per_page	integer	Number of schemes per page (1–200, default 50)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)"
    },
    "per_page": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of schemes per page (1–200, default 50)"
    }
  },
  "additionalProperties": false
}

mfapi.schemes.search

Search across 37,000+ AMFI-registered India mutual fund schemes by name keyword. Returns matching scheme codes, names, and ISIN identifiers. Use the returned scheme_code to fetch current or historical NAV data. Supports partial matches — searching "HDFC" returns all HDFC schemes; "mid cap" returns all mid-cap funds. Data source: MFAPI (api.mfapi.in), MIT license, no authentication required.

read-only

Argument	Type	Description
limit	integer	Maximum number of results to return (1–100, default 20)
query*	string	Keyword to filter scheme names (e.g. "HDFC", "SBI Bluechip", "mid cap")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1–100, default 20)"
    },
    "query": {
      "type": "string",
      "description": "Keyword to filter scheme names (e.g. \"HDFC\", \"SBI Bluechip\", \"mid cap\")"
    }
  },
  "additionalProperties": false
}

msc-geomet.aqhi.observations

Get real-time Air Quality Health Index (AQHI, 1-10+ scale) observations for a Canadian monitoring location by location_id, or the latest reading from every monitored location across Canada if location_id is omitted. Data: api.weather.gc.ca (MSC GeoMet OGC API - Features), no auth required.

read-only

Argument	Type	Description
limit	integer	Max records to return (1-50). Defaults to 20.
location_id	string	AQHI monitoring location ID, e.g. "CAPHL" (Halifax Downtown). Omit to return the latest observation from every monitored location across Canada.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "description": "Max records to return (1-50). Defaults to 20.",
      "exclusiveMinimum": 0
    },
    "location_id": {
      "type": "string",
      "description": "AQHI monitoring location ID, e.g. \"CAPHL\" (Halifax Downtown). Omit to return the latest observation from every monitored location across Canada."
    }
  },
  "additionalProperties": false
}

msc-geomet.climate.daily

Get daily climate observations (mean/min/max temperature, precipitation, rain, snow, snow on ground, max wind gust, heating/cooling degree days) for a Canadian station by CLIMATE_IDENTIFIER (from msc-geomet.climate_stations), optionally scoped to a start_date/ end_date range. Data: api.weather.gc.ca (MSC GeoMet OGC API - Features), no auth required.

read-only

Argument	Type	Description
limit	integer	Max records to return (1-366). Defaults to 30.
end_date	string	End of the date range, format YYYY-MM-DD. Must be paired with start_date.
start_date	string	Start of the date range, format YYYY-MM-DD. Must be paired with end_date.
climate_identifier*	string	Station CLIMATE_IDENTIFIER, e.g. "6158731" (Toronto Intl A). Get station IDs from msc-geomet.climate_stations.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "climate_identifier"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "description": "Max records to return (1-366). Defaults to 30.",
      "exclusiveMinimum": 0
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End of the date range, format YYYY-MM-DD. Must be paired with start_date."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start of the date range, format YYYY-MM-DD. Must be paired with end_date."
    },
    "climate_identifier": {
      "type": "string",
      "minLength": 1,
      "description": "Station CLIMATE_IDENTIFIER, e.g. \"6158731\" (Toronto Intl A). Get station IDs from msc-geomet.climate_stations."
    }
  },
  "additionalProperties": false
}

msc-geomet.climate.stations

Search the Environment and Climate Change Canada climate station catalog by province/ territory or bounding box. Returns each station's CLIMATE_IDENTIFIER (needed for msc-geomet.climate_daily), coordinates, elevation, and its daily/hourly record date ranges. Data: api.weather.gc.ca (MSC GeoMet OGC API - Features), no auth required.

read-only

Argument	Type	Description
bbox	string	Bounding box filter as "minLon,minLat,maxLon,maxLat" in decimal degrees (e.g. "-80,43,-79,44" for the Toronto area).
limit	integer	Max records to return (1-100). Defaults to 20.
province	string	Filter to a Canadian province/territory by 2-letter code (e.g. "ON" Ontario, "BC" British Columbia). Omit to search all provinces.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "bbox": {
      "type": "string",
      "description": "Bounding box filter as \"minLon,minLat,maxLon,maxLat\" in decimal degrees (e.g. \"-80,43,-79,44\" for the Toronto area)."
    },
    "limit": {
      "type": "integer",
      "description": "Max records to return (1-100). Defaults to 20.",
      "exclusiveMinimum": 0
    },
    "province": {
      "enum": [
        "AB",
        "BC",
        "MB",
        "NB",
        "NL",
        "NS",
        "NT",
        "NU",
        "ON",
        "PE",
        "QC",
        "SK",
        "YT"
      ],
      "type": "string",
      "description": "Filter to a Canadian province/territory by 2-letter code (e.g. \"ON\" Ontario, \"BC\" British Columbia). Omit to search all provinces."
    }
  },
  "additionalProperties": false
}

msc-geomet.hydrometric.realtime

Get real-time water level (m) and discharge (m3/s) readings for a Canadian river or lake by hydrometric station_number, sorted most-recent-first. Readings are typically reported every 5 minutes for stations with real-time telemetry. Data: api.weather.gc.ca (MSC GeoMet OGC API - Features, sourced from HYDAT/WSC), no auth required.

read-only

Argument	Type	Description
limit	integer	Max records to return (1-288). Defaults to 20.
station_number*	string	Hydrometric station number, e.g. "01AD003" (St. Francis River, NB). Readings are reported roughly every 5 minutes for stations with real-time telemetry.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_number"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "description": "Max records to return (1-288). Defaults to 20.",
      "exclusiveMinimum": 0
    },
    "station_number": {
      "type": "string",
      "minLength": 1,
      "description": "Hydrometric station number, e.g. \"01AD003\" (St. Francis River, NB). Readings are reported roughly every 5 minutes for stations with real-time telemetry."
    }
  },
  "additionalProperties": false
}

music.artists.details

Get detailed artist info by MusicBrainz ID — tags, ratings, external links, life span, area (MusicBrainz)

read-only

Argument	Type	Description
mbid*	string	MusicBrainz artist ID (UUID format, e.g. "a74b1b7f-71a5-4011-9441-d0b5e4122711")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "mbid"
  ],
  "properties": {
    "mbid": {
      "type": "string",
      "format": "uuid",
      "description": "MusicBrainz artist ID (UUID format, e.g. \"a74b1b7f-71a5-4011-9441-d0b5e4122711\")"
    }
  },
  "additionalProperties": false
}

music.artists.search

Search for music artists by name across 2M+ artists — biography, country, tags, aliases (MusicBrainz)

read-only

Argument	Type	Description
limit	integer	Max results to return (1-100, default 25)
query*	string	Search query for artist name (e.g. "Radiohead", "Miles Davis")
offset	integer	Pagination offset for results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max results to return (1-100, default 25)"
    },
    "query": {
      "type": "string",
      "description": "Search query for artist name (e.g. \"Radiohead\", \"Miles Davis\")"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for results"
    }
  },
  "additionalProperties": false
}

music.audd.lyrics

Search for song lyrics by artist name, song title, or both. Returns full lyrics text, artist, title, and metadata. Query examples: "imagine john lennon", "bohemian rhapsody", "taylor swift love story" (AudD)

read-only

Argument	Type	Description
q*	string	Search query for lyrics — artist name, song title, or both (e.g. "imagine john lennon", "bohemian rhapsody", "taylor swift love story")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Search query for lyrics — artist name, song title, or both (e.g. \"imagine john lennon\", \"bohemian rhapsody\", \"taylor swift love story\")"
    }
  },
  "additionalProperties": false
}

music.audd.recognize

Identify a song from an audio file URL — like Shazam for AI agents. Analyzes audio fingerprint against 80M+ tracks and returns artist, title, album, release date, plus Spotify and Apple Music links. Accepts MP3, WAV, OGG, or any audio URL (AudD)

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Argument	Type	Description
url*	string	URL of audio file to identify (MP3, WAV, OGG, etc.). The API analyzes the audio and matches it against 80M+ tracks. Example: "https://example.com/song.mp3"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "URL of audio file to identify (MP3, WAV, OGG, etc.). The API analyzes the audio and matches it against 80M+ tracks. Example: \"https://example.com/song.mp3\""
    }
  },
  "additionalProperties": false
}

music.discover.fresh

Discover recently released albums and singles from the past N days — trending new music (ListenBrainz)

read-only

Argument	Type	Description
days	integer	Number of days to look back for fresh releases (1-90, default 7)
limit	integer	Max releases to return (1-200, default 50)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 90,
      "minimum": 1,
      "description": "Number of days to look back for fresh releases (1-90, default 7)"
    },
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Max releases to return (1-200, default 50)"
    }
  },
  "additionalProperties": false
}

music.radio.search

Search 40K+ internet radio stations by name, genre, country, or language — streaming URLs, bitrate, codec (RadioBrowser)

read-only

Argument	Type	Description
tag	string	Tag/genre filter (e.g. "rock", "jazz", "classical", "news")
name	string	Station name to search for (e.g. "BBC Radio", "Jazz FM")
limit	integer	Max stations to return (1-100, default 25)
order	string	Sort order for results
country	string	Country name filter (e.g. "Germany", "United States")
language	string	Language filter (e.g. "english", "german", "spanish")
hidebroken	boolean	Hide broken/offline stations (recommended: true)
countrycode	string	ISO 3166-1 alpha-2 country code (e.g. "US", "DE", "GB")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "tag": {
      "type": "string",
      "description": "Tag/genre filter (e.g. \"rock\", \"jazz\", \"classical\", \"news\")"
    },
    "name": {
      "type": "string",
      "description": "Station name to search for (e.g. \"BBC Radio\", \"Jazz FM\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max stations to return (1-100, default 25)"
    },
    "order": {
      "enum": [
        "name",
        "url",
        "homepage",
        "favicon",
        "tags",
        "country",
        "state",
        "language",
        "votes",
        "codec",
        "bitrate",
        "lastcheckok",
        "lastchecktime",
        "clicktimestamp",
        "clickcount",
        "clicktrend",
        "changetimestamp",
        "random"
      ],
      "type": "string",
      "description": "Sort order for results"
    },
    "country": {
      "type": "string",
      "description": "Country name filter (e.g. \"Germany\", \"United States\")"
    },
    "language": {
      "type": "string",
      "description": "Language filter (e.g. \"english\", \"german\", \"spanish\")"
    },
    "hidebroken": {
      "type": "boolean",
      "description": "Hide broken/offline stations (recommended: true)"
    },
    "countrycode": {
      "type": "string",
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"DE\", \"GB\")"
    }
  },
  "additionalProperties": false
}

music.recordings.search

Search for songs and recordings by title or artist — duration, release history, artist credits (MusicBrainz)

read-only

Argument	Type	Description
limit	integer	Max results to return (1-100, default 25)
query*	string	Search query for song/recording title (e.g. "Creep", "So What"). Supports Lucene syntax: artist:"Radiohead" AND recording:"Creep"
offset	integer	Pagination offset for results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max results to return (1-100, default 25)"
    },
    "query": {
      "type": "string",
      "description": "Search query for song/recording title (e.g. \"Creep\", \"So What\"). Supports Lucene syntax: artist:\"Radiohead\" AND recording:\"Creep\""
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for results"
    }
  },
  "additionalProperties": false
}

music.releases.details

Get full release details by MusicBrainz ID — artist credits, labels, media formats (MusicBrainz)

read-only

Argument	Type	Description
mbid*	string	MusicBrainz release ID (UUID format). Returns artist credits and label info

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "mbid"
  ],
  "properties": {
    "mbid": {
      "type": "string",
      "format": "uuid",
      "description": "MusicBrainz release ID (UUID format). Returns artist credits and label info"
    }
  },
  "additionalProperties": false
}

music.releases.search

Search for albums, singles, and EPs across 50M+ recordings — title, artist, date (MusicBrainz)

read-only

Argument	Type	Description
limit	integer	Max results to return (1-100, default 25)
query*	string	Search query for release/album title (e.g. "OK Computer", "Kind of Blue"). Supports Lucene syntax: artist:"Radiohead" AND release:"OK Computer"
offset	integer	Pagination offset for results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max results to return (1-100, default 25)"
    },
    "query": {
      "type": "string",
      "description": "Search query for release/album title (e.g. \"OK Computer\", \"Kind of Blue\"). Supports Lucene syntax: artist:\"Radiohead\" AND release:\"OK Computer\""
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for results"
    }
  },
  "additionalProperties": false
}

mychem.chemicals.annotation

Retrieve comprehensive annotation for a single chemical compound by its InChIKey (e.g. "BSYNRYMUTXBXSQ-UHFFFAOYSA-N"), ChEMBL ID (e.g. "CHEMBL25"), PubChem CID (e.g. "CID2244"), or DrugBank ID (e.g. "DB00945"). Returns complete annotation from 16+ integrated databases: ChEBI chemical definition, IUPAC name, and synonyms; ChEMBL clinical development phase (0–4), molecule type, ATC therapeutic classification, Lipinski Ro5 properties (MW, XLogP, HBD, HBA, PSA, rotatable bonds), black-box warning flag, and withdrawal status; PubChem structural identifiers (CID, molecular formula, molecular weight, InChI, SMILES, heavy atom count, complexity score); DrugBank approved indication, mechanism of action, drug targets with gene names and pharmacological actions; PharmGKB clinical pharmacogenomics annotation count; SIDER reported side effects; and NDC product codes. Essential for drug discovery, cheminformatics pipelines, pharmacogenomics analysis, and clinical safety review.

read-only

Argument	Type	Description
fields	string	Comma-separated annotation fields to retrieve. Default: chebi.name, chebi.definition, chebi.formula, chebi.mass, chembl.pref_name, chembl.max_phase, chembl.molecule_properties, pubchem.cid, pubchem.molecular_formula, pubchem.molecular_weight, drugbank.name, drugbank.groups, pharmgkb.name. For drug targets, add "drugbank.targets". For full ChEBI annotations, add "chebi". Use "all" for complete annotation from all 16 sources including SIDER (side effects), DrugCentral (clinical info), PharmGKB (pharmacogenomics), and NDC (drug codes).
chem_id*	string	Chemical identifier to look up. Accepts: InChIKey (primary ID, e.g. "BSYNRYMUTXBXSQ-UHFFFAOYSA-N"), ChEMBL ID (e.g. "CHEMBL25"), PubChem CID (e.g. "CID2244"), or DrugBank ID (e.g. "DB00945"). InChIKey is the most stable identifier — obtain from mychem.search results or external databases (ChEMBL, PubChem, ChEBI).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "chem_id"
  ],
  "properties": {
    "fields": {
      "type": "string",
      "description": "Comma-separated annotation fields to retrieve. Default: chebi.name, chebi.definition, chebi.formula, chebi.mass, chembl.pref_name, chembl.max_phase, chembl.molecule_properties, pubchem.cid, pubchem.molecular_formula, pubchem.molecular_weight, drugbank.name, drugbank.groups, pharmgkb.name. For drug targets, add \"drugbank.targets\". For full ChEBI annotations, add \"chebi\". Use \"all\" for complete annotation from all 16 sources including SIDER (side effects), DrugCentral (clinical info), PharmGKB (pharmacogenomics), and NDC (drug codes)."
    },
    "chem_id": {
      "type": "string",
      "minLength": 1,
      "description": "Chemical identifier to look up. Accepts: InChIKey (primary ID, e.g. \"BSYNRYMUTXBXSQ-UHFFFAOYSA-N\"), ChEMBL ID (e.g. \"CHEMBL25\"), PubChem CID (e.g. \"CID2244\"), or DrugBank ID (e.g. \"DB00945\"). InChIKey is the most stable identifier — obtain from mychem.search results or external databases (ChEMBL, PubChem, ChEBI)."
    }
  },
  "additionalProperties": false
}

mychem.chemicals.batch_query

Retrieve annotations for up to 100 chemical compounds in a single request by providing an array of chemical names or identifiers. Returns ChEBI name, ChEMBL preferred name and clinical phase, PubChem CID, molecular formula and weight, DrugBank drug groups, and PharmGKB name for each compound in one call. Ideal for enriching compound lists from drug screening assays, annotating molecule libraries, building pharmacology databases, or cross-referencing chemicals across naming conventions (INN, brand names, IUPAC names). Compounds not found in any database are marked with found=false. Mix different name formats and identifiers freely in a single batch request.

read-only

Argument	Type	Description
q*	array	Array of chemical queries to look up in a single request. Each element can be a chemical name, synonym, or identifier (up to 100 entries). Example: ["aspirin", "ibuprofen", "acetaminophen"]. Each query is matched against common names, synonyms, and identifiers. Returns one best-match annotation per query.
fields	string	Comma-separated annotation fields to return for each chemical. Default: chebi.name, chebi.definition, chebi.formula, chebi.mass, chembl.pref_name, chembl.max_phase, chembl.molecule_properties, pubchem.cid, pubchem.molecular_formula, pubchem.molecular_weight, drugbank.name, drugbank.groups, pharmgkb.name. Limit fields for large batches to reduce response size.
scopes	string	Comma-separated fields to search within for each query in the batch. Default: chebi.name,chembl.pref_name,drugbank.name,pubchem.cid — searches across common name fields. Use "chebi.inchikey" to match exact InChIKeys.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "array",
      "items": {
        "type": "string",
        "description": "A chemical name, synonym, or identifier to look up."
      },
      "maxItems": 100,
      "minItems": 1,
      "description": "Array of chemical queries to look up in a single request. Each element can be a chemical name, synonym, or identifier (up to 100 entries). Example: [\"aspirin\", \"ibuprofen\", \"acetaminophen\"]. Each query is matched against common names, synonyms, and identifiers. Returns one best-match annotation per query."
    },
    "fields": {
      "type": "string",
      "description": "Comma-separated annotation fields to return for each chemical. Default: chebi.name, chebi.definition, chebi.formula, chebi.mass, chembl.pref_name, chembl.max_phase, chembl.molecule_properties, pubchem.cid, pubchem.molecular_formula, pubchem.molecular_weight, drugbank.name, drugbank.groups, pharmgkb.name. Limit fields for large batches to reduce response size."
    },
    "scopes": {
      "type": "string",
      "default": "chebi.name,chembl.pref_name,drugbank.name,pubchem.cid",
      "description": "Comma-separated fields to search within for each query in the batch. Default: chebi.name,chembl.pref_name,drugbank.name,pubchem.cid — searches across common name fields. Use \"chebi.inchikey\" to match exact InChIKeys."
    }
  },
  "additionalProperties": false
}

mychem.chemicals.metadata

Retrieve build metadata and data source statistics for the MyChem.info API. Returns the current database build version (e.g. "20260525"), build date, total number of chemical records (197M+), and a list of integrated annotation sources with their versions, URLs, and license information. Sources include DrugBank, ChEMBL, ChEBI, PubChem, PharmGKB, SIDER, DrugCentral, UMLS, NDC, UniChem, GSRS, FDA Orphan Drug, GtoPdb (pharmacology), AEOLUS (adverse events), GINAS, and UNII. Use to verify data currency before large annotation jobs or to cite specific source versions in research publications.

read-only

Argument	Type	Description
detail	boolean	If true, include full source metadata with download dates, record counts per source, code repository links, and license URLs. If false (default), return only build version, build date, total chemical count, and a summary list of source names.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "detail": {
      "type": "boolean",
      "default": false,
      "description": "If true, include full source metadata with download dates, record counts per source, code repository links, and license URLs. If false (default), return only build version, build date, total chemical count, and a summary list of source names."
    }
  },
  "additionalProperties": false
}

mychem.chemicals.search

Search the MyChem.info database of 197M+ annotated chemical compounds using a flexible query syntax. Query by: common name (e.g. "aspirin"), IUPAC name (e.g. "acetylsalicylic acid"), InChIKey (e.g. "BSYNRYMUTXBXSQ-UHFFFAOYSA-N"), molecular formula (e.g. "C9H8O4"), ChEMBL ID (e.g. "CHEMBL25"), PubChem CID (e.g. "pubchem.cid:2244"), DrugBank ID (e.g. "DB00945"), or field-scoped queries (e.g. "drugbank.groups:approved AND chembl.max_phase:4"). Each result includes chemical names across databases (ChEBI, ChEMBL, DrugBank, PharmGKB), structural properties (molecular formula, weight, XLogP, H-bond donors/acceptors, TPSA, rotatable bonds), drug development phase, ATC classification codes, and approval status. Integrates DrugBank, ChEMBL, ChEBI, PubChem, PharmGKB, SIDER, DrugCentral, NDC, and 16+ annotation sources.

read-only

Argument	Type	Description
q*	string	Chemical search query. Supports: common name (e.g. "aspirin"), IUPAC name (e.g. "acetylsalicylic acid"), InChIKey (e.g. "BSYNRYMUTXBXSQ-UHFFFAOYSA-N"), molecular formula (e.g. "C9H8O4"), ChEMBL ID (e.g. "CHEMBL25"), PubChem CID (e.g. "pubchem.cid:2244"), DrugBank ID (e.g. "DB00945"), or field-scoped queries (e.g. "chebi.name:ibuprofen", "drugbank.groups:approved", "chembl.max_phase:4"). Supports Lucene boolean operators AND/OR/NOT.
size	integer	Maximum number of chemical results to return (1–50, default 10).
fields	string	Comma-separated annotation fields to return per hit. Default: chebi.name, chebi.definition, chebi.formula, chebi.mass, chembl.pref_name, chembl.max_phase, chembl.molecule_properties, pubchem.cid, pubchem.molecular_formula, pubchem.molecular_weight, pubchem.xlogp, drugbank.name, drugbank.groups, pharmgkb.name. Use "all" for every source.
scopes	string	Comma-separated fields to search within. Default: searches all text fields. Examples: "chebi.name,chembl.pref_name,drugbank.name" to search only common names, or "chebi.inchikey" to search by exact InChIKey structure.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Chemical search query. Supports: common name (e.g. \"aspirin\"), IUPAC name (e.g. \"acetylsalicylic acid\"), InChIKey (e.g. \"BSYNRYMUTXBXSQ-UHFFFAOYSA-N\"), molecular formula (e.g. \"C9H8O4\"), ChEMBL ID (e.g. \"CHEMBL25\"), PubChem CID (e.g. \"pubchem.cid:2244\"), DrugBank ID (e.g. \"DB00945\"), or field-scoped queries (e.g. \"chebi.name:ibuprofen\", \"drugbank.groups:approved\", \"chembl.max_phase:4\"). Supports Lucene boolean operators AND/OR/NOT."
    },
    "size": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of chemical results to return (1–50, default 10)."
    },
    "fields": {
      "type": "string",
      "description": "Comma-separated annotation fields to return per hit. Default: chebi.name, chebi.definition, chebi.formula, chebi.mass, chembl.pref_name, chembl.max_phase, chembl.molecule_properties, pubchem.cid, pubchem.molecular_formula, pubchem.molecular_weight, pubchem.xlogp, drugbank.name, drugbank.groups, pharmgkb.name. Use \"all\" for every source."
    },
    "scopes": {
      "type": "string",
      "description": "Comma-separated fields to search within. Default: searches all text fields. Examples: \"chebi.name,chembl.pref_name,drugbank.name\" to search only common names, or \"chebi.inchikey\" to search by exact InChIKey structure."
    }
  },
  "additionalProperties": false
}

mygene.genes.batch

Retrieve annotation data for up to 1000 genes in a single request by providing a comma-separated list of NCBI Entrez Gene IDs or Ensembl gene IDs. Returns the same fields as mygene.genes.info for each gene: symbol, name, gene type, taxon, summary, Ensembl IDs, UniProt accession, genomic coordinates, and pathway memberships. Ideal for enriching gene lists from RNA-seq experiments, GWAS results, or drug target panels. Mix of NCBI Entrez and Ensembl IDs is supported in the same request.

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Argument	Type	Description
ids*	string	Comma-separated list of NCBI Entrez Gene IDs or Ensembl gene IDs to retrieve in one request (e.g. "1017,1018,1019" for CDK2/CDK3/CDK4, or "ENSG00000123374,ENSG00000012048"). Maximum 1000 IDs per call.
fields	string	Comma-separated fields to return for each gene. Default: symbol, name, taxid, entrezgene, type_of_gene, summary, ensembl, uniprot, alias, genomic_pos, pathway. Limit fields to reduce response size for large batches.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ids"
  ],
  "properties": {
    "ids": {
      "type": "string",
      "minLength": 1,
      "description": "Comma-separated list of NCBI Entrez Gene IDs or Ensembl gene IDs to retrieve in one request (e.g. \"1017,1018,1019\" for CDK2/CDK3/CDK4, or \"ENSG00000123374,ENSG00000012048\"). Maximum 1000 IDs per call."
    },
    "fields": {
      "type": "string",
      "description": "Comma-separated fields to return for each gene. Default: symbol, name, taxid, entrezgene, type_of_gene, summary, ensembl, uniprot, alias, genomic_pos, pathway. Limit fields to reduce response size for large batches."
    }
  },
  "additionalProperties": false
}

mygene.genes.info

Retrieve comprehensive annotation data for a single gene by its NCBI Entrez Gene ID or Ensembl gene ID. Returns the full gene record including: official symbol and name, gene type (protein-coding, ncRNA, pseudo, etc.), species taxon, gene summary, Ensembl transcript and protein IDs, UniProt Swiss-Prot accession, gene aliases, genomic coordinates (chromosome, start, end, strand), KEGG and Reactome pathway memberships, and Gene Ontology (GO) annotations across biological process, cellular component, and molecular function. Use mygene.genes.search or mygene.genes.symbol to discover Entrez Gene IDs first.

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Argument	Type	Description
fields	string	Comma-separated fields to return. Default includes: symbol, name, taxid, entrezgene, type_of_gene, summary, ensembl, uniprot, alias, genomic_pos, pathway. Use "all" to fetch every available annotation (includes GO terms, RefSeq, PDB, OMIM, etc.).
gene_id*	string	Gene identifier — NCBI Entrez Gene ID (e.g. "1017" for CDK2, "672" for BRCA1) or Ensembl gene ID (e.g. "ENSG00000123374"). Obtain Entrez Gene IDs from mygene.search or mygene.query_by_symbol results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "gene_id"
  ],
  "properties": {
    "fields": {
      "type": "string",
      "description": "Comma-separated fields to return. Default includes: symbol, name, taxid, entrezgene, type_of_gene, summary, ensembl, uniprot, alias, genomic_pos, pathway. Use \"all\" to fetch every available annotation (includes GO terms, RefSeq, PDB, OMIM, etc.)."
    },
    "gene_id": {
      "type": "string",
      "minLength": 1,
      "description": "Gene identifier — NCBI Entrez Gene ID (e.g. \"1017\" for CDK2, \"672\" for BRCA1) or Ensembl gene ID (e.g. \"ENSG00000123374\"). Obtain Entrez Gene IDs from mygene.search or mygene.query_by_symbol results."
    }
  },
  "additionalProperties": false
}

mygene.genes.search

Search the MyGene.info gene database by keyword, gene symbol, gene name, GO term, or any other gene annotation. Backed by NCBI Entrez Gene, Ensembl, UniProt, and other authoritative databases aggregated by the BioThings project. Returns NCBI Gene IDs, symbols, names, gene type, taxon, and summary text. Supports wildcard queries (e.g. "CDK*" returns all CDK family members) and species filtering. Use the returned Entrez Gene IDs with mygene.genes.info or mygene.genes.batch for full annotations including GO terms, KEGG/Reactome pathways, UniProt accessions, and genomic coordinates.

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Argument	Type	Description
q*	string	Gene query string. Supports full-text search by gene symbol (e.g. "BRCA1"), gene name (e.g. "breast cancer 1"), keyword (e.g. "kinase"), GO term ID (e.g. "GO:0006915"), or Entrez Gene ID (e.g. "1017"). Wildcards supported: "CDK*" matches CDK1, CDK2, etc.
size	integer	Maximum number of gene results to return (1–50, default 10).
fields	string	Comma-separated fields to return per hit. Default: symbol,name,taxid,entrezgene,type_of_gene,summary. Other useful fields: ensembl.gene, uniprot, alias, genomic_pos, go, pathway. Use "all" for every available field.
species	string	Filter by species. Common values: "human" (Homo sapiens, taxid 9606), "mouse" (Mus musculus, taxid 10090), "rat" (Rattus norvegicus), "fruitfly" (Drosophila melanogaster), "zebrafish" (Danio rerio). Can also use NCBI taxid directly (e.g. "9606"). Use "all" to search across all species.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Gene query string. Supports full-text search by gene symbol (e.g. \"BRCA1\"), gene name (e.g. \"breast cancer 1\"), keyword (e.g. \"kinase\"), GO term ID (e.g. \"GO:0006915\"), or Entrez Gene ID (e.g. \"1017\"). Wildcards supported: \"CDK*\" matches CDK1, CDK2, etc."
    },
    "size": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of gene results to return (1–50, default 10)."
    },
    "fields": {
      "type": "string",
      "description": "Comma-separated fields to return per hit. Default: symbol,name,taxid,entrezgene,type_of_gene,summary. Other useful fields: ensembl.gene, uniprot, alias, genomic_pos, go, pathway. Use \"all\" for every available field."
    },
    "species": {
      "type": "string",
      "default": "human",
      "description": "Filter by species. Common values: \"human\" (Homo sapiens, taxid 9606), \"mouse\" (Mus musculus, taxid 10090), \"rat\" (Rattus norvegicus), \"fruitfly\" (Drosophila melanogaster), \"zebrafish\" (Danio rerio). Can also use NCBI taxid directly (e.g. \"9606\"). Use \"all\" to search across all species."
    }
  },
  "additionalProperties": false
}

mygene.genes.symbol

Find a gene by its official gene symbol with an exact match for a specific species. Returns a single best-matching gene with full annotation: NCBI Entrez Gene ID, Ensembl gene ID, gene name, type, taxon, summary, UniProt accession, genomic coordinates, pathway memberships, and GO terms. Faster and more precise than full-text search when the official symbol is known. Case-insensitive (BRCA1, brca1, Brca1 all match). For human genes, use HGNC symbols (e.g. "TP53", "EGFR", "KRAS", "VEGFA"). Results can be used directly with mygene.genes.batch for comparative multi-gene analysis.

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Argument	Type	Description
fields	string	Comma-separated fields to include in the response. Default includes: symbol, name, taxid, entrezgene, type_of_gene, summary, ensembl, uniprot, alias, genomic_pos, pathway. Use "all" for complete gene annotations.
symbol*	string	Official HGNC gene symbol (for human) or equivalent gene symbol in the target species. Case-insensitive (e.g. "BRCA1", "TP53", "EGFR", "KRAS"). Performs an exact symbol match and returns the single best-matching gene.
species	string	Target species for the symbol lookup. Common values: "human", "mouse", "rat", "fruitfly", "zebrafish", "chicken", "pig", "dog". Can also use NCBI taxid (e.g. "9606" for human). Defaults to "human".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "symbol"
  ],
  "properties": {
    "fields": {
      "type": "string",
      "description": "Comma-separated fields to include in the response. Default includes: symbol, name, taxid, entrezgene, type_of_gene, summary, ensembl, uniprot, alias, genomic_pos, pathway. Use \"all\" for complete gene annotations."
    },
    "symbol": {
      "type": "string",
      "minLength": 1,
      "description": "Official HGNC gene symbol (for human) or equivalent gene symbol in the target species. Case-insensitive (e.g. \"BRCA1\", \"TP53\", \"EGFR\", \"KRAS\"). Performs an exact symbol match and returns the single best-matching gene."
    },
    "species": {
      "type": "string",
      "default": "human",
      "description": "Target species for the symbol lookup. Common values: \"human\", \"mouse\", \"rat\", \"fruitfly\", \"zebrafish\", \"chicken\", \"pig\", \"dog\". Can also use NCBI taxid (e.g. \"9606\" for human). Defaults to \"human\"."
    }
  },
  "additionalProperties": false
}

myvariant.variants.batch

Retrieve annotations for up to 1000 genetic variants in a single request by providing a comma-separated list of dbSNP rsIDs or HGVS variant IDs. Returns ClinVar significance, CADD scores, gnomAD allele frequencies, and functional consequence predictions for each variant in one call. Ideal for annotating VCF files, enriching GWAS hit lists, building polygenic risk score pipelines, or bulk pharmacogenomics analysis. Variants not found in the database are marked with found=false. Mix rsIDs from different chromosomes freely — no grouping by position required.

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Argument	Type	Description
ids*	string	Comma-separated list of variant identifiers to retrieve in a single request. Accepts dbSNP rsIDs (e.g. "rs58991260,rs671,rs1801133") or HGVS genomic IDs. Mix of rsIDs is supported. Maximum 1000 IDs per call. Returns annotation for each variant including ClinVar significance, CADD score, gnomAD allele frequencies, and functional consequences.
fields	string	Comma-separated annotation fields to return for each variant. Default: dbsnp,clinvar,cadd,gnomad_exome,gnomad_genome,snpeff,vcf,chrom,hg19. Limit fields for large batches to reduce response size.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ids"
  ],
  "properties": {
    "ids": {
      "type": "string",
      "minLength": 1,
      "description": "Comma-separated list of variant identifiers to retrieve in a single request. Accepts dbSNP rsIDs (e.g. \"rs58991260,rs671,rs1801133\") or HGVS genomic IDs. Mix of rsIDs is supported. Maximum 1000 IDs per call. Returns annotation for each variant including ClinVar significance, CADD score, gnomAD allele frequencies, and functional consequences."
    },
    "fields": {
      "type": "string",
      "description": "Comma-separated annotation fields to return for each variant. Default: dbsnp,clinvar,cadd,gnomad_exome,gnomad_genome,snpeff,vcf,chrom,hg19. Limit fields for large batches to reduce response size."
    }
  },
  "additionalProperties": false
}

myvariant.variants.info

Retrieve comprehensive annotation for a single genetic variant by its dbSNP rsID (e.g. "rs671") or HGVS genomic notation. Returns complete annotation from 30+ integrated databases: ClinVar clinical significance and disease conditions, CADD pathogenicity scores (raw + PHRED), gnomAD exome and genome allele frequencies across ancestry groups (AFR, EUR, EAS, AMR, ASJ), SnpEff predicted functional consequences with HGVS coding and protein notations, dbSNP allele frequency data, COSMIC somatic mutation records, CIViC clinical interpretations, and genomic coordinates in both GRCh37 (hg19) and GRCh38 (hg38). Essential for variant interpretation pipelines, pharmacogenomics analysis, and clinical variant classification (ACMG guidelines).

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Argument	Type	Description
fields	string	Comma-separated annotation fields to retrieve. Default: dbsnp,clinvar,cadd,gnomad_exome,gnomad_genome,snpeff,vcf,chrom,hg19. Optional: dbnsfp (functional predictions), cosmic (somatic), civic (clinical), gwassnps (GWAS associations), hg38 (GRCh38 coordinates). Use "all" for complete annotation.
variant_id*	string	Variant identifier — dbSNP rsID (e.g. "rs58991260"), or HGVS genomic notation (e.g. "chr7:g.140453134A>T" — use URL-encoded form when needed). rsIDs are preferred as they are stable across assemblies. Obtain IDs from myvariant.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "variant_id"
  ],
  "properties": {
    "fields": {
      "type": "string",
      "description": "Comma-separated annotation fields to retrieve. Default: dbsnp,clinvar,cadd,gnomad_exome,gnomad_genome,snpeff,vcf,chrom,hg19. Optional: dbnsfp (functional predictions), cosmic (somatic), civic (clinical), gwassnps (GWAS associations), hg38 (GRCh38 coordinates). Use \"all\" for complete annotation."
    },
    "variant_id": {
      "type": "string",
      "minLength": 1,
      "description": "Variant identifier — dbSNP rsID (e.g. \"rs58991260\"), or HGVS genomic notation (e.g. \"chr7:g.140453134A>T\" — use URL-encoded form when needed). rsIDs are preferred as they are stable across assemblies. Obtain IDs from myvariant.search results."
    }
  },
  "additionalProperties": false
}

myvariant.variants.metadata

Retrieve build metadata and data source statistics for the MyVariant.info API. Returns the current database build version (e.g. "20250624"), build date, total number of variant records, and a list of integrated annotation sources with their versions, URLs, and license information. Sources include ClinVar, gnomAD, CADD, dbSNP v156, COSMIC, CIViC, ExAC, GWAS Catalog, SnpEff, EVS, EMV, and 20+ additional variant databases. Use to verify data currency before running large annotation jobs or to cite specific source versions in research.

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Argument	Type	Description
detail	boolean	If true, include full source metadata (download dates, record counts per source, code repository links). If false (default), return only build version, build date, and a list of source names and URLs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "detail": {
      "type": "boolean",
      "default": false,
      "description": "If true, include full source metadata (download dates, record counts per source, code repository links). If false (default), return only build version, build date, and a list of source names and URLs."
    }
  },
  "additionalProperties": false
}

myvariant.variants.search

Search the MyVariant.info database of 450M+ annotated human genetic variants using a flexible query syntax. Query by: dbSNP rsID (e.g. "rs58991260"), gene symbol (e.g. "dbsnp.gene.symbol:BRCA1"), ClinVar clinical significance (e.g. "clinvar.rcv.clinical_significance:Pathogenic"), CADD pathogenicity score (e.g. "cadd.phred:>30"), chromosomal position range (e.g. "chrom:17 AND hg19.start:[41196312 TO 41277500]"), or disease/phenotype keywords (e.g. "clinvar.rcv.conditions.name:breast cancer"). Each hit includes chromosome, genomic position (hg19/hg38), rsID, reference/alternate alleles, CADD PHRED score, ClinVar clinical significance, gnomAD allele frequency, and predicted functional consequences (SnpEff). Data integrates ClinVar, gnomAD, CADD, dbSNP, COSMIC, CIViC, ExAC, and 30+ annotation sources.

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Argument	Type	Description
q*	string	Variant query string. Supports: rsID (e.g. "rs58991260"), gene symbol (e.g. "dbsnp.gene.symbol:BRCA1"), CADD score filter (e.g. "cadd.phred:>20"), ClinVar significance (e.g. "clinvar.rcv.clinical_significance:Pathogenic"), chromosome position (e.g. "chrom:7 AND hg19.start:[140453000 TO 140454000]"), or disease/phenotype keywords (e.g. "clinvar.rcv.conditions.name:breast cancer").
size	integer	Maximum number of variant results to return (1–50, default 10).
fields	string	Comma-separated fields to return per hit. Default: dbsnp,clinvar,cadd,gnomad_exome,gnomad_genome,snpeff,vcf,chrom,hg19. Other useful fields: dbnsfp,cosmic,civic,gwassnps,hg38. Use "all" for every available annotation source.
assembly	string	Genome assembly for coordinate fields in results. "hg19" (GRCh37) or "hg38" (GRCh38). Defaults to hg19.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Variant query string. Supports: rsID (e.g. \"rs58991260\"), gene symbol (e.g. \"dbsnp.gene.symbol:BRCA1\"), CADD score filter (e.g. \"cadd.phred:>20\"), ClinVar significance (e.g. \"clinvar.rcv.clinical_significance:Pathogenic\"), chromosome position (e.g. \"chrom:7 AND hg19.start:[140453000 TO 140454000]\"), or disease/phenotype keywords (e.g. \"clinvar.rcv.conditions.name:breast cancer\")."
    },
    "size": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of variant results to return (1–50, default 10)."
    },
    "fields": {
      "type": "string",
      "description": "Comma-separated fields to return per hit. Default: dbsnp,clinvar,cadd,gnomad_exome,gnomad_genome,snpeff,vcf,chrom,hg19. Other useful fields: dbnsfp,cosmic,civic,gwassnps,hg38. Use \"all\" for every available annotation source."
    },
    "assembly": {
      "enum": [
        "hg19",
        "hg38"
      ],
      "type": "string",
      "description": "Genome assembly for coordinate fields in results. \"hg19\" (GRCh37) or \"hg38\" (GRCh38). Defaults to hg19."
    }
  },
  "additionalProperties": false
}

nasa-cmr.datasets.detail

Retrieve full UMM (Universal Metadata Model) metadata for a specific NASA CMR collection identified by its concept ID (e.g. "C2515837343-GES_DISC"). Returns abstract, version, processing level, temporal extents, observing platforms and instruments, science keywords (GCMD taxonomy: category/topic/term), DOI, related URLs, and data center information. Concept IDs are obtained from nasa-cmr.datasets.search results. Essential for understanding dataset scope, instrument provenance, and citation details before downloading granules. Source: NASA CMR — US Gov public domain, no auth required.

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Argument	Type	Description
concept_id*	string	CMR concept ID of the collection to retrieve full UMM metadata for (e.g. "C2515837343-GES_DISC"). Obtain concept IDs from nasa-cmr.datasets.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "concept_id"
  ],
  "properties": {
    "concept_id": {
      "type": "string",
      "description": "CMR concept ID of the collection to retrieve full UMM metadata for (e.g. \"C2515837343-GES_DISC\"). Obtain concept IDs from nasa-cmr.datasets.search results."
    }
  },
  "additionalProperties": false
}

nasa-cmr.datasets.search

Search NASA Common Metadata Repository (CMR) for Earth science satellite datasets and collections. Filter by keyword, data provider (ORNL_DAAC, GES_DISC, LPDAAC_ECS, PODAAC, NSIDC_ECS), temporal range, spatial bounding box, and processing level. Returns concept IDs, titles, summaries, data centers, temporal coverage, and access flags. CMR indexes 45,000+ collections covering climate, land, atmosphere, ocean, cryosphere, and biosphere from 60+ NASA data archives. Concept IDs from results feed into nasa-cmr.datasets.detail and nasa-cmr.granules.search. Source: NASA CMR — US Gov public domain, no auth required.

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Argument	Type	Description
bbox	string	Bounding box spatial filter as "west,south,east,north" decimal degrees (e.g. "-180,-90,180,90" for global, "-125,24,-66,50" for continental US). Returns collections with spatial coverage intersecting the box.
keyword	string	Free-text keyword to search collection titles, summaries, and metadata (e.g. "sea surface temperature", "MODIS land cover", "global precipitation").
provider	string	Filter by NASA data center / archive provider ID (e.g. "GES_DISC", "ORNL_DAAC", "LPDAAC_ECS", "PODAAC", "NSIDC_ECS"). Use nasa-cmr.providers.list to discover available provider IDs.
sort_key	string	Sort order for results: "-score" (relevance, default), "entry_title" / "-entry_title" (alphabetical), "start_date" / "-start_date" (temporal coverage start date).
page_size	integer	Number of collections to return per page (1–20, default 10).
short_name	string	Exact collection short name identifier (e.g. "MOD13A2", "GPM_3IMERGHHE"). Use when you know the specific dataset short name.
temporal_end	string	End of temporal coverage filter in ISO 8601 UTC format (e.g. "2023-12-31T23:59:59Z"). Returns collections whose temporal extent overlaps this range.
temporal_start	string	Start of temporal coverage filter in ISO 8601 UTC format (e.g. "2020-01-01T00:00:00Z"). Returns collections whose temporal extent overlaps this range.
processing_level	string	NASA data processing level filter (e.g. "1B", "2", "3", "4"). Level 1 = raw/calibrated; Level 2 = geophysical retrievals; Level 3 = gridded; Level 4 = model output.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "bbox": {
      "type": "string",
      "description": "Bounding box spatial filter as \"west,south,east,north\" decimal degrees (e.g. \"-180,-90,180,90\" for global, \"-125,24,-66,50\" for continental US). Returns collections with spatial coverage intersecting the box."
    },
    "keyword": {
      "type": "string",
      "description": "Free-text keyword to search collection titles, summaries, and metadata (e.g. \"sea surface temperature\", \"MODIS land cover\", \"global precipitation\")."
    },
    "provider": {
      "type": "string",
      "description": "Filter by NASA data center / archive provider ID (e.g. \"GES_DISC\", \"ORNL_DAAC\", \"LPDAAC_ECS\", \"PODAAC\", \"NSIDC_ECS\"). Use nasa-cmr.providers.list to discover available provider IDs."
    },
    "sort_key": {
      "enum": [
        "-score",
        "entry_title",
        "-entry_title",
        "start_date",
        "-start_date"
      ],
      "type": "string",
      "description": "Sort order for results: \"-score\" (relevance, default), \"entry_title\" / \"-entry_title\" (alphabetical), \"start_date\" / \"-start_date\" (temporal coverage start date)."
    },
    "page_size": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of collections to return per page (1–20, default 10)."
    },
    "short_name": {
      "type": "string",
      "description": "Exact collection short name identifier (e.g. \"MOD13A2\", \"GPM_3IMERGHHE\"). Use when you know the specific dataset short name."
    },
    "temporal_end": {
      "type": "string",
      "description": "End of temporal coverage filter in ISO 8601 UTC format (e.g. \"2023-12-31T23:59:59Z\"). Returns collections whose temporal extent overlaps this range."
    },
    "temporal_start": {
      "type": "string",
      "description": "Start of temporal coverage filter in ISO 8601 UTC format (e.g. \"2020-01-01T00:00:00Z\"). Returns collections whose temporal extent overlaps this range."
    },
    "processing_level": {
      "type": "string",
      "description": "NASA data processing level filter (e.g. \"1B\", \"2\", \"3\", \"4\"). Level 1 = raw/calibrated; Level 2 = geophysical retrievals; Level 3 = gridded; Level 4 = model output."
    }
  },
  "additionalProperties": false
}

nasa-cmr.granules.search

Search for individual data granules (files) within a NASA CMR collection. Filter by collection concept ID or short name (e.g. "MOD09GA"), temporal range, spatial bounding box, and day/night acquisition flag. Returns granule IDs, titles, acquisition times, cloud cover percentage, file size (MB), online access status, browse image availability, and direct download URLs. Granules are the individual science data files (HDF, NetCDF, GeoTIFF) that agents can download for analysis. Use nasa-cmr.datasets.search first to find the collection concept ID, then use this tool to locate specific files by time/area. Source: NASA CMR — US Gov public domain, no auth required.

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Argument	Type	Description
bbox	string	Bounding box spatial filter as "west,south,east,north" decimal degrees (e.g. "-10.0,35.0,30.0,60.0" for Europe). Returns granules with spatial coverage intersecting the box.
page_size	integer	Number of granules to return per page (1–20, default 10).
short_name	string	Collection short name to search granules for (e.g. "MOD09GA", "GPM_3IMERGHHE"). Alternative to collection_concept_id for well-known datasets.
temporal_end	string	End of temporal filter in ISO 8601 UTC format (e.g. "2023-01-31T23:59:59Z"). Returns granules with data acquisition time overlapping this range.
day_night_flag	string	Filter granules by illumination condition during acquisition: "day" (daylight pass), "night" (nighttime pass), or "unspecified".
temporal_start	string	Start of temporal filter in ISO 8601 UTC format (e.g. "2023-01-01T00:00:00Z"). Returns granules with data acquisition time overlapping this range.
collection_concept_id	string	CMR concept ID of the parent collection to search granules within (e.g. "C2515837343-GES_DISC"). Obtain from nasa-cmr.datasets.search results. Provide this or short_name to scope the search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "bbox": {
      "type": "string",
      "description": "Bounding box spatial filter as \"west,south,east,north\" decimal degrees (e.g. \"-10.0,35.0,30.0,60.0\" for Europe). Returns granules with spatial coverage intersecting the box."
    },
    "page_size": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of granules to return per page (1–20, default 10)."
    },
    "short_name": {
      "type": "string",
      "description": "Collection short name to search granules for (e.g. \"MOD09GA\", \"GPM_3IMERGHHE\"). Alternative to collection_concept_id for well-known datasets."
    },
    "temporal_end": {
      "type": "string",
      "description": "End of temporal filter in ISO 8601 UTC format (e.g. \"2023-01-31T23:59:59Z\"). Returns granules with data acquisition time overlapping this range."
    },
    "day_night_flag": {
      "enum": [
        "day",
        "night",
        "unspecified"
      ],
      "type": "string",
      "description": "Filter granules by illumination condition during acquisition: \"day\" (daylight pass), \"night\" (nighttime pass), or \"unspecified\"."
    },
    "temporal_start": {
      "type": "string",
      "description": "Start of temporal filter in ISO 8601 UTC format (e.g. \"2023-01-01T00:00:00Z\"). Returns granules with data acquisition time overlapping this range."
    },
    "collection_concept_id": {
      "type": "string",
      "description": "CMR concept ID of the parent collection to search granules within (e.g. \"C2515837343-GES_DISC\"). Obtain from nasa-cmr.datasets.search results. Provide this or short_name to scope the search."
    }
  },
  "additionalProperties": false
}

nasa-cmr.providers.list

List all data centers and archive providers registered in the NASA CMR system. Returns provider IDs (e.g. GES_DISC, ORNL_DAAC, LPDAAC_ECS, PODAAC, NSIDC_ECS, LAADS, ASDC, GHRC_DAAC), organization names, URLs, roles, and consortium memberships. Use provider IDs as the "provider" parameter in nasa-cmr.datasets.search to scope dataset discovery to a specific NASA archive center. There are approximately 60 active providers covering distinct Earth science disciplines. Source: NASA CMR — US Gov public domain, no auth required.

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Argument	Type	Description
page_size	integer	Number of providers to return (1–100, default 50). There are approximately 60 active NASA CMR data centers.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page_size": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of providers to return (1–100, default 50). There are approximately 60 active NASA CMR data centers."
    }
  },
  "additionalProperties": false
}

nasaexoplanet.planets.detail

Get full parameters for a specific exoplanet by exact name from NASA Exoplanet Archive. Returns orbital period, radius, mass, equilibrium temperature, insolation flux, semi-major axis, host star spectral type and temperature, sky coordinates (RA/Dec), and last parameter update date. Example planets: "HD 209458 b", "TRAPPIST-1 e", "Kepler-452 b" (NASA Exoplanet Archive).

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Argument	Type	Description
planet_name*	string	Exact planet name for detail lookup (e.g. "HD 209458 b", "TRAPPIST-1 e", "Kepler-452 b")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "planet_name"
  ],
  "properties": {
    "planet_name": {
      "type": "string",
      "description": "Exact planet name for detail lookup (e.g. \"HD 209458 b\", \"TRAPPIST-1 e\", \"Kepler-452 b\")"
    }
  },
  "additionalProperties": false
}

nasaexoplanet.planets.habitable

Find potentially habitable exoplanets in the conservative habitable zone — planets with Earth-like radius (0.5–2.0 R⊕) and equilibrium temperature suitable for liquid water (180–310 K). Sorted by radius ascending. Returns radius, mass, orbital period, equilibrium temperature, insolation flux, and host star details. Customisable temperature and radius bounds for optimistic or strict filtering (NASA Exoplanet Archive — pscomppars table).

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Argument	Type	Description
limit	integer	Maximum number of candidates to return (default 20, max 100)
temp_max	number	Maximum equilibrium temperature in Kelvin (default 310 — conservative habitable zone upper bound)
temp_min	number	Minimum equilibrium temperature in Kelvin (default 180 — conservative habitable zone lower bound)
radius_max	number	Maximum planet radius in Earth radii (default 2.0 — upper limit for rocky planets)
radius_min	number	Minimum planet radius in Earth radii (default 0.5 — filters sub-Earth bodies)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of candidates to return (default 20, max 100)"
    },
    "temp_max": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum equilibrium temperature in Kelvin (default 310 — conservative habitable zone upper bound)"
    },
    "temp_min": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum equilibrium temperature in Kelvin (default 180 — conservative habitable zone lower bound)"
    },
    "radius_max": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum planet radius in Earth radii (default 2.0 — upper limit for rocky planets)"
    },
    "radius_min": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum planet radius in Earth radii (default 0.5 — filters sub-Earth bodies)"
    }
  },
  "additionalProperties": false
}

nasaexoplanet.planets.search

Search NASA Exoplanet Archive for confirmed exoplanets by name, host star, discovery method, year range, radius, or mass. Returns orbital period, radius, mass, equilibrium temperature, discovery year and facility, and system distance. 6,298+ confirmed planets from Transit, Radial Velocity, Imaging, and Microlensing surveys (NASA Exoplanet Archive).

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Argument	Type	Description
limit	integer	Maximum number of results to return (default 20, max 100)
mass_max	number	Maximum planet mass in Earth masses (e.g. 318 ≈ 1 Jupiter mass)
mass_min	number	Minimum planet mass in Earth masses (e.g. 0.1 for sub-Earths)
host_name	string	Host star name or partial name (e.g. "51 Peg", "Kepler-442")
radius_max	number	Maximum planet radius in Earth radii (e.g. 2.0 for super-Earths; 11 ≈ Jupiter)
radius_min	number	Minimum planet radius in Earth radii (e.g. 0.5 for sub-Earths and above)
planet_name	string	Planet name or partial name to search (e.g. "Kepler-22 b", "TOI-700")
disc_year_max	integer	Maximum discovery year (e.g. 2020 to filter planets found before 2021)
disc_year_min	integer	Minimum discovery year (e.g. 2010 to filter planets found in 2010 or later)
discovery_method	string	Discovery method filter (e.g. "Transit", "Radial Velocity", "Imaging")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (default 20, max 100)"
    },
    "mass_max": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum planet mass in Earth masses (e.g. 318 ≈ 1 Jupiter mass)"
    },
    "mass_min": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum planet mass in Earth masses (e.g. 0.1 for sub-Earths)"
    },
    "host_name": {
      "type": "string",
      "description": "Host star name or partial name (e.g. \"51 Peg\", \"Kepler-442\")"
    },
    "radius_max": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum planet radius in Earth radii (e.g. 2.0 for super-Earths; 11 ≈ Jupiter)"
    },
    "radius_min": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum planet radius in Earth radii (e.g. 0.5 for sub-Earths and above)"
    },
    "planet_name": {
      "type": "string",
      "description": "Planet name or partial name to search (e.g. \"Kepler-22 b\", \"TOI-700\")"
    },
    "disc_year_max": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1988,
      "description": "Maximum discovery year (e.g. 2020 to filter planets found before 2021)"
    },
    "disc_year_min": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1988,
      "description": "Minimum discovery year (e.g. 2010 to filter planets found in 2010 or later)"
    },
    "discovery_method": {
      "enum": [
        "Transit",
        "Radial Velocity",
        "Microlensing",
        "Imaging",
        "Astrometry",
        "Transit Timing Variations",
        "Orbital Brightness Modulation",
        "Pulsar Timing",
        "Pulsation Timing Variations",
        "Disk Kinematics",
        "Eclipse Timing Variations"
      ],
      "type": "string",
      "description": "Discovery method filter (e.g. \"Transit\", \"Radial Velocity\", \"Imaging\")"
    }
  },
  "additionalProperties": false
}

nasaexoplanet.planets.stats

Get discovery statistics for confirmed exoplanets aggregated by method, year, or facility. Group by "method" to see Transit vs Radial Velocity vs Imaging counts, "year" for annual discovery trends since 1988, or "facility" to rank observatories and missions (Kepler, TESS, Keck, etc.) by total discoveries (NASA Exoplanet Archive).

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Argument	Type	Description
limit	integer	Maximum number of groups to return (default 50, max 100)
group_by	string	Dimension to aggregate by: "method" (discovery method counts), "year" (annual discoveries), or "facility" (telescope/observatory counts). Default: method

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of groups to return (default 50, max 100)"
    },
    "group_by": {
      "enum": [
        "method",
        "year",
        "facility"
      ],
      "type": "string",
      "description": "Dimension to aggregate by: \"method\" (discovery method counts), \"year\" (annual discoveries), or \"facility\" (telescope/observatory counts). Default: method"
    }
  },
  "additionalProperties": false
}

nasantrs.reports.detail

Get the full citation and metadata for a specific NASA technical report by its numeric NTRS ID. Returns complete record: title, full abstract, all authors with organizational affiliations, document type, NASA center, publication and submission dates, subject categories, keywords, report numbers, and direct PDF/fulltext download URLs. Use nasantrs.reports.search or nasantrs.reports.recent to find NTRS IDs, or extract the ID from the URL at ntrs.nasa.gov/citations/{id}. PDF download links point directly to the NASA server — freely accessible without authentication.

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Argument	Type	Description
report_id*	integer	Numeric NTRS submission/citation ID (e.g. 20140017767). Obtain from nasantrs.reports.search or nasantrs.reports.recent results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "report_id"
  ],
  "properties": {
    "report_id": {
      "type": "integer",
      "description": "Numeric NTRS submission/citation ID (e.g. 20140017767). Obtain from nasantrs.reports.search or nasantrs.reports.recent results."
    }
  },
  "additionalProperties": false
}

nasantrs.reports.recent

Retrieve the most recently published NASA technical reports, sorted by public release date (newest first). Optionally filter by NASA center to monitor new publications from JPL, GSFC, JSC, MSFC, LaRC, ARC, GRC, or KSC. Returns title, release date, NASA center, document type, and NTRS ID for each report. Useful for tracking the latest NASA research across any discipline — space exploration, aeronautics, Earth science, technology development, and more. All documents are open access under US Government public domain.

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
limit	integer	Number of recent reports to return (1–25, default 10).
center	string	Filter by NASA center code to see only recent publications from a specific center (e.g. JPL, GSFC, JSC, MSFC, LaRC, ARC, GRC, KSC).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of recent reports to return (1–25, default 10)."
    },
    "center": {
      "type": "string",
      "description": "Filter by NASA center code to see only recent publications from a specific center (e.g. JPL, GSFC, JSC, MSFC, LaRC, ARC, GRC, KSC)."
    }
  },
  "additionalProperties": false
}

nasantrs.reports.search

Full-text search across 645,000+ NASA technical reports, conference papers, contractor reports, presentations, and memoranda spanning 1915 to present. Filter by NASA center (JPL, GSFC, JSC, MSFC, LaRC, ARC, GRC, KSC) and sort by relevance or date. Returns title, abstract, authors with affiliations, document type, publication date, subject categories, keywords, and direct PDF download URLs. Covers aeronautics, space exploration, Earth science, astrophysics, propulsion, materials science, robotics, and all NASA research domains. Free and open access — US Government public domain.

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Argument	Type	Description
page	integer	Page number for pagination (default 1). Use with limit to browse large result sets.
sort	string	Sort order: "score" (relevance, default), "releaseDate" (public release date), "submittedDate" (submission date).
limit	integer	Number of results to return per page (1–25, default 10).
order	string	Sort direction: "asc" (ascending) or "desc" (descending, default for date sorts).
query	string	Full-text search query. Searches titles, abstracts, keywords, and author names (e.g. "solar wind", "lunar lander", "propulsion system"). Leave empty to browse all documents.
center	string	Filter by NASA center code. Examples: JPL (Jet Propulsion Laboratory), GSFC (Goddard Space Flight Center), JSC (Johnson), MSFC (Marshall), LaRC (Langley), ARC (Ames), GRC (Glenn), KSC (Kennedy).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1). Use with limit to browse large result sets."
    },
    "sort": {
      "enum": [
        "score",
        "releaseDate",
        "submittedDate"
      ],
      "type": "string",
      "description": "Sort order: \"score\" (relevance, default), \"releaseDate\" (public release date), \"submittedDate\" (submission date)."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return per page (1–25, default 10)."
    },
    "order": {
      "enum": [
        "asc",
        "desc"
      ],
      "type": "string",
      "description": "Sort direction: \"asc\" (ascending) or \"desc\" (descending, default for date sorts)."
    },
    "query": {
      "type": "string",
      "description": "Full-text search query. Searches titles, abstracts, keywords, and author names (e.g. \"solar wind\", \"lunar lander\", \"propulsion system\"). Leave empty to browse all documents."
    },
    "center": {
      "type": "string",
      "description": "Filter by NASA center code. Examples: JPL (Jet Propulsion Laboratory), GSFC (Goddard Space Flight Center), JSC (Johnson), MSFC (Marshall), LaRC (Langley), ARC (Ames), GRC (Glenn), KSC (Kennedy)."
    }
  },
  "additionalProperties": false
}

nasantrs.reports.stats

Get aggregate statistics for the entire NASA Technical Reports Server corpus. Returns total document count (645,000+) and breakdowns by: document type (conference paper, contractor report, technical memorandum, presentation, reprint, etc.), subject category (astrophysics, aerodynamics, geophysics, propulsion, etc.), and NASA center (JPL, GSFC, LaRC, MSFC, ARC, JSC, etc.). Also returns the top research keywords across the corpus. Useful for understanding the scope and distribution of NASA's documented research output.

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Argument	Type	Description
detail	boolean	When true, returns full aggregation breakdowns by document type, subject category, NASA center, and top keywords. Always true — parameter reserved for future use.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "detail": {
      "type": "boolean",
      "description": "When true, returns full aggregation breakdowns by document type, subject category, NASA center, and top keywords. Always true — parameter reserved for future use."
    }
  },
  "additionalProperties": false
}

nbi.infrastructure.bridge_detail

Retrieve the full NBI record for a specific US highway bridge identified by state FIPS code and NBI structure number. Returns all inspection and inventory fields: condition ratings (deck, superstructure, substructure, channel, culvert), load ratings (operating and inventory, in tons), structural evaluation, waterway adequacy, posting/closure status, scour-critical rating, deck area (m²), approach details, owner and maintenance agency, functional classification, design load, deck structure/surface/membrane type, improvement costs, inspection frequency and date, fracture-critical designation, federal lands flag, and skew angle. Use nbi.search or nbi.nearby to discover structure numbers before calling this tool. Data: FHWA NBI as of June 2023. No auth required — USDOT public domain.

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Argument	Type	Description
state_code*	string	Two-digit FIPS state code (e.g. "06" for California, "48" for Texas, "36" for New York, "17" for Illinois). Leading zero required for single-digit states (e.g. "01" for Alabama).
structure_number*	string	NBI structure number — the unique bridge identifier within the state (e.g. "06 0021", "27 0052"). Obtainable from the structure_number field in nbi.search or nbi.nearby results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state_code",
    "structure_number"
  ],
  "properties": {
    "state_code": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-digit FIPS state code (e.g. \"06\" for California, \"48\" for Texas, \"36\" for New York, \"17\" for Illinois). Leading zero required for single-digit states (e.g. \"01\" for Alabama)."
    },
    "structure_number": {
      "type": "string",
      "maxLength": 15,
      "minLength": 1,
      "description": "NBI structure number — the unique bridge identifier within the state (e.g. \"06 0021\", \"27 0052\"). Obtainable from the structure_number field in nbi.search or nbi.nearby results."
    }
  },
  "additionalProperties": false
}

nbi.infrastructure.condition_stats

Get aggregated bridge condition statistics for all highway bridges in a given US state. Returns counts and percentages for each condition category: Good, Fair, Poor, and Unknown/Not-applicable. This summary matches the metrics used in the FHWA annual Bridge Conditions report and Congressional infrastructure reporting. A bridge is classified as Structurally Deficient if rated Poor. As of June 2023, ~7% of US bridges (43,000+) are in Poor condition. Useful for state-level infrastructure health dashboards, policy analysis, and funding prioritization. Data: FHWA NBI June 2023. No auth required — USDOT public domain.

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Argument	Type	Description
state_code*	string	Two-digit FIPS state code (e.g. "06" for California, "48" for Texas, "36" for New York, "17" for Illinois). Leading zero required for single-digit states (e.g. "01" for Alabama).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state_code"
  ],
  "properties": {
    "state_code": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-digit FIPS state code (e.g. \"06\" for California, \"48\" for Texas, \"36\" for New York, \"17\" for Illinois). Leading zero required for single-digit states (e.g. \"01\" for Alabama)."
    }
  },
  "additionalProperties": false
}

nbi.infrastructure.nearby

Find US highway bridges within a specified radius (up to 50 miles) of a latitude/longitude coordinate. Results are sorted by lowest sufficiency rating ascending (most at-risk bridges first). Returns the same core fields as nbi.search: structure number, location, feature below, coordinates, condition (Good/Fair/Poor), deck/superstructure/substructure ratings, operating load rating, max span length, deck width, average daily traffic, open/posted/closed status, and scour classification. Useful for infrastructure planning, site assessments, disaster response routing, and proximity analysis. Covers all 621,000+ US highway bridges. No auth required — USDOT/FHWA public domain data.

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Argument	Type	Description
limit	integer	Maximum number of nearby bridges to return (1–100, default 25). Sorted by lowest sufficiency rating ascending.
latitude*	number	Center latitude of the search area in decimal degrees (e.g. 37.7749 for San Francisco).
longitude*	number	Center longitude of the search area in decimal degrees (e.g. -122.4194 for San Francisco).
radius_miles	number	Search radius in miles from the center point (0.1–50, default 10). Larger radii may return up to 100 results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of nearby bridges to return (1–100, default 25). Sorted by lowest sufficiency rating ascending."
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Center latitude of the search area in decimal degrees (e.g. 37.7749 for San Francisco)."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Center longitude of the search area in decimal degrees (e.g. -122.4194 for San Francisco)."
    },
    "radius_miles": {
      "type": "number",
      "maximum": 50,
      "minimum": 0.1,
      "description": "Search radius in miles from the center point (0.1–50, default 10). Larger radii may return up to 100 results."
    }
  },
  "additionalProperties": false
}

nbi.infrastructure.search

Search the National Bridge Inventory (NBI) for highway bridges in a US state, with optional filter by overall condition (Good / Fair / Poor). Returns up to 200 bridges per call, sorted by lowest sufficiency rating first. Each result includes: structure number, location, feature below (river/road), facility carried, coordinates, year built/reconstructed, overall bridge condition, deck/superstructure/substructure ratings (0–9 scale), operating load rating (tons), max span length (m), deck width (m), average daily traffic, open/posted/closed status, sufficiency rating, and scour-critical classification. Covers 621,000+ bridges on public roads across all 50 states plus territories. Data: FHWA NBI as of June 2023, updated annually. No auth required — USDOT public domain.

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Argument	Type	Description
limit	integer	Maximum number of bridges to return (1–200, default 50). Sorted by lowest sufficiency rating ascending.
condition	string	Filter by overall bridge condition: G = Good, F = Fair, P = Poor. Omit to return all conditions.
state_code*	string	Two-digit FIPS state code (e.g. "06" for California, "48" for Texas, "36" for New York, "17" for Illinois). Leading zero required for single-digit states (e.g. "01" for Alabama).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state_code"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of bridges to return (1–200, default 50). Sorted by lowest sufficiency rating ascending."
    },
    "condition": {
      "enum": [
        "G",
        "F",
        "P"
      ],
      "type": "string",
      "description": "Filter by overall bridge condition: G = Good, F = Fair, P = Poor. Omit to return all conditions."
    },
    "state_code": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-digit FIPS state code (e.g. \"06\" for California, \"48\" for Texas, \"36\" for New York, \"17\" for Illinois). Leading zero required for single-digit states (e.g. \"01\" for Alabama)."
    }
  },
  "additionalProperties": false
}

ncbi-eutils.taxonomy.lineage

Get the full taxonomic classification tree for one NCBI TaxID — every ancestor rank from domain/kingdom down to the organism itself (e.g. Eukaryota > Metazoa > Chordata > Mammalia > Carnivora > Felidae > Panthera > Panthera leo), plus scientific name, common name, and parent TaxID. Use ncbi-eutils.taxonomy_search first to find a tax_id. Data: eutils.ncbi.nlm.nih.gov, no auth required.

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Argument	Type	Description
tax_id*	string	NCBI Taxonomy ID (e.g. "9689" for Panthera leo), from ncbi-eutils.taxonomy_search results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tax_id"
  ],
  "properties": {
    "tax_id": {
      "type": "string",
      "pattern": "^\\d+$",
      "description": "NCBI Taxonomy ID (e.g. \"9689\" for Panthera leo), from ncbi-eutils.taxonomy_search results"
    }
  },
  "additionalProperties": false
}

ncbi-eutils.taxonomy.search

Search the NCBI Taxonomy database by organism scientific or common name (e.g. "Panthera leo" or "African elephant"). Returns matching NCBI TaxIDs plus the query translation NCBI actually ran. Use a returned tax_id with ncbi-eutils.taxonomy_summary or ncbi-eutils.taxonomy_lineage. Data: eutils.ncbi.nlm.nih.gov (US National Library of Medicine, public domain), no auth required.

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Argument	Type	Description
query*	string	Organism name to search NCBI Taxonomy for — scientific (e.g. "Panthera leo") or common name (e.g. "African elephant")
retmax	integer	Maximum number of matching TaxIDs to return (1-50, default 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Organism name to search NCBI Taxonomy for — scientific (e.g. \"Panthera leo\") or common name (e.g. \"African elephant\")"
    },
    "retmax": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of matching TaxIDs to return (1-50, default 20)"
    }
  },
  "additionalProperties": false
}

ncbi-eutils.taxonomy.summary

Get the scientific name, common name, taxonomic rank, and division for one NCBI TaxID. Use ncbi-eutils.taxonomy_search first to find a tax_id. For the full kingdom-to-species classification tree, use ncbi-eutils.taxonomy_lineage instead. Data: eutils.ncbi.nlm.nih.gov, no auth required.

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Argument	Type	Description
tax_id*	string	NCBI Taxonomy ID (e.g. "9689" for Panthera leo), from ncbi-eutils.taxonomy_search results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tax_id"
  ],
  "properties": {
    "tax_id": {
      "type": "string",
      "pattern": "^\\d+$",
      "description": "NCBI Taxonomy ID (e.g. \"9689\" for Panthera leo), from ncbi-eutils.taxonomy_search results"
    }
  },
  "additionalProperties": false
}

ncei.climate.daily_data

Retrieve historical daily weather observations from NOAA NCEI — max/min temperature, precipitation, snowfall, wind speed. 260+ years of records from global stations. Values in tenths of °C (temp) and tenths of mm (precip). Source: GHCND dataset.

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Argument	Type	Description
end_date*	string	End date in YYYY-MM-DD format (e.g. 2025-01-31). Max 1 year range.
datatypes	string	Comma-separated data types: TMAX (max temp), TMIN (min temp), PRCP (precipitation), SNOW, AWND (avg wind). Default: all.
start_date*	string	Start date in YYYY-MM-DD format (e.g. 2025-01-01)
station_id*	string	NCEI station ID (e.g. GHCND:USW00094728 for Central Park, NY). Get from ncei.stations tool.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id",
    "start_date",
    "end_date"
  ],
  "properties": {
    "end_date": {
      "type": "string",
      "description": "End date in YYYY-MM-DD format (e.g. 2025-01-31). Max 1 year range."
    },
    "datatypes": {
      "type": "string",
      "description": "Comma-separated data types: TMAX (max temp), TMIN (min temp), PRCP (precipitation), SNOW, AWND (avg wind). Default: all."
    },
    "start_date": {
      "type": "string",
      "description": "Start date in YYYY-MM-DD format (e.g. 2025-01-01)"
    },
    "station_id": {
      "type": "string",
      "minLength": 1,
      "description": "NCEI station ID (e.g. GHCND:USW00094728 for Central Park, NY). Get from ncei.stations tool."
    }
  },
  "additionalProperties": false
}

ncei.climate.stations

Search 100K+ global weather stations from NOAA NCEI by location (state FIPS, ZIP, country). Returns station ID, name, coordinates, elevation, and data coverage dates (some from 1700s). Use station IDs with ncei.daily_data for historical climate records.

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Argument	Type	Description
limit	integer	Number of stations to return (1-25, default 10)
location_id*	string	Location ID: FIPS:06 (California), FIPS:36 (New York), ZIP:10001, CITY:US360019, or CNTRY:US

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "location_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of stations to return (1-25, default 10)"
    },
    "location_id": {
      "type": "string",
      "minLength": 1,
      "description": "Location ID: FIPS:06 (California), FIPS:36 (New York), ZIP:10001, CITY:US360019, or CNTRY:US"
    }
  },
  "additionalProperties": false
}

netherlands-pdok-kadaster.cadastre.get_perceel

Get a single Dutch cadastral parcel by its feature id (from search_percelen results). Returns municipality, section, parcel number, registered size (m²), validity status, and boundary geometry. Data: PDOK / Kadaster (api.pdok.nl), open data, no auth required.

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Argument	Type	Description
id*	string	Feature id (UUID) of a cadastral parcel, e.g. from netherlands-pdok-kadaster.search_percelen results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Feature id (UUID) of a cadastral parcel, e.g. from netherlands-pdok-kadaster.search_percelen results"
    }
  },
  "additionalProperties": false
}

netherlands-pdok-kadaster.cadastre.search_bebouwing

Search Dutch building outlines (bebouwing) near a point, from the Kadaster Basisregistratie Kadaster (BRK) cadastral map. Returns each building's BAG pand identifier, status, source holder (bronhouder), relative height level, and outline geometry. Data: PDOK / Kadaster (api.pdok.nl), open data, no auth required.

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Argument	Type	Description
lat	number	Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Netherlands coverage.
lng	number	Decimal degree longitude (WGS84) — must be supplied together with lat.
limit	integer	Maximum building outlines to return (default 10, max 30)
radius_km	number	Search radius in kilometres around lat/lng (default 1, max 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Netherlands coverage."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84) — must be supplied together with lat."
    },
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Maximum building outlines to return (default 10, max 30)"
    },
    "radius_km": {
      "type": "number",
      "maximum": 20,
      "minimum": 0.1,
      "description": "Search radius in kilometres around lat/lng (default 1, max 20)"
    }
  },
  "additionalProperties": false
}

netherlands-pdok-kadaster.cadastre.search_percelen

Search Dutch cadastral parcels (kadastrale percelen) near a point, from the Kadaster Basisregistratie Kadaster (BRK) cadastral map. Returns each matching parcel's municipality, section, parcel number, registered size (m²), and boundary geometry. Call netherlands-pdok-kadaster.get_perceel for a single parcel's full detail by id. Data: PDOK / Kadaster (api.pdok.nl), open data, no auth required.

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Argument	Type	Description
lat	number	Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Netherlands coverage.
lng	number	Decimal degree longitude (WGS84) — must be supplied together with lat.
limit	integer	Maximum cadastral parcels to return (default 10, max 30)
radius_km	number	Search radius in kilometres around lat/lng (default 1, max 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Decimal degree latitude (WGS84) — must be supplied together with lng. Omit both for full Netherlands coverage."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Decimal degree longitude (WGS84) — must be supplied together with lat."
    },
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Maximum cadastral parcels to return (default 10, max 30)"
    },
    "radius_km": {
      "type": "number",
      "maximum": 20,
      "minimum": 0.1,
      "description": "Search radius in kilometres around lat/lng (default 1, max 20)"
    }
  },
  "additionalProperties": false
}

news.crypto.latest

Cryptocurrency and blockchain news feed — filter by coin (Bitcoin, Ethereum, Solana...), keyword, language. Dedicated crypto news index from specialized sources (NewsData.io)

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Argument	Type	Description
q	string	Search keywords in crypto news (e.g. "Bitcoin ETF", "DeFi")
coin	string	Specific coin filter (e.g. "Bitcoin", "Ethereum", "Solana")
size	integer	Number of articles (default 10, max 50)
language	string	Language code (e.g. "en")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Search keywords in crypto news (e.g. \"Bitcoin ETF\", \"DeFi\")"
    },
    "coin": {
      "type": "string",
      "description": "Specific coin filter (e.g. \"Bitcoin\", \"Ethereum\", \"Solana\")"
    },
    "size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of articles (default 10, max 50)"
    },
    "language": {
      "type": "string",
      "description": "Language code (e.g. \"en\")"
    }
  },
  "additionalProperties": false
}

news.global.latest

Latest news from 180,000+ sources across 200+ countries in 70+ languages. Filter by keyword, country, category, language, domain, and recency. Returns title, link, description, source, sentiment, keywords (NewsData.io)

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Argument	Type	Description
q	string	Search keywords in article title and content (e.g. "AI agents", "climate change")
size	integer	Number of articles to return (default 10, max 50)
domain	string	Filter by source domain (e.g. "bbc.co.uk", "nytimes.com")
country	string	Country code filter, comma-separated (e.g. "us", "gb,de,fr"). 200+ countries supported.
category	string	Category filter, comma-separated: business, entertainment, environment, food, health, politics, science, sports, technology, top, tourism, world
language	string	Language code filter (e.g. "en", "de", "fr", "es"). 70+ languages supported.
timeframe	string	Recency filter in hours (e.g. "24" for last 24 hours, "1" for last hour)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Search keywords in article title and content (e.g. \"AI agents\", \"climate change\")"
    },
    "size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of articles to return (default 10, max 50)"
    },
    "domain": {
      "type": "string",
      "description": "Filter by source domain (e.g. \"bbc.co.uk\", \"nytimes.com\")"
    },
    "country": {
      "type": "string",
      "description": "Country code filter, comma-separated (e.g. \"us\", \"gb,de,fr\"). 200+ countries supported."
    },
    "category": {
      "type": "string",
      "description": "Category filter, comma-separated: business, entertainment, environment, food, health, politics, science, sports, technology, top, tourism, world"
    },
    "language": {
      "type": "string",
      "description": "Language code filter (e.g. \"en\", \"de\", \"fr\", \"es\"). 70+ languages supported."
    },
    "timeframe": {
      "type": "string",
      "description": "Recency filter in hours (e.g. \"24\" for last 24 hours, \"1\" for last hour)"
    }
  },
  "additionalProperties": false
}

news.global.sources

Browse available news sources — filter by country, language, and category. Returns source name, URL, categories, and languages covered. 180,000+ sources indexed (NewsData.io)

read-only

Argument	Type	Description
country	string	Country code to filter sources (e.g. "us", "gb")
category	string	Category to filter sources (e.g. "technology", "business")
language	string	Language code to filter sources (e.g. "en")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country": {
      "type": "string",
      "description": "Country code to filter sources (e.g. \"us\", \"gb\")"
    },
    "category": {
      "type": "string",
      "description": "Category to filter sources (e.g. \"technology\", \"business\")"
    },
    "language": {
      "type": "string",
      "description": "Language code to filter sources (e.g. \"en\")"
    }
  },
  "additionalProperties": false
}

nihreporter.projects.by_org

Find all NIH research grants awarded to a specific university, hospital, or research institute. Provide the institution name (partial uppercase match supported, e.g. "JOHNS HOPKINS", "MAYO CLINIC", "MIT"). Optionally filter by fiscal year or active status. Returns award amount, PI, title, and activity code.

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Argument	Type	Description
limit	integer	Number of results to return (1–25, default 10)
offset	integer	Pagination offset — number of results to skip (default 0)
org_name*	string	Institution or university name to search (e.g. "JOHNS HOPKINS UNIVERSITY", "HARVARD UNIVERSITY", "MAYO CLINIC"). Partial uppercase match.
is_active	boolean	When true, return only currently active/ongoing projects
fiscal_year	integer	Fiscal year to filter (e.g. 2024). NIH fiscal year runs Oct 1 – Sep 30

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "org_name"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1–25, default 10)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)"
    },
    "org_name": {
      "type": "string",
      "description": "Institution or university name to search (e.g. \"JOHNS HOPKINS UNIVERSITY\", \"HARVARD UNIVERSITY\", \"MAYO CLINIC\"). Partial uppercase match."
    },
    "is_active": {
      "type": "boolean",
      "description": "When true, return only currently active/ongoing projects"
    },
    "fiscal_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1985,
      "description": "Fiscal year to filter (e.g. 2024). NIH fiscal year runs Oct 1 – Sep 30"
    }
  },
  "additionalProperties": false
}

nihreporter.projects.by_pi

Find NIH-funded research projects by principal investigator (PI) last name. Optionally narrow by first name, fiscal year, or active status. Returns the researcher's funded projects with award amounts, institutions, titles, and abstract excerpts. Useful for biosketches, grant history lookups, and conflict-of-interest checks.

read-only

Argument	Type	Description
limit	integer	Number of results to return (1–25, default 10)
offset	integer	Pagination offset — number of results to skip (default 0)
is_active	boolean	When true, return only currently active/ongoing projects
last_name*	string	Principal investigator last name (e.g. "BHATT", "FAUCI", "COLLINS"). Case-insensitive, automatically uppercased.
first_name	string	Principal investigator first name for disambiguation (optional, automatically uppercased)
fiscal_year	integer	Fiscal year to filter (e.g. 2024). NIH fiscal year runs Oct 1 – Sep 30

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "last_name"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1–25, default 10)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)"
    },
    "is_active": {
      "type": "boolean",
      "description": "When true, return only currently active/ongoing projects"
    },
    "last_name": {
      "type": "string",
      "description": "Principal investigator last name (e.g. \"BHATT\", \"FAUCI\", \"COLLINS\"). Case-insensitive, automatically uppercased."
    },
    "first_name": {
      "type": "string",
      "description": "Principal investigator first name for disambiguation (optional, automatically uppercased)"
    },
    "fiscal_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1985,
      "description": "Fiscal year to filter (e.g. 2024). NIH fiscal year runs Oct 1 – Sep 30"
    }
  },
  "additionalProperties": false
}

nihreporter.projects.search

Search NIH-funded research projects by keyword, disease, drug, or technique. Returns up to 25 grants per call with PI names, institution, award amount, fiscal year, activity code (R01/U54/F32/etc.), abstract excerpt, and a URL to the full project on reporter.nih.gov. Filter by NIH institute/agency (e.g. NCI, NIDDK, NIAID, NIMH) and fiscal year. Sorted by award amount descending.

read-only

Argument	Type	Description
limit	integer	Number of results to return (1–25, default 10)
agency	string	NIH institute or agency code to filter by (e.g. "NCI" for cancer, "NIDDK" for diabetes, "NIMH" for mental health, "NIAID" for infectious disease)
offset	integer	Pagination offset — number of results to skip (default 0)
keyword*	string	Research topic, disease, drug name, or technique to search (e.g. "mRNA cancer vaccine", "Alzheimer amyloid", "CRISPR")
is_active	boolean	When true, return only currently active/ongoing projects
fiscal_year	integer	Fiscal year to filter results (e.g. 2024). NIH fiscal year runs Oct 1 – Sep 30

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "keyword"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1–25, default 10)"
    },
    "agency": {
      "type": "string",
      "description": "NIH institute or agency code to filter by (e.g. \"NCI\" for cancer, \"NIDDK\" for diabetes, \"NIMH\" for mental health, \"NIAID\" for infectious disease)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)"
    },
    "keyword": {
      "type": "string",
      "description": "Research topic, disease, drug name, or technique to search (e.g. \"mRNA cancer vaccine\", \"Alzheimer amyloid\", \"CRISPR\")"
    },
    "is_active": {
      "type": "boolean",
      "description": "When true, return only currently active/ongoing projects"
    },
    "fiscal_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1985,
      "description": "Fiscal year to filter results (e.g. 2024). NIH fiscal year runs Oct 1 – Sep 30"
    }
  },
  "additionalProperties": false
}

nihreporter.publications.by_project

Retrieve PubMed IDs (PMIDs) of publications linked to a specific NIH core project number (e.g. "R01CA123456"). Returns up to 100 PMIDs per call with direct PubMed URLs. Use the core_project_num field from nihreporter.projects.search results. Chain with education.pubmed_search to fetch full titles and abstracts.

read-only

Argument	Type	Description
limit	integer	Number of publication PMIDs to return (1–100, default 50)
offset	integer	Pagination offset — number of results to skip (default 0)
core_project_num*	string	NIH core project number (e.g. "R01CA123456", "U54GM115371"). Returned as core_project_num in projects.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "core_project_num"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of publication PMIDs to return (1–100, default 50)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of results to skip (default 0)"
    },
    "core_project_num": {
      "type": "string",
      "description": "NIH core project number (e.g. \"R01CA123456\", \"U54GM115371\"). Returned as core_project_num in projects.search results."
    }
  },
  "additionalProperties": false
}

noaa-fisheries-stats.landings.search

Search US commercial (pounds, dollars) and recreational (fish counts) fisheries landings from NOAA Fisheries FOSS by species, state, region, collection type and year range. Data: fisheries.noaa.gov, public US Government data, no auth required.

read-only

Argument	Type	Description
limit	integer	Max rows to return (1-100, default 25).
state	string	US state name, case-insensitive (e.g. "Alaska", "Maine", "Hawaii").
offset	integer	Rows to skip for pagination (default 0).
region	string	NOAA Fisheries region name (e.g. "Alaska", "Hawaii", "Southeast").
species	string	Species name substring, case-insensitive (e.g. "salmon", "pollock", "lobster").
year_to	integer	Last year (inclusive), e.g. 2022.
year_from	integer	First year (inclusive), e.g. 2015.
collection	string	Landings type: Commercial (pounds + dollars) or Recreational (fish counts).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max rows to return (1-100, default 25)."
    },
    "state": {
      "type": "string",
      "maxLength": 40,
      "minLength": 2,
      "description": "US state name, case-insensitive (e.g. \"Alaska\", \"Maine\", \"Hawaii\")."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Rows to skip for pagination (default 0)."
    },
    "region": {
      "type": "string",
      "maxLength": 60,
      "minLength": 2,
      "description": "NOAA Fisheries region name (e.g. \"Alaska\", \"Hawaii\", \"Southeast\")."
    },
    "species": {
      "type": "string",
      "maxLength": 80,
      "minLength": 1,
      "description": "Species name substring, case-insensitive (e.g. \"salmon\", \"pollock\", \"lobster\")."
    },
    "year_to": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Last year (inclusive), e.g. 2022."
    },
    "year_from": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "First year (inclusive), e.g. 2015."
    },
    "collection": {
      "enum": [
        "Commercial",
        "Recreational"
      ],
      "type": "string",
      "description": "Landings type: Commercial (pounds + dollars) or Recreational (fish counts)."
    }
  },
  "additionalProperties": false
}

noaa-fisheries-stats.survey.get_catch

Get NOAA AFSC groundfish survey catch records for a species_code: per-haul catch count, weight (kg), CPUE (kg/km2 and count/km2) and taxon identification confidence.

read-only

Argument	Type	Description
limit	integer	Max rows to return (1-100, default 25).
offset	integer	Rows to skip for pagination (default 0).
hauljoin	integer	Restrict to a single survey haul ID.
species_code*	integer	AFSC survey species code from survey_species (e.g. 21740 = walleye pollock).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "species_code"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max rows to return (1-100, default 25)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Rows to skip for pagination (default 0)."
    },
    "hauljoin": {
      "type": "integer",
      "description": "Restrict to a single survey haul ID."
    },
    "species_code": {
      "type": "integer",
      "description": "AFSC survey species code from survey_species (e.g. 21740 = walleye pollock).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

noaa-fisheries-stats.survey.search_species

Look up species in the NOAA AFSC bottom-trawl groundfish survey (Alaska) by common or scientific name. Returns survey species_code (for survey_catch) plus WoRMS Aphia ID and ITIS TSN cross-references.

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Argument	Type	Description
limit	integer	Max rows to return (1-100, default 25).
offset	integer	Rows to skip for pagination (default 0).
common_name	string	Common name substring, matched lowercase (e.g. "pollock", "halibut").
scientific_name	string	Scientific name substring, case-sensitive (e.g. "Gadus", "Hippoglossus").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max rows to return (1-100, default 25)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Rows to skip for pagination (default 0)."
    },
    "common_name": {
      "type": "string",
      "maxLength": 80,
      "minLength": 1,
      "description": "Common name substring, matched lowercase (e.g. \"pollock\", \"halibut\")."
    },
    "scientific_name": {
      "type": "string",
      "maxLength": 80,
      "minLength": 1,
      "description": "Scientific name substring, case-sensitive (e.g. \"Gadus\", \"Hippoglossus\")."
    }
  },
  "additionalProperties": false
}

noaa.weather.forecast

Get 7-day weather forecast for a US location by latitude/longitude. Returns day and night periods with temperature (°F), precipitation chance, wind speed/direction, and detailed forecast text. Powered by NOAA National Weather Service (api.weather.gov). US contiguous only.

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Argument	Type	Description
latitude*	number	Latitude in decimal degrees (US contiguous only: 24–50)
longitude*	number	Longitude in decimal degrees (US contiguous only: −125 to −66)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 50,
      "minimum": 24,
      "description": "Latitude in decimal degrees (US contiguous only: 24–50)"
    },
    "longitude": {
      "type": "number",
      "maximum": -66,
      "minimum": -125,
      "description": "Longitude in decimal degrees (US contiguous only: −125 to −66)"
    }
  },
  "additionalProperties": false
}

noaa.weather.hourly

Get hourly weather forecast (next 48 hours) for a US location by latitude/longitude. Returns temperature (°F), precipitation chance, wind speed/direction, and short conditions per hour. Powered by NOAA National Weather Service. US contiguous only.

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Argument	Type	Description
latitude*	number	Latitude in decimal degrees (US contiguous only: 24–50)
longitude*	number	Longitude in decimal degrees (US contiguous only: −125 to −66)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 50,
      "minimum": 24,
      "description": "Latitude in decimal degrees (US contiguous only: 24–50)"
    },
    "longitude": {
      "type": "number",
      "maximum": -66,
      "minimum": -125,
      "description": "Longitude in decimal degrees (US contiguous only: −125 to −66)"
    }
  },
  "additionalProperties": false
}

noaa.weather.observation

Get latest weather observation from the nearest ASOS/AWOS station to a US location. Returns current temperature (°C/°F), humidity, wind, pressure, visibility, dewpoint, heat index, wind chill. Powered by NOAA National Weather Service. US contiguous only.

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Argument	Type	Description
latitude*	number	Latitude in decimal degrees (US contiguous only: 24–50)
longitude*	number	Longitude in decimal degrees (US contiguous only: −125 to −66)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 50,
      "minimum": 24,
      "description": "Latitude in decimal degrees (US contiguous only: 24–50)"
    },
    "longitude": {
      "type": "number",
      "maximum": -66,
      "minimum": -125,
      "description": "Longitude in decimal degrees (US contiguous only: −125 to −66)"
    }
  },
  "additionalProperties": false
}

nominatim.geocode.lookup

Look up up to 50 specific OpenStreetMap objects by ID (node/way/relation, e.g. "R146656") and return their addresses and coordinates via Nominatim. Useful for resolving OSM IDs returned by other OSM-based tools. No auth required; ODbL licensed, © OpenStreetMap contributors.

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Argument	Type	Description
osm_ids*	array	OSM object IDs to resolve, each prefixed with its type: N (node), W (way), or R (relation) — e.g. ["R146656", "W284493291"]. Max 50.
language	string	Preferred response language as an Accept-Language value (e.g. "en", "de-DE")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "osm_ids"
  ],
  "properties": {
    "osm_ids": {
      "type": "array",
      "items": {
        "type": "string",
        "maxLength": 20,
        "minLength": 2
      },
      "maxItems": 50,
      "minItems": 1,
      "description": "OSM object IDs to resolve, each prefixed with its type: N (node), W (way), or R (relation) — e.g. [\"R146656\", \"W284493291\"]. Max 50."
    },
    "language": {
      "type": "string",
      "maxLength": 35,
      "description": "Preferred response language as an Accept-Language value (e.g. \"en\", \"de-DE\")"
    }
  },
  "additionalProperties": false
}

nominatim.geocode.reverse

Reverse geocode a latitude/longitude pair into the nearest address or place using OpenStreetMap data via Nominatim. Optional zoom controls the level of detail, from country down to individual building. No auth required; ODbL licensed, © OpenStreetMap contributors.

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Argument	Type	Description
lat*	number	Latitude of the point to resolve to an address
lon*	number	Longitude of the point to resolve to an address
zoom	integer	Level of detail for the resolved address (0=country, 10=city, 18=building, default varies by feature)
language	string	Preferred response language as an Accept-Language value (e.g. "en", "de-DE")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the point to resolve to an address"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the point to resolve to an address"
    },
    "zoom": {
      "type": "integer",
      "maximum": 18,
      "minimum": 0,
      "description": "Level of detail for the resolved address (0=country, 10=city, 18=building, default varies by feature)"
    },
    "language": {
      "type": "string",
      "maxLength": 35,
      "description": "Preferred response language as an Accept-Language value (e.g. \"en\", \"de-DE\")"
    }
  },
  "additionalProperties": false
}

nominatim.geocode.search

Forward geocode a free-form address or place name (e.g. "Eiffel Tower", "1600 Amphitheatre Parkway, Mountain View") into coordinates and structured address data, using OpenStreetMap data via Nominatim. Optionally restrict to specific countries. No auth required; ODbL licensed, © OpenStreetMap contributors.

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Argument	Type	Description
limit	integer	Maximum number of matches to return (1-50, default 5)
query*	string	Free-form search text (e.g. "1600 Amphitheatre Parkway, Mountain View" or "Eiffel Tower")
language	string	Preferred response language as an Accept-Language value (e.g. "en", "de-DE")
country_codes	string	Comma-separated ISO 3166-1 alpha-2 country codes to restrict the search to (e.g. "us,ca")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of matches to return (1-50, default 5)"
    },
    "query": {
      "type": "string",
      "maxLength": 255,
      "minLength": 1,
      "description": "Free-form search text (e.g. \"1600 Amphitheatre Parkway, Mountain View\" or \"Eiffel Tower\")"
    },
    "language": {
      "type": "string",
      "maxLength": 35,
      "description": "Preferred response language as an Accept-Language value (e.g. \"en\", \"de-DE\")"
    },
    "country_codes": {
      "type": "string",
      "maxLength": 100,
      "description": "Comma-separated ISO 3166-1 alpha-2 country codes to restrict the search to (e.g. \"us,ca\")"
    }
  },
  "additionalProperties": false
}

norgesbank.fx.history

Retrieve a historical time series of official Norges Bank exchange rates for any of the 41 available currencies versus NOK. Specify a start/end date (ISO 8601, e.g. 2024-01-01) to get a custom range of business-day spot rates. Returns an array of {date, rate} pairs sorted ascending by date. Useful for charting NOK strength, backtesting currency strategies, or computing historical hedging costs. Data: Norges Bank SDMX EXR dataflow, no auth.

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Argument	Type	Description
currency*	string	ISO 4217 currency code for which to fetch historical rates against NOK (e.g. "USD", "EUR", "GBP").
end_date	string	End date of the historical range in ISO 8601 format (YYYY-MM-DD). Defaults to today if omitted.
start_date	string	Start date of the historical range in ISO 8601 format (YYYY-MM-DD). Defaults to 30 days ago if omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "currency"
  ],
  "properties": {
    "currency": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 4217 currency code for which to fetch historical rates against NOK (e.g. \"USD\", \"EUR\", \"GBP\")."
    },
    "end_date": {
      "type": "string",
      "description": "End date of the historical range in ISO 8601 format (YYYY-MM-DD). Defaults to today if omitted."
    },
    "start_date": {
      "type": "string",
      "description": "Start date of the historical range in ISO 8601 format (YYYY-MM-DD). Defaults to 30 days ago if omitted."
    }
  },
  "additionalProperties": false
}

norgesbank.fx.latest

Get the latest official foreign-exchange rates published by Norges Bank (the Norwegian central bank) — up to 41 currencies quoted against NOK (Norwegian krone). Rates are business-day spot rates from the SDMX REST API. Filter to specific currencies via the optional currencies param (e.g. "USD,EUR,GBP"). No authentication required. Data: Norges Bank SDMX EXR dataflow, open government licence, unlimited.

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Argument	Type	Description
currencies	string	Comma-separated list of ISO 4217 currency codes to include (e.g. "USD,EUR,GBP"). Leave empty to get all 41 currencies.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "currencies": {
      "type": "string",
      "description": "Comma-separated list of ISO 4217 currency codes to include (e.g. \"USD,EUR,GBP\"). Leave empty to get all 41 currencies."
    }
  },
  "additionalProperties": false
}

norgesbank.rates.current

Get the current key policy interest rates set by Norges Bank: the key policy rate (deposit rate / styringsrente), overnight lending rate, and reserve rate. Returns the latest observed value for each rate type across daily and monthly frequencies. The key policy rate is the primary monetary policy instrument of Norway. No authentication required. Data: Norges Bank SDMX IR dataflow, open government licence, unlimited.

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Argument	Type	Description
include_annual	boolean	Set to true to include annual average rates in addition to the latest daily and monthly rates. Default false returns only the most recent observation per rate type.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "include_annual": {
      "type": "boolean",
      "description": "Set to true to include annual average rates in addition to the latest daily and monthly rates. Default false returns only the most recent observation per rate type."
    }
  },
  "additionalProperties": false
}

norgesbank.rates.history

Retrieve a historical time series of Norges Bank key policy interest rates. Choose rate type (SD = key policy rate, OL = overnight lending rate, RR = reserve rate), frequency (B = business daily, M = monthly, A = annual), and date range. Returns {date, rate} pairs sorted ascending. Useful for monetary-policy research, macro models, or comparing Norway's rate cycle against other central banks. Data: Norges Bank SDMX IR dataflow, no auth.

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Argument	Type	Description
end_date	string	End date of the historical range in ISO 8601 format (YYYY-MM-DD or YYYY-MM). Defaults to today if omitted.
frequency	string	Observation frequency: "B" = business daily (default), "M" = monthly average, "A" = annual average.
rate_type	string	Type of key policy rate to retrieve: "SD" = key policy rate (deposit rate), "OL" = overnight lending rate, "RR" = reserve rate. Omit to get all three types.
start_date	string	Start date of the historical range in ISO 8601 format (YYYY-MM-DD or YYYY-MM). Defaults to 1 year ago if omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "end_date": {
      "type": "string",
      "description": "End date of the historical range in ISO 8601 format (YYYY-MM-DD or YYYY-MM). Defaults to today if omitted."
    },
    "frequency": {
      "enum": [
        "B",
        "M",
        "A"
      ],
      "type": "string",
      "description": "Observation frequency: \"B\" = business daily (default), \"M\" = monthly average, \"A\" = annual average."
    },
    "rate_type": {
      "enum": [
        "SD",
        "OL",
        "RR"
      ],
      "type": "string",
      "description": "Type of key policy rate to retrieve: \"SD\" = key policy rate (deposit rate), \"OL\" = overnight lending rate, \"RR\" = reserve rate. Omit to get all three types."
    },
    "start_date": {
      "type": "string",
      "description": "Start date of the historical range in ISO 8601 format (YYYY-MM-DD or YYYY-MM). Defaults to 1 year ago if omitted."
    }
  },
  "additionalProperties": false
}

norway-kartverket-stedsnavn.places.get_place

Get the full record for a single Norwegian place by its stedsnummer id (from search_names or search_by_point results). Returns all written name forms (incl. Sámi/minority-language forms where applicable), status, type, county, municipality, coordinates, last-updated date, and boundary geometry where available. Data: Kartverket (Norwegian Mapping Authority), NLOD 2.0 open licence, no auth required.

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Argument	Type	Description
place_id*	any	Norwegian place id (stedsnummer) to look up, e.g. 307915 for Oslo — from search_names or search_by_point results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "place_id"
  ],
  "properties": {
    "place_id": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "string",
          "minLength": 1
        }
      ],
      "description": "Norwegian place id (stedsnummer) to look up, e.g. 307915 for Oslo — from search_names or search_by_point results"
    }
  },
  "additionalProperties": false
}

norway-kartverket-stedsnavn.places.search_by_point

Find Norwegian place names near a geographic coordinate (reverse geocoding), from the Kartverket Stedsnavn register. Returns matching place ids, types, names, municipality, and coordinates within the given radius. Data: Kartverket (Norwegian Mapping Authority), NLOD 2.0 open licence, no auth required.

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Argument	Type	Description
lat*	number	Decimal degree latitude (WGS84/EUREF89) within Norway, e.g. 59.91273 for Oslo
lng*	number	Decimal degree longitude (WGS84/EUREF89) within Norway, e.g. 10.74609 for Oslo
limit	integer	Maximum place names to return (default 10, max 30)
radius_m	number	Search radius in metres around lat/lng (default 500, max 10000)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 72,
      "minimum": 57,
      "description": "Decimal degree latitude (WGS84/EUREF89) within Norway, e.g. 59.91273 for Oslo"
    },
    "lng": {
      "type": "number",
      "maximum": 32,
      "minimum": 4,
      "description": "Decimal degree longitude (WGS84/EUREF89) within Norway, e.g. 10.74609 for Oslo"
    },
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Maximum place names to return (default 10, max 30)"
    },
    "radius_m": {
      "type": "number",
      "maximum": 10000,
      "minimum": 10,
      "description": "Search radius in metres around lat/lng (default 500, max 10000)"
    }
  },
  "additionalProperties": false
}

norway-kartverket-stedsnavn.places.search_names

Search the official Norwegian place name register (Kartverket Stedsnavn) by text, optionally filtered by county or municipality. Returns each match's place id (stedsnummer), type (city, lake, mountain, street, etc.), status, language, county, municipality, and coordinates. Call norway-kartverket-stedsnavn.get_place for full detail on a specific result. Data: Kartverket (Norwegian Mapping Authority), NLOD 2.0 open licence, no auth required.

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Argument	Type	Description
fuzzy	boolean	Allow fuzzy/approximate text matching instead of exact substring search
limit	integer	Maximum results to return (default 10, max 30)
query*	string	Place name text to search for, e.g. "Oslo" or "Bergen"
county	string	Filter results to a Norwegian county name (fylkesnavn), e.g. "Viken"
municipality	string	Filter results to a Norwegian municipality name (kommunenavn), e.g. "Bergen"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "fuzzy": {
      "type": "boolean",
      "description": "Allow fuzzy/approximate text matching instead of exact substring search"
    },
    "limit": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Maximum results to return (default 10, max 30)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Place name text to search for, e.g. \"Oslo\" or \"Bergen\""
    },
    "county": {
      "type": "string",
      "description": "Filter results to a Norwegian county name (fylkesnavn), e.g. \"Viken\""
    },
    "municipality": {
      "type": "string",
      "description": "Filter results to a Norwegian municipality name (kommunenavn), e.g. \"Bergen\""
    }
  },
  "additionalProperties": false
}

npm.packages.downloads

Get download count for any npm package over a time period: last-day, last-week, last-month, last-year. Useful for measuring package popularity, adoption trends, and comparing alternatives (e.g. express: 92M/week).

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Argument	Type	Description
period	string	Time period for download stats (default: last-week)
package*	string	npm package name (e.g. express, lodash, typescript)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "package"
  ],
  "properties": {
    "period": {
      "enum": [
        "last-day",
        "last-week",
        "last-month",
        "last-year"
      ],
      "type": "string",
      "description": "Time period for download stats (default: last-week)"
    },
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "npm package name (e.g. express, lodash, typescript)"
    }
  },
  "additionalProperties": false
}

npm.packages.info

Get metadata for any npm package: version, description, license, dependencies, maintainers, repository URL, keywords, engines. 2.1M+ packages. Supports scoped packages (@scope/name). Returns latest version by default or a specific version.

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Argument	Type	Description
package*	string	npm package name (e.g. express, react, @anthropic-ai/sdk)
version	string	Specific version to fetch (e.g. 5.2.1). Defaults to latest

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "package"
  ],
  "properties": {
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "npm package name (e.g. express, react, @anthropic-ai/sdk)"
    },
    "version": {
      "type": "string",
      "description": "Specific version to fetch (e.g. 5.2.1). Defaults to latest"
    }
  },
  "additionalProperties": false
}

npm.packages.search

Search 2.1M+ npm packages by keyword. Returns ranked results with quality, popularity, and maintenance scores, download counts, dependents, license, publisher. Find libraries for any task (e.g. "mcp server", "react hooks", "typescript orm").

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Argument	Type	Description
size	integer	Number of results to return (1-20, default 10)
query*	string	Search query (e.g. "mcp server", "react hooks", "typescript orm")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "size": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query (e.g. \"mcp server\", \"react hooks\", \"typescript orm\")"
    }
  },
  "additionalProperties": false
}

npm.packages.versions

List all published versions of an npm package with dist-tags (latest, next, beta), deprecation status, and total version count. Returns the 50 most recent versions. Useful for dependency auditing and upgrade planning.

read-only

Argument	Type	Description
package*	string	npm package name to list all versions (e.g. express, react)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "package"
  ],
  "properties": {
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "npm package name to list all versions (e.g. express, react)"
    }
  },
  "additionalProperties": false
}

nrc.reactor.annual_data

Retrieve full-year historical power status data for US nuclear reactors from NRC annual archives. Data is available from 1999 through the current year. Optionally filter by reactor unit name to retrieve a single reactor's complete year record. Each record contains the date, unit name, and power percentage (0–100%). Supports capacity factor analysis, long-term outage pattern research, nuclear energy generation modeling, and historical grid impact studies. Returns up to 1000 rows per call (full annual files contain 17K–35K rows). No auth — US NRC public domain data (Atomic Energy Act), unlimited free.

read-only

Argument	Type	Description
unit	string	Optional reactor unit name filter (e.g. "Palo Verde 1"). When provided, returns only records for that reactor. Case-insensitive.
year	integer	Calendar year for the historical archive (1999–current year). Defaults to the current year. Annual files contain daily snapshots for all ~95 US reactors.
limit	integer	Maximum number of rows to return (1–1000). Defaults to 200. The full annual file may contain 17K–35K rows.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "unit": {
      "type": "string",
      "description": "Optional reactor unit name filter (e.g. \"Palo Verde 1\"). When provided, returns only records for that reactor. Case-insensitive."
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1999,
      "description": "Calendar year for the historical archive (1999–current year). Defaults to the current year. Annual files contain daily snapshots for all ~95 US reactors."
    },
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of rows to return (1–1000). Defaults to 200. The full annual file may contain 17K–35K rows."
    }
  },
  "additionalProperties": false
}

nrc.reactor.current_status

Get the latest daily power output for all ~95 US commercial nuclear reactor units as reported by the US Nuclear Regulatory Commission (NRC). Returns each reactor's current power level as a percentage of licensed thermal power (0–100%), operational status (full_power / reduced_power / shutdown), and fleet-wide summary counts. Data is updated each business day M–F and reflects the previous day's reported capacity. Essential for US energy grid monitoring, nuclear generation capacity dashboards, and power market analysis. No auth — US NRC public domain data (Atomic Energy Act), unlimited free.

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Argument	Type	Description
sort_by	string	Sort order for the reactor list. "name" (alphabetical, default), "power_asc" (lowest power first), "power_desc" (highest power first).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort_by": {
      "enum": [
        "name",
        "power_asc",
        "power_desc"
      ],
      "type": "string",
      "description": "Sort order for the reactor list. \"name\" (alphabetical, default), \"power_asc\" (lowest power first), \"power_desc\" (highest power first)."
    }
  },
  "additionalProperties": false
}

nrc.reactor.history

Retrieve up to 365 days of daily power output history for a specific US nuclear reactor unit. Provide the full NRC unit name (e.g. "Diablo Canyon 1", "Watts Bar 2") and the number of days to look back. Returns a chronological series of power percentages and status labels, enabling trend analysis, outage detection, maintenance window identification, and capacity factor calculation for individual reactors. Covers all units in the NRC 365-day rolling file. No auth — US NRC public domain data (Atomic Energy Act), unlimited free.

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Argument	Type	Description
days	integer	Number of most-recent days to retrieve (1–365). Defaults to 30. Data is available for the last 365 calendar days.
unit*	string	Full NRC reactor unit name as it appears in the status report (e.g. "Arkansas Nuclear 1", "Diablo Canyon 2", "Watts Bar 1"). Case-insensitive.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "unit"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 365,
      "minimum": 1,
      "description": "Number of most-recent days to retrieve (1–365). Defaults to 30. Data is available for the last 365 calendar days."
    },
    "unit": {
      "type": "string",
      "minLength": 1,
      "description": "Full NRC reactor unit name as it appears in the status report (e.g. \"Arkansas Nuclear 1\", \"Diablo Canyon 2\", \"Watts Bar 1\"). Case-insensitive."
    }
  },
  "additionalProperties": false
}

nrc.reactor.outages

Identify US nuclear reactors currently operating below a specified power threshold. By default returns all reactors not at full power (below 100%). Set max_power=0 to see only fully-shutdown reactors, or max_power=50 to find reactors at half-power or less. Results include power percentage and status (reduced_power or shutdown) sorted lowest-power first. Useful for energy grid impact assessment, nuclear capacity risk monitoring, and real-time tracking of planned and unplanned reactor outages across the US fleet. No auth — US NRC public domain data (Atomic Energy Act), unlimited free.

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Argument	Type	Description
max_power	integer	Maximum power percentage threshold (inclusive, 0–100). Returns reactors at or below this level. Default 99 returns all reactors not at full power (100%). Set to 0 to see only fully-shutdown reactors.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "max_power": {
      "type": "integer",
      "maximum": 100,
      "minimum": 0,
      "description": "Maximum power percentage threshold (inclusive, 0–100). Returns reactors at or below this level. Default 99 returns all reactors not at full power (100%). Set to 0 to see only fully-shutdown reactors."
    }
  },
  "additionalProperties": false
}

nrel.afdc.detail

Get detailed record for one specific alt-fuel station by its AFDC station ID — operator info, full address, hours per day-of-week, EV charging speed breakdown (Level 1/2/DC Fast outlet counts), accepted payment methods, access restrictions.

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Argument	Type	Description
station_id*	integer	AFDC station ID (positive integer). Obtained from afdc_stations_nearest or afdc_stations_search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "station_id": {
      "type": "integer",
      "description": "AFDC station ID (positive integer). Obtained from afdc_stations_nearest or afdc_stations_search results.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

nrel.afdc.nearest

Find the nearest alternative fuel stations to a given US location (latitude/longitude). Includes EV charging (Level 1/2/DC Fast), CNG, LNG, propane, biodiesel, hydrogen. Returns station name, address, network, plug types, hours, last verified date. US-specific; for global EV stations use openchargemap.

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Argument	Type	Description
limit	integer	Max stations to return (1-200). Default 20.
radius	number	Search radius in miles (max 500). Default 5.
status	string	Station status: E=available (open), P=planned (future), T=temporarily unavailable. Default E.
latitude*	number	WGS84 latitude (US territory only). Example: 37.7749 for San Francisco.
fuel_type	string	Comma-separated fuel codes: ELEC (electric), CNG, LNG, LPG (propane), BD (biodiesel), E85, HY (hydrogen). Default ELEC.
longitude*	number	WGS84 longitude (US territory only). Example: -122.4194 for San Francisco.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 200,
      "minimum": 1,
      "description": "Max stations to return (1-200). Default 20."
    },
    "radius": {
      "type": "number",
      "default": 5,
      "description": "Search radius in miles (max 500). Default 5."
    },
    "status": {
      "enum": [
        "E",
        "P",
        "T"
      ],
      "type": "string",
      "default": "E",
      "description": "Station status: E=available (open), P=planned (future), T=temporarily unavailable. Default E."
    },
    "latitude": {
      "type": "number",
      "description": "WGS84 latitude (US territory only). Example: 37.7749 for San Francisco."
    },
    "fuel_type": {
      "type": "string",
      "default": "ELEC",
      "description": "Comma-separated fuel codes: ELEC (electric), CNG, LNG, LPG (propane), BD (biodiesel), E85, HY (hydrogen). Default ELEC."
    },
    "longitude": {
      "type": "number",
      "description": "WGS84 longitude (US territory only). Example: -122.4194 for San Francisco."
    }
  },
  "additionalProperties": false
}

nrel.afdc.search

Search US alt-fuel stations by ZIP, state, or city. Filterable by fuel type, EV network, connector type, and access level. Use for state-level analytics or city-wide EV infrastructure surveys; use afdc_stations_nearest for proximity search to a coordinate.

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Argument	Type	Description
zip	string	5-digit US ZIP code to search within. Example: '94102'.
city	string	City name. Use with state for disambiguation. Example: Oakland.
limit	integer	Results per page (1-200). Default 50.
state	string	2-letter US state code. Example: 'CA', 'TX', 'NY'.
access	string	Filter by access type: 'public' for open-access stations, 'private' for fleet-only.
offset	integer	Pagination offset — number of results to skip. Default 0.
status	string	Station status: E=available (open), P=planned (future), T=temporarily unavailable. Default E.
fuel_type	string	Comma-separated fuel codes: ELEC (electric), CNG, LNG, LPG (propane), BD (biodiesel), E85, HY (hydrogen). Default ELEC.
ev_connector_type	string	EV connector codes (comma-separated): J1772 (Level 2), J1772COMBO (CCS), CHADEMO, TESLA, NEMA1450, NEMA515.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "zip": {
      "type": "string",
      "description": "5-digit US ZIP code to search within. Example: '94102'."
    },
    "city": {
      "type": "string",
      "description": "City name. Use with state for disambiguation. Example: Oakland."
    },
    "limit": {
      "type": "integer",
      "default": 50,
      "maximum": 200,
      "minimum": 1,
      "description": "Results per page (1-200). Default 50."
    },
    "state": {
      "type": "string",
      "description": "2-letter US state code. Example: 'CA', 'TX', 'NY'."
    },
    "access": {
      "enum": [
        "public",
        "private"
      ],
      "type": "string",
      "description": "Filter by access type: 'public' for open-access stations, 'private' for fleet-only."
    },
    "offset": {
      "type": "integer",
      "default": 0,
      "minimum": 0,
      "description": "Pagination offset — number of results to skip. Default 0."
    },
    "status": {
      "enum": [
        "E",
        "P",
        "T"
      ],
      "type": "string",
      "default": "E",
      "description": "Station status: E=available (open), P=planned (future), T=temporarily unavailable. Default E."
    },
    "fuel_type": {
      "type": "string",
      "default": "ELEC",
      "description": "Comma-separated fuel codes: ELEC (electric), CNG, LNG, LPG (propane), BD (biodiesel), E85, HY (hydrogen). Default ELEC."
    },
    "ev_connector_type": {
      "type": "string",
      "description": "EV connector codes (comma-separated): J1772 (Level 2), J1772COMBO (CCS), CHADEMO, TESLA, NEMA1450, NEMA515."
    }
  },
  "additionalProperties": false
}

nrel.pvwatts.estimate

Calculate monthly and annual AC energy production (kWh) for a residential or commercial solar PV system at any global location. Uses NSRDB satellite-derived solar resource data. Returns monthly AC/DC energy, capacity factor, plane-of-array irradiance, and solar radiation. Unique — no other tool in this catalog estimates solar PV output.

read-only

Argument	Type	Description
tilt	number	Module tilt angle in degrees from horizontal (0=flat/horizontal, 90=vertical). Default 20.
losses	number	System losses percentage (0-99). Accounts for wiring, soiling, shading. Default 14 (NREL recommended).
azimuth	number	Array azimuth angle: 0=north, 90=east, 180=south (default, optimal in Northern Hemisphere), 270=west.
latitude*	number	Site latitude in decimal degrees (global, WGS84). Example: 37.7749 (San Francisco), 51.5074 (London).
longitude*	number	Site longitude in decimal degrees (global, WGS84). Example: -122.4194 (San Francisco), -0.1278 (London).
array_type	integer	Array mount type: 0=Fixed open rack, 1=Fixed roof mount (default), 2=1-axis tracking, 3=1-axis backtracking, 4=2-axis tracking.
module_type	integer	Solar module type: 0=Standard (polycrystalline), 1=Premium (monocrystalline, default), 2=Thin Film.
system_capacity*	number	System DC nameplate capacity in kilowatts (kW). Example: 5 for a typical residential system, 100 for commercial.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude",
    "system_capacity"
  ],
  "properties": {
    "tilt": {
      "type": "number",
      "default": 20,
      "maximum": 90,
      "minimum": 0,
      "description": "Module tilt angle in degrees from horizontal (0=flat/horizontal, 90=vertical). Default 20."
    },
    "losses": {
      "type": "number",
      "default": 14,
      "maximum": 99,
      "minimum": 0,
      "description": "System losses percentage (0-99). Accounts for wiring, soiling, shading. Default 14 (NREL recommended)."
    },
    "azimuth": {
      "type": "number",
      "default": 180,
      "maximum": 360,
      "minimum": 0,
      "description": "Array azimuth angle: 0=north, 90=east, 180=south (default, optimal in Northern Hemisphere), 270=west."
    },
    "latitude": {
      "type": "number",
      "description": "Site latitude in decimal degrees (global, WGS84). Example: 37.7749 (San Francisco), 51.5074 (London)."
    },
    "longitude": {
      "type": "number",
      "description": "Site longitude in decimal degrees (global, WGS84). Example: -122.4194 (San Francisco), -0.1278 (London)."
    },
    "array_type": {
      "type": "integer",
      "default": 1,
      "maximum": 4,
      "minimum": 0,
      "description": "Array mount type: 0=Fixed open rack, 1=Fixed roof mount (default), 2=1-axis tracking, 3=1-axis backtracking, 4=2-axis tracking."
    },
    "module_type": {
      "type": "integer",
      "default": 1,
      "maximum": 2,
      "minimum": 0,
      "description": "Solar module type: 0=Standard (polycrystalline), 1=Premium (monocrystalline, default), 2=Thin Film."
    },
    "system_capacity": {
      "type": "number",
      "description": "System DC nameplate capacity in kilowatts (kW). Example: 5 for a typical residential system, 100 for commercial.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

nsf-awards.grants.detail

Get full detail for a single NSF research award by award ID, including the complete abstract, principal investigator and co-PI contacts, program officer, directorate/division, funding by fiscal year, and award dates. Data: api.nsf.gov (National Science Foundation), no auth required.

read-only

Argument	Type	Description
id*	string	NSF award ID, e.g. "2617572". Obtained from nsf-awards.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "NSF award ID, e.g. \"2617572\". Obtained from nsf-awards.search results."
    }
  },
  "additionalProperties": false
}

nsf-awards.grants.search

Search US National Science Foundation funded research awards by keyword, recipient institution name, US state, CFDA program number, and award date range. Returns award ID, title, awardee, principal investigator, dates, funding amount, program, and an abstract excerpt for each match. Data: api.nsf.gov (National Science Foundation), no auth required.

read-only

Argument	Type	Description
rpp	integer	Results per page, 1-25 (default 10).
dateEnd	string	Only awards made on/before this date, format MM/DD/YYYY.
keyword	string	Full-text search term matched against award title/abstract (e.g. "climate", "quantum computing").
dateStart	string	Only awards made on/after this date, format MM/DD/YYYY.
cfdaNumber	string	Filter by CFDA program number (e.g. "47.070" for Computer and Information Science).
awardeeName	string	Filter by recipient institution name substring (e.g. "Stanford", "MIT").
awardeeStateCode	string	Filter by recipient institution US state code, 2 letters (e.g. "CA", "NY").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "rpp": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Results per page, 1-25 (default 10)."
    },
    "dateEnd": {
      "type": "string",
      "description": "Only awards made on/before this date, format MM/DD/YYYY."
    },
    "keyword": {
      "type": "string",
      "description": "Full-text search term matched against award title/abstract (e.g. \"climate\", \"quantum computing\")."
    },
    "dateStart": {
      "type": "string",
      "description": "Only awards made on/after this date, format MM/DD/YYYY."
    },
    "cfdaNumber": {
      "type": "string",
      "description": "Filter by CFDA program number (e.g. \"47.070\" for Computer and Information Science)."
    },
    "awardeeName": {
      "type": "string",
      "description": "Filter by recipient institution name substring (e.g. \"Stanford\", \"MIT\")."
    },
    "awardeeStateCode": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Filter by recipient institution US state code, 2 letters (e.g. \"CA\", \"NY\")."
    }
  },
  "additionalProperties": false
}

nutrition.fatsecret.details

Complete nutritional profile for a food item by FatSecret ID — all serving sizes with calories, total/saturated/trans fat, cholesterol, sodium, potassium, carbs, fiber, sugar, protein, vitamins A/C/D, calcium, iron. 2.3M+ foods (FatSecret)

read-only

Argument	Type	Description
food_id*	string	FatSecret food ID from search results (e.g. "33691" for chicken breast)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "food_id"
  ],
  "properties": {
    "food_id": {
      "type": "string",
      "minLength": 1,
      "description": "FatSecret food ID from search results (e.g. \"33691\" for chicken breast)"
    }
  },
  "additionalProperties": false
}

nutrition.fatsecret.search

Search 2.3M+ food items by name — branded products, restaurant meals, generic foods from 190+ countries. Returns food ID, name, type, brand, and per-serving summary (calories, fat, carbs, protein). Use food_id for detailed nutritional lookup (FatSecret)

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 0)
query*	string	Food name to search (e.g. "chicken breast", "banana", "greek yogurt")
max_results	integer	Results per page (default 20, max 50)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Page number for pagination (default 0)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Food name to search (e.g. \"chicken breast\", \"banana\", \"greek yogurt\")"
    },
    "max_results": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 20, max 50)"
    }
  },
  "additionalProperties": false
}

nvd.cpes.search

Search the Common Platform Enumeration (CPE) dictionary for product identifiers used by CVEs. Returns CPE 2.3 URI (cpe:2.3:a:vendor:product:version:...), title, deprecation status. Use this to find the exact CPE string before searching CVEs by affected product.

read-only

Argument	Type	Description
keyword*	string	Product keyword to search the CPE dictionary. Examples: 'openssl', 'apache tomcat', 'nginx 1.18'. Returns CPE 2.3 URIs used to identify affected products in CVE records.
start_index	integer	Zero-based offset for pagination. Use with results_per_page to page through large result sets. Default: 0.
results_per_page	integer	Number of CPE records to return per page. Range: 1–1000. Default: 20.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "keyword"
  ],
  "properties": {
    "keyword": {
      "type": "string",
      "description": "Product keyword to search the CPE dictionary. Examples: 'openssl', 'apache tomcat', 'nginx 1.18'. Returns CPE 2.3 URIs used to identify affected products in CVE records."
    },
    "start_index": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based offset for pagination. Use with results_per_page to page through large result sets. Default: 0."
    },
    "results_per_page": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Number of CPE records to return per page. Range: 1–1000. Default: 20."
    }
  },
  "additionalProperties": false
}

nvd.cves.detail

Fetch the canonical NVD record for a specific CVE-ID — full English description, CVSS v3 + v2 vectors and scores, weakness types (CWE), affected CPE configurations with version ranges, and all references with tags. Example: CVE-2021-44228 for Log4Shell.

read-only

Argument	Type	Description
cve_id*	string	Full CVE identifier in canonical form (e.g. 'CVE-2021-44228' for Log4Shell). Format: CVE-YYYY-NNNN+ where YYYY is the year and NNNN+ is a sequence number of four or more digits.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cve_id"
  ],
  "properties": {
    "cve_id": {
      "type": "string",
      "description": "Full CVE identifier in canonical form (e.g. 'CVE-2021-44228' for Log4Shell). Format: CVE-YYYY-NNNN+ where YYYY is the year and NNNN+ is a sequence number of four or more digits."
    }
  },
  "additionalProperties": false
}

nvd.cves.search

Search the National Vulnerability Database for CVE records by keyword, vendor, product, CVSS severity, or publication date range. Returns CVE-ID, summary, CVSS v3 base score, severity (LOW/MEDIUM/HIGH/CRITICAL), affected CPE configurations, references. Distinct from OSV: NVD provides canonical NIST records with CVSS v3 scores, CWE weakness types, and CPE configurations.

read-only

Argument	Type	Description
keyword	string	Free-text keyword to search CVE records. Examples: 'log4j', 'OpenSSL CVE-2023', 'Linux kernel use-after-free'. Combined with other filters using AND logic.
start_index	integer	Zero-based offset for pagination. Use with results_per_page to page through large result sets. Default: 0.
pub_end_date	string	Latest CVE publication date in ISO 8601 extended format with timezone offset (e.g. '2024-12-31T23:59:59.999+00:00'). Must be paired with pub_start_date. Maximum 120-day window.
pub_start_date	string	Earliest CVE publication date in ISO 8601 extended format with timezone offset (e.g. '2024-01-01T00:00:00.000+00:00'). Maximum 120-day window per request when combined with pub_end_date.
cvss_v3_severity	string	Filter by CVSS v3 base severity. LOW = 0.1–3.9, MEDIUM = 4.0–6.9, HIGH = 7.0–8.9, CRITICAL = 9.0–10.0. Omit to return all severities.
results_per_page	integer	Number of CVE records to return per page. Range: 1–2000. Default: 20.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "keyword": {
      "type": "string",
      "description": "Free-text keyword to search CVE records. Examples: 'log4j', 'OpenSSL CVE-2023', 'Linux kernel use-after-free'. Combined with other filters using AND logic."
    },
    "start_index": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based offset for pagination. Use with results_per_page to page through large result sets. Default: 0."
    },
    "pub_end_date": {
      "type": "string",
      "description": "Latest CVE publication date in ISO 8601 extended format with timezone offset (e.g. '2024-12-31T23:59:59.999+00:00'). Must be paired with pub_start_date. Maximum 120-day window."
    },
    "pub_start_date": {
      "type": "string",
      "description": "Earliest CVE publication date in ISO 8601 extended format with timezone offset (e.g. '2024-01-01T00:00:00.000+00:00'). Maximum 120-day window per request when combined with pub_end_date."
    },
    "cvss_v3_severity": {
      "enum": [
        "LOW",
        "MEDIUM",
        "HIGH",
        "CRITICAL"
      ],
      "type": "string",
      "description": "Filter by CVSS v3 base severity. LOW = 0.1–3.9, MEDIUM = 4.0–6.9, HIGH = 7.0–8.9, CRITICAL = 9.0–10.0. Omit to return all severities."
    },
    "results_per_page": {
      "type": "integer",
      "maximum": 2000,
      "minimum": 1,
      "description": "Number of CVE records to return per page. Range: 1–2000. Default: 20."
    }
  },
  "additionalProperties": false
}

nwis.streamflow.annual_stats

Get year-by-year annual mean streamflow statistics for a USGS gauge station. Returns mean discharge (ft3/s) for each water year with records going back to 1900s at major stations. Useful for long-term hydrologic trend analysis, climate change assessment, and water resource planning. Typical major stations have 60–90 years of annual records. Use water.sites to look up station numbers by state or bounding box. No auth — USGS public domain, unlimited calls.

read-only

Argument	Type	Description
site_no*	string	USGS gauge station number, 8–15 digits (e.g. "01646500" for Potomac River near DC). Use water.sites to find station numbers.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "site_no"
  ],
  "properties": {
    "site_no": {
      "type": "string",
      "description": "USGS gauge station number, 8–15 digits (e.g. \"01646500\" for Potomac River near DC). Use water.sites to find station numbers."
    }
  },
  "additionalProperties": false
}

nwis.streamflow.basin_conditions

Get real-time streamflow readings for all active USGS gauge stations within a HUC-8 watershed basin. Returns current discharge (ft3/s) at every station in the basin — typically 5–40 sites — in a single call. Ideal for watershed-scale flood monitoring, drought assessment, and basin hydrology surveys. HUC-8 (8-digit Hydrologic Unit Code) defines a sub-basin level watershed (e.g. "02070008" = Potomac Basin). Find HUC codes at water.usgs.gov or use huc=XXXXXXXX for your area of interest. No auth — USGS public domain, updated every 15 minutes.

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Argument	Type	Description
period	string	ISO 8601 duration for how recent the data should be (e.g. "PT2H" = last 2 hours, "PT6H" = last 6 hours). Default is "PT2H". Longer periods return more data but may slow the response.
huc_code*	string	USGS Hydrologic Unit Code (HUC) — 8-digit watershed code (e.g. "02070008" for the Potomac Basin). Use 8-digit HUC for best results. Find HUC codes at water.usgs.gov/lookup/getwatershed.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "huc_code"
  ],
  "properties": {
    "period": {
      "type": "string",
      "description": "ISO 8601 duration for how recent the data should be (e.g. \"PT2H\" = last 2 hours, \"PT6H\" = last 6 hours). Default is \"PT2H\". Longer periods return more data but may slow the response."
    },
    "huc_code": {
      "type": "string",
      "description": "USGS Hydrologic Unit Code (HUC) — 8-digit watershed code (e.g. \"02070008\" for the Potomac Basin). Use 8-digit HUC for best results. Find HUC codes at water.usgs.gov/lookup/getwatershed."
    }
  },
  "additionalProperties": false
}

nwis.streamflow.daily_values

Get historical daily mean streamflow (discharge) values for a USGS gauge station over any date range. Returns one measurement per day (midnight UTC) in cubic feet per second (ft3/s). Also supports gage height (ft), water temperature (°C), specific conductance, and turbidity via parameter_cd. Ideal for trend analysis, drought monitoring, flood season review, and hydrology research. Coverage: 1,500+ active US streamflow stations, records from 1900s to present. Use water.sites to look up station numbers by state or bounding box. No auth — USGS public domain, unlimited calls.

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Argument	Type	Description
site_no*	string	USGS gauge station number, 8–15 digits (e.g. "01646500" for Potomac River near DC). Use water.sites to find station numbers.
end_date	string	End date in YYYY-MM-DD format (e.g. "2026-06-30"). Defaults to today if omitted. Max range: 1 year.
start_date	string	Start date in YYYY-MM-DD format (e.g. "2026-01-01"). Defaults to 30 days ago if omitted.
parameter_cd	string	USGS parameter code. "00060" = discharge/streamflow (ft3/s, default), "00065" = gage height (ft), "00010" = water temperature (°C), "00095" = specific conductance (µS/cm), "63680" = turbidity (FNU).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "site_no"
  ],
  "properties": {
    "site_no": {
      "type": "string",
      "description": "USGS gauge station number, 8–15 digits (e.g. \"01646500\" for Potomac River near DC). Use water.sites to find station numbers."
    },
    "end_date": {
      "type": "string",
      "description": "End date in YYYY-MM-DD format (e.g. \"2026-06-30\"). Defaults to today if omitted. Max range: 1 year."
    },
    "start_date": {
      "type": "string",
      "description": "Start date in YYYY-MM-DD format (e.g. \"2026-01-01\"). Defaults to 30 days ago if omitted."
    },
    "parameter_cd": {
      "enum": [
        "00060",
        "00065",
        "00010",
        "00095",
        "63680"
      ],
      "type": "string",
      "description": "USGS parameter code. \"00060\" = discharge/streamflow (ft3/s, default), \"00065\" = gage height (ft), \"00010\" = water temperature (°C), \"00095\" = specific conductance (µS/cm), \"63680\" = turbidity (FNU)."
    }
  },
  "additionalProperties": false
}

nwis.streamflow.site_info

Get detailed metadata for a specific USGS hydrologic monitoring station: drainage area, HUC watershed code, precise coordinates, altitude, site type, state/county codes, and timezone. The drainage_area_sqmi field is critical for discharge-to-runoff calculations and flood frequency analysis. Complements water.sites (which searches by state/bounding box) by providing deep metadata for a known site. Use water.sites first to find the site_no, then call this for full station context. No auth — USGS public domain, unlimited calls.

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Argument	Type	Description
site_no*	string	USGS gauge station number, 8–15 digits (e.g. "01646500" for Potomac River near DC, "09380000" for Colorado River at Lee Ferry). Use water.sites to search by state or bounding box.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "site_no"
  ],
  "properties": {
    "site_no": {
      "type": "string",
      "description": "USGS gauge station number, 8–15 digits (e.g. \"01646500\" for Potomac River near DC, \"09380000\" for Colorado River at Lee Ferry). Use water.sites to search by state or bounding box."
    }
  },
  "additionalProperties": false
}

obis.marine.checklist

Generate a species checklist from OBIS occurrence data for a given taxon group or geographic area. Returns a ranked list of species with occurrence record counts, full taxonomy (phylum/class/order/family/genus), WoRMS AphiaID, and marine/brackish habitat flags. Filter by parent taxon (e.g. "Mollusca" for all molluscs), WoRMS AphiaID, or OBIS area ID. Useful for biodiversity assessments, EIA surveys, and species inventories. Source: OBIS — free, CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Number of species in the checklist to return (1-100, default 20).
areaid	integer	OBIS area ID to restrict checklist to a geographic region. Use area search to find IDs.
taxonid	integer	WoRMS AphiaID to filter checklist by taxon. Alternative to scientificname for precise filtering.
marine_only	boolean	If true (default), restricts results to marine-only species. Set false to include brackish/coastal taxa.
scientificname	string	Scientific name filter — restricts checklist to a taxon and its descendants (e.g. "Mollusca" for all molluscs).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of species in the checklist to return (1-100, default 20)."
    },
    "areaid": {
      "type": "integer",
      "description": "OBIS area ID to restrict checklist to a geographic region. Use area search to find IDs."
    },
    "taxonid": {
      "type": "integer",
      "description": "WoRMS AphiaID to filter checklist by taxon. Alternative to scientificname for precise filtering."
    },
    "marine_only": {
      "type": "boolean",
      "description": "If true (default), restricts results to marine-only species. Set false to include brackish/coastal taxa."
    },
    "scientificname": {
      "type": "string",
      "description": "Scientific name filter — restricts checklist to a taxon and its descendants (e.g. \"Mollusca\" for all molluscs)."
    }
  },
  "additionalProperties": false
}

obis.marine.dataset_search

Find marine biodiversity datasets in the OBIS network by species name or geographic area. Returns dataset metadata: title, abstract, record count, citation, and source URL. Useful for discovering primary data sources, citing specific surveys, and understanding data provenance for a species or region. The OBIS network aggregates 4,200+ datasets from 900+ institutions worldwide. Source: OBIS — free, CC BY 4.0, no auth required.

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Argument	Type	Description
limit	integer	Number of datasets to return (1-50, default 10).
areaid	integer	OBIS area ID to find datasets covering a specific geographic region.
scientificname	string	Scientific name to find datasets containing records for that species (e.g. "Balaenoptera musculus").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of datasets to return (1-50, default 10)."
    },
    "areaid": {
      "type": "integer",
      "description": "OBIS area ID to find datasets covering a specific geographic region."
    },
    "scientificname": {
      "type": "string",
      "description": "Scientific name to find datasets containing records for that species (e.g. \"Balaenoptera musculus\")."
    }
  },
  "additionalProperties": false
}

obis.marine.occurrence_search

Search 100M+ marine species occurrence records in the Ocean Biodiversity Information System (OBIS). Filter by scientific name, WoRMS AphiaID, geographic coordinates with radius, or year range. Each record includes GPS coordinates, observation year, depth, sea-surface temperature, dataset source, and full taxonomic classification (kingdom→species). Covers all ocean environments: pelagic, benthic, coastal, deep-sea. Source: OBIS — free, CC BY 4.0, no auth required.

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Argument	Type	Description
lat	number	Center latitude for geographic search (decimal degrees, -90 to 90). Requires lon and radius.
lon	number	Center longitude for geographic search (decimal degrees, -180 to 180). Requires lat and radius.
limit	integer	Number of occurrence records to return (1-100, default 10).
radius	number	Search radius in kilometers around the lat/lon center point. Requires lat and lon.
maxyear	integer	Latest observation year to include (e.g. 2024). Pairs with minyear.
minyear	integer	Earliest observation year to include (e.g. 2000). Pairs with maxyear.
taxonid	integer	WoRMS AphiaID (numeric taxon identifier). Use instead of or alongside scientificname for precise lookups.
scientificname	string	Scientific name of the marine species to search (e.g. "Abra alba", "Gadus morhua", "Thunnus thynnus"). Supports partial matching.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Center latitude for geographic search (decimal degrees, -90 to 90). Requires lon and radius."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Center longitude for geographic search (decimal degrees, -180 to 180). Requires lat and radius."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of occurrence records to return (1-100, default 10)."
    },
    "radius": {
      "type": "number",
      "description": "Search radius in kilometers around the lat/lon center point. Requires lat and lon.",
      "exclusiveMinimum": 0
    },
    "maxyear": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1600,
      "description": "Latest observation year to include (e.g. 2024). Pairs with minyear."
    },
    "minyear": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1600,
      "description": "Earliest observation year to include (e.g. 2000). Pairs with maxyear."
    },
    "taxonid": {
      "type": "integer",
      "description": "WoRMS AphiaID (numeric taxon identifier). Use instead of or alongside scientificname for precise lookups."
    },
    "scientificname": {
      "type": "string",
      "description": "Scientific name of the marine species to search (e.g. \"Abra alba\", \"Gadus morhua\", \"Thunnus thynnus\"). Supports partial matching."
    }
  },
  "additionalProperties": false
}

obis.marine.taxon_search

Look up marine species taxonomy in the World Register of Marine Species (WoRMS) via OBIS. Search by scientific name (genus, species, or higher taxon) to retrieve the full taxonomic hierarchy (kingdom through species), WoRMS AphiaID, taxonomic status, accepted name, authorship, and habitat flags (marine / brackish / freshwater). Also returns common (vernacular) names. Source: OBIS + WoRMS — free, CC BY 4.0, no auth required.

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Argument	Type	Description
scientificname*	string	Scientific name of the marine taxon to look up (e.g. "Tursiops truncatus", "Gadus", "Cetacea"). Returns full WoRMS taxonomy.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "scientificname"
  ],
  "properties": {
    "scientificname": {
      "type": "string",
      "minLength": 2,
      "description": "Scientific name of the marine taxon to look up (e.g. \"Tursiops truncatus\", \"Gadus\", \"Cetacea\"). Returns full WoRMS taxonomy."
    }
  },
  "additionalProperties": false
}

oecd-data.reference.dataflows

Search or list OECD statistical dataflows — ~1500 official series across every OECD directorate (national accounts, employment, education, environment, tax, trade, health, social indicators, and more). Filter by name/id with query and/or by directorate with agency_id (e.g. "OECD.SDD.STES"), or omit both to list all (capped to 200 results). Use the returned agency_id + dataflow_id with oecd-data.structure and oecd-data.data. Data: sdmx.oecd.org (OECD SDMX public REST API), no auth required.

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Argument	Type	Description
query	string	Filter dataflows by name or id substring, case-insensitive (e.g. "unemployment", "gdp"). Omit to list all ~1500 available dataflows (capped to 200 results).
agency_id	string	Filter by OECD directorate agency id substring (e.g. "OECD.SDD.STES" for short-term economic statistics, "OECD.ELS.SAE" for social/employment). Omit to search across all directorates.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Filter dataflows by name or id substring, case-insensitive (e.g. \"unemployment\", \"gdp\"). Omit to list all ~1500 available dataflows (capped to 200 results)."
    },
    "agency_id": {
      "type": "string",
      "description": "Filter by OECD directorate agency id substring (e.g. \"OECD.SDD.STES\" for short-term economic statistics, \"OECD.ELS.SAE\" for social/employment). Omit to search across all directorates."
    }
  },
  "additionalProperties": false
}

oecd-data.reference.structure

Get the dimensions and valid codes for an OECD dataflow (agency_id + dataflow_id from oecd-data.dataflows, e.g. "OECD.SDD.STES" + "DSD_STES@DF_CLI" for composite leading indicators) — reference area, frequency, measure, and breakdown dimensions each with their code list. Use this to interpret the dimension labels returned by oecd-data.data, or to build a narrower key filter. Data: sdmx.oecd.org (OECD SDMX public REST API), no auth required.

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Argument	Type	Description
version	string	Dataflow version, from oecd-data.dataflows (e.g. "4.1"). Omit to use the latest version.
agency_id*	string	OECD directorate agency id, from oecd-data.dataflows (e.g. "OECD.SDD.STES").
dataflow_id*	string	OECD dataflow id, from oecd-data.dataflows (e.g. "DSD_STES@DF_CLI" for composite leading indicators). Returns the dimension list (e.g. REF_AREA, FREQ, MEASURE) with each dimension's valid codes — needed to interpret oecd-data.data results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "agency_id",
    "dataflow_id"
  ],
  "properties": {
    "version": {
      "type": "string",
      "description": "Dataflow version, from oecd-data.dataflows (e.g. \"4.1\"). Omit to use the latest version."
    },
    "agency_id": {
      "type": "string",
      "minLength": 1,
      "description": "OECD directorate agency id, from oecd-data.dataflows (e.g. \"OECD.SDD.STES\")."
    },
    "dataflow_id": {
      "type": "string",
      "minLength": 1,
      "description": "OECD dataflow id, from oecd-data.dataflows (e.g. \"DSD_STES@DF_CLI\" for composite leading indicators). Returns the dimension list (e.g. REF_AREA, FREQ, MEASURE) with each dimension's valid codes — needed to interpret oecd-data.data results."
    }
  },
  "additionalProperties": false
}

oecd-data.series.data

Get observation values for an OECD dataflow (agency_id + dataflow_id from oecd-data.dataflows). Optionally narrow with a dot-separated SDMX key (from oecd-data.structure) or fetch all series with the default key "all". Filter by last_n_observations (most recent N per series, default 10, max 100) or a start_period/end_period range (e.g. "2020", "2020-01"). Each series is labeled with its dimension values (country, measure, etc.) and a list of period/value pairs. Data: sdmx.oecd.org (OECD SDMX public REST API), no auth required.

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Argument	Type	Description
key	string	SDMX dot-separated dimension filter key in dimension position order (e.g. "USA.M.LI....." for a specific country+frequency+measure). Use "all" (default) to fetch every series unfiltered — combine with oecd-data.structure to build a narrower key.
version	string	Dataflow version, from oecd-data.dataflows (e.g. "4.1"). Omit to use the latest version.
agency_id*	string	OECD directorate agency id, from oecd-data.dataflows (e.g. "OECD.SDD.STES").
end_period	string	End of period range, e.g. "2024" (annual) or "2024-12" (monthly). Takes precedence over last_n_observations when set.
dataflow_id*	string	OECD dataflow id, from oecd-data.dataflows (e.g. "DSD_STES@DF_CLI").
start_period	string	Start of period range, e.g. "2020" (annual) or "2020-01" (monthly). Takes precedence over last_n_observations when set.
last_n_observations	integer	Return only the most recent N observations per series (max 100, default 10). Ignored if start_period or end_period is set.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "agency_id",
    "dataflow_id"
  ],
  "properties": {
    "key": {
      "type": "string",
      "description": "SDMX dot-separated dimension filter key in dimension position order (e.g. \"USA.M.LI.....\" for a specific country+frequency+measure). Use \"all\" (default) to fetch every series unfiltered — combine with oecd-data.structure to build a narrower key."
    },
    "version": {
      "type": "string",
      "description": "Dataflow version, from oecd-data.dataflows (e.g. \"4.1\"). Omit to use the latest version."
    },
    "agency_id": {
      "type": "string",
      "minLength": 1,
      "description": "OECD directorate agency id, from oecd-data.dataflows (e.g. \"OECD.SDD.STES\")."
    },
    "end_period": {
      "type": "string",
      "description": "End of period range, e.g. \"2024\" (annual) or \"2024-12\" (monthly). Takes precedence over last_n_observations when set."
    },
    "dataflow_id": {
      "type": "string",
      "minLength": 1,
      "description": "OECD dataflow id, from oecd-data.dataflows (e.g. \"DSD_STES@DF_CLI\")."
    },
    "start_period": {
      "type": "string",
      "description": "Start of period range, e.g. \"2020\" (annual) or \"2020-01\" (monthly). Takes precedence over last_n_observations when set."
    },
    "last_n_observations": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Return only the most recent N observations per series (max 100, default 10). Ignored if start_period or end_period is set."
    }
  },
  "additionalProperties": false
}

oecd.economy.gdp

Fetch annual GDP and national accounts data for any OECD member country. Returns GDP at current USD exchange rates, gross operating surplus, compensation of employees, and other national accounts aggregates from the OECD National Accounts Main Aggregates database (NAMAIN10). Covers 38 OECD countries from the 1970s to the latest year. Data is sourced from official national statistics offices and harmonised to SNA 2008 standards. Each series includes the exact transaction code (e.g. B1GQ = GDP at market prices), sector, unit of measure (USD millions at exchange rates), and price base. Source: OECD SDMX API, CC BY 4.0, no auth required, unlimited.

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Argument	Type	Description
country*	string	ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries.
end_period	string	End year for annual GDP data (e.g. "2024"). Defaults to latest available.
max_series	integer	Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type.
start_period	string	Start year for annual GDP data (e.g. "2018"). Defaults to 5 years prior.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries."
    },
    "end_period": {
      "type": "string",
      "description": "End year for annual GDP data (e.g. \"2024\"). Defaults to latest available."
    },
    "max_series": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type."
    },
    "start_period": {
      "type": "string",
      "description": "Start year for annual GDP data (e.g. \"2018\"). Defaults to 5 years prior."
    }
  },
  "additionalProperties": false
}

oecd.economy.inflation

Get consumer price index (CPI) data and year-on-year inflation rates for any OECD country. Returns all-items CPI growth rate (annual % change) based on the COICOP 1999 classification. Covers all 38 OECD members plus selected non-members at monthly frequency with typical lags of 2–4 weeks. Includes national CPI and Eurostat HICP (for EU members), broken down by expenditure category (food, energy, services, housing, transport, etc.). Essential for inflation monitoring, monetary policy analysis, and cost-of-living comparisons. Source: OECD SDMX API, CC BY 4.0, no auth required, unlimited.

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Argument	Type	Description
country*	string	ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries.
end_period	string	End month for CPI data in YYYY-MM format (e.g. "2024-06"). Defaults to latest available.
max_series	integer	Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type.
start_period	string	Start month for CPI data in YYYY-MM format (e.g. "2023-01"). Defaults to 12 months ago.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries."
    },
    "end_period": {
      "type": "string",
      "description": "End month for CPI data in YYYY-MM format (e.g. \"2024-06\"). Defaults to latest available."
    },
    "max_series": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type."
    },
    "start_period": {
      "type": "string",
      "description": "Start month for CPI data in YYYY-MM format (e.g. \"2023-01\"). Defaults to 12 months ago."
    }
  },
  "additionalProperties": false
}

oecd.economy.trade

Retrieve Balance of Payments (BoP) data for any OECD member country. Returns current account balance, goods trade balance, services trade balance, and financial account indicators in USD millions. Based on IMF BPM6 standards and reported to the OECD. Covers 38 OECD countries at quarterly and annual frequency with typical lags of 3–6 months. Useful for macroeconomic analysis, currency risk assessment, and understanding a country's external position with the rest of the world. Current account surplus = country exports more than it imports; deficit = imports exceed exports. Source: OECD SDMX API, CC BY 4.0, no auth required, unlimited.

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Argument	Type	Description
country*	string	ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries.
end_period	string	End period for Balance of Payments data (e.g. "2023"). Defaults to latest available.
max_series	integer	Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type.
start_period	string	Start period for Balance of Payments data (e.g. "2018" for annual, "2023-Q1" for quarterly). Defaults to 5 years prior.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries."
    },
    "end_period": {
      "type": "string",
      "description": "End period for Balance of Payments data (e.g. \"2023\"). Defaults to latest available."
    },
    "max_series": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type."
    },
    "start_period": {
      "type": "string",
      "description": "Start period for Balance of Payments data (e.g. \"2018\" for annual, \"2023-Q1\" for quarterly). Defaults to 5 years prior."
    }
  },
  "additionalProperties": false
}

oecd.economy.unemployment

Retrieve monthly unemployment rates from the OECD Labour Force Survey (LFS) for any OECD member country. Returns the unemployment rate as a percentage of the labour force for persons aged 15+, total and by sex, with both seasonally adjusted and unadjusted series. Covers OECD members with typical lags of 1–3 months. The series use standardised ILO definitions of unemployment (persons without work, available, and actively seeking employment). Useful for tracking labour market conditions, comparing countries, and detecting recessions. Source: OECD SDMX API, CC BY 4.0, no auth required, unlimited.

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Argument	Type	Description
country*	string	ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries.
end_period	string	End month for unemployment data in YYYY-MM format (e.g. "2024-06"). Defaults to latest available.
max_series	integer	Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type.
start_period	string	Start month for unemployment data in YYYY-MM format (e.g. "2023-01"). Defaults to 12 months ago.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries."
    },
    "end_period": {
      "type": "string",
      "description": "End month for unemployment data in YYYY-MM format (e.g. \"2024-06\"). Defaults to latest available."
    },
    "max_series": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type."
    },
    "start_period": {
      "type": "string",
      "description": "Start month for unemployment data in YYYY-MM format (e.g. \"2023-01\"). Defaults to 12 months ago."
    }
  },
  "additionalProperties": false
}

oecd.environment.emissions

Retrieve annual greenhouse gas (GHG) emissions data for any OECD country from the OECD Environment Policy and Progress indicators database. Returns CO2-equivalent emissions (in million tonnes) broken down by gas type (CO2, CH4, N2O, F-gases, etc.) and economic sector (energy, transport, agriculture, industry, waste, etc.). Covers OECD members from 1990 to the latest available year, with data aligned to IPCC inventory guidelines and UNFCCC reporting. Useful for climate policy analysis, carbon footprint comparisons, and tracking progress towards net-zero targets. Source: OECD ENV.EPI SDMX API, CC BY 4.0, no auth required, unlimited.

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Argument	Type	Description
country*	string	ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries.
end_period	string	End year for GHG emissions data (e.g. "2022"). Defaults to latest available.
max_series	integer	Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type.
start_period	string	Start year for GHG emissions data (e.g. "2015"). Defaults to 10 years prior.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter OECD country code (e.g. USA, GBR, DEU, FRA, JPN, CAN, AUS, KOR, ITA, ESP). See OECD reference area codes for the full list of 38 member countries."
    },
    "end_period": {
      "type": "string",
      "description": "End year for GHG emissions data (e.g. \"2022\"). Defaults to latest available."
    },
    "max_series": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of time series to return (1–100, default 20). Each series is a unique combination of dimensions such as sector, measure, or adjustment type."
    },
    "start_period": {
      "type": "string",
      "description": "Start year for GHG emissions data (e.g. \"2015\"). Defaults to 10 years prior."
    }
  },
  "additionalProperties": false
}

ofac.meta.programs

Get the complete list of active OFAC sanctions programs with entity counts from the SDN list. Returns each program code (e.g. IRAN, RUSSIA, CUBA, SDN, DPRK, CYBER, UKRAINE-EO13685, GLOMAG) and the number of entities designated under that program. Use program codes returned here as the "program" filter in ofac.sdn.search. Data source: OFAC SDN List — US Treasury, public domain, updated on business days.

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Argument	Type	Description
locale	string	No-op — included for consistency. Response is always in English as published by US Treasury.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "No-op — included for consistency. Response is always in English as published by US Treasury."
    }
  },
  "additionalProperties": false
}

ofac.meta.publication_info

Get publication metadata for the OFAC SDN (Specially Designated Nationals) list, including the last modification date and SHA-256 integrity digest. Use this to check when the list was last updated before running compliance screening. The SDN list is updated on US business days as new designations, revocations, and amendments are made. Data source: US Treasury OFAC — public domain, no auth required.

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Argument	Type	Description
locale	string	No-op — included for consistency. Response is always in English as published by US Treasury.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "No-op — included for consistency. Response is always in English as published by US Treasury."
    }
  },
  "additionalProperties": false
}

ofac.sdn.aliases

Get all known aliases (alternate names) for a specific OFAC SDN entity by its entity number. Returns each alias with its type (aka = also known as, fka = formerly known as, nka = now known as) and the alternate name. Use ofac.sdn.search first to find the entity number (ent_num) for the entity you are screening. Aliases are critical for comprehensive sanctions screening — sanctioned entities often operate under multiple names. Example: entity 36 (AEROCARIBBEAN AIRLINES) has alias "AERO-CARIBBEAN". Data source: OFAC SDN Alternate Names List — US Treasury, public domain.

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Argument	Type	Description
ent_num*	integer	OFAC entity number (ent_num) of the SDN entry to look up aliases for. Obtain this from ofac.sdn.search results (the "ent_num" field on each match).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ent_num"
  ],
  "properties": {
    "ent_num": {
      "type": "integer",
      "description": "OFAC entity number (ent_num) of the SDN entry to look up aliases for. Obtain this from ofac.sdn.search results (the \"ent_num\" field on each match).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

ofac.sdn.search

Search the US Treasury OFAC Specially Designated Nationals and Blocked Persons (SDN) list by name. Returns matching entities with their entity number, type (individual/entity/vessel/aircraft), sanctions program code, title, and remarks. Filter by type (individual, entity, vessel, aircraft) and/or sanctions program (IRAN, RUSSIA, CUBA, SDN, DPRK, CYBER, etc.). Use this for AML/KYC compliance screening, sanctions risk assessment, and due diligence workflows. Matching is case-insensitive substring search — search by any distinctive part of the name. Use ofac.meta.programs to see all available program codes. Data source: US Treasury OFAC — public domain, updated on business days. No API key required.

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Argument	Type	Description
name*	string	Name to search for in the OFAC SDN list (case-insensitive substring match). Examples: "GAZPROM", "Vladimir Putin", "Bank Melli Iran". Use the most distinctive part of the name for best results.
type	string	Filter by SDN entity type. "individual" = natural persons, "entity" = companies/organisations, "vessel" = ships, "aircraft" = aircraft. Omit to search all types.
limit	integer	Maximum number of matches to return (default 20, max 50).
program	string	Filter by OFAC sanctions program code (uppercase). Examples: "IRAN", "RUSSIA", "CUBA", "SDN", "DPRK", "CYBER", "UKRAINE-EO13685". Use ofac.meta.programs to see the full list of codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Name to search for in the OFAC SDN list (case-insensitive substring match). Examples: \"GAZPROM\", \"Vladimir Putin\", \"Bank Melli Iran\". Use the most distinctive part of the name for best results."
    },
    "type": {
      "enum": [
        "individual",
        "entity",
        "vessel",
        "aircraft"
      ],
      "type": "string",
      "description": "Filter by SDN entity type. \"individual\" = natural persons, \"entity\" = companies/organisations, \"vessel\" = ships, \"aircraft\" = aircraft. Omit to search all types."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of matches to return (default 20, max 50)."
    },
    "program": {
      "type": "string",
      "maxLength": 50,
      "description": "Filter by OFAC sanctions program code (uppercase). Examples: \"IRAN\", \"RUSSIA\", \"CUBA\", \"SDN\", \"DPRK\", \"CYBER\", \"UKRAINE-EO13685\". Use ofac.meta.programs to see the full list of codes."
    }
  },
  "additionalProperties": false
}

ons.datasets.list

List and search all 337+ datasets published by the UK Office for National Statistics (ONS) via the beta CMD API. Returns dataset IDs, titles, descriptions, last-updated timestamps, release frequencies, and national statistic flags. Use the keyword parameter to filter by topic (e.g. "gdp", "inflation", "population", "unemployment", "earnings"). Use dataset IDs with the other ons.* tools or the ONS Cantabular API. Source: ONS CMD API v1, Open Government Licence v3.0.

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Argument	Type	Description
limit	integer	Maximum number of datasets to return (1–50, default 20).
offset	integer	Pagination offset — number of datasets to skip (default 0).
keyword	string	Optional keyword to filter datasets by title, description, or tags (e.g. "gdp", "inflation", "population", "unemployment").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of datasets to return (1–50, default 20)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset — number of datasets to skip (default 0)."
    },
    "keyword": {
      "type": "string",
      "description": "Optional keyword to filter datasets by title, description, or tags (e.g. \"gdp\", \"inflation\", \"population\", \"unemployment\")."
    }
  },
  "additionalProperties": false
}

ons.stats.cpih

Retrieve UK Consumer Prices Index Including Housing costs (CPIH) from the ONS. Monthly index values (2015=100) for the overall index or individual categories (food, energy, transport, etc.). Data goes back to 1988. Default returns the headline CPIH overall index (CP00) for the UK. Use the category parameter to drill into sub-categories such as "CP01" (food & beverages), "CP04" (housing & energy), "CP07" (transport). Returns up to 60 most recent months by default. Source: ONS dataset cpih01, OGL v3.0.

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Argument	Type	Description
limit	integer	Number of most recent time periods to return (1–300, default 60). Data is monthly.
category	string	ONS aggregate code for the CPIH category. Default "CP00" (Overall Index). Other examples: "CP01" (Food & beverages), "CP02" (Alcohol & tobacco), "CP04" (Housing & energy), "CP07" (Transport). See /v1/datasets/cpih01/editions/time-series/versions/latest/dimensions/aggregate/options for full list.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 300,
      "minimum": 1,
      "description": "Number of most recent time periods to return (1–300, default 60). Data is monthly."
    },
    "category": {
      "type": "string",
      "description": "ONS aggregate code for the CPIH category. Default \"CP00\" (Overall Index). Other examples: \"CP01\" (Food & beverages), \"CP02\" (Alcohol & tobacco), \"CP04\" (Housing & energy), \"CP07\" (Transport). See /v1/datasets/cpih01/editions/time-series/versions/latest/dimensions/aggregate/options for full list."
    }
  },
  "additionalProperties": false
}

ons.stats.gdp

Retrieve UK Gross Domestic Product (GDP) monthly estimates from the ONS. Seasonally adjusted index (2016=100) covering total economy (A--T) or specific sectors: Agriculture (A), Manufacturing (C), Construction (F), Index of Services (G-T), Production Industries (B--E). Monthly data from 1997. Default returns total monthly GDP. Use the sector parameter for industry-level breakdowns. Source: ONS dataset gdp-to-four-decimal-places, OGL v3.0.

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Argument	Type	Description
limit	integer	Number of most recent months to return (1–300, default 60). Data is monthly (seasonally adjusted index, 2016=100).
sector	string	ONS SIC sector code for GDP breakdown. Default "A--T" (Total monthly GDP). Examples: "A" (Agriculture), "C" (Manufacturing), "F" (Construction), "G-and-I" (Distribution, Hotels & Restaurants), "B--E" (Production Industries). See ONS API for full list.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 300,
      "minimum": 1,
      "description": "Number of most recent months to return (1–300, default 60). Data is monthly (seasonally adjusted index, 2016=100)."
    },
    "sector": {
      "type": "string",
      "description": "ONS SIC sector code for GDP breakdown. Default \"A--T\" (Total monthly GDP). Examples: \"A\" (Agriculture), \"C\" (Manufacturing), \"F\" (Construction), \"G-and-I\" (Distribution, Hotels & Restaurants), \"B--E\" (Production Industries). See ONS API for full list."
    }
  },
  "additionalProperties": false
}

ons.stats.population

Retrieve mid-year population estimates for the UK, England, Wales, or local authorities from the ONS. Annual estimates of usual resident population as at 30 June, by area, age group, and sex. Default returns total population for England and Wales (all ages, all sexes). Use geography parameter with ONS geography codes (K02000001=UK, K04000001=England & Wales, E92000001=England, W92000004=Wales) and age parameter for single-year-of-age breakdowns. Source: ONS mid-year population estimates, OGL v3.0.

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Argument	Type	Description
age	string	Age filter. Default "total" (all ages combined). Use a single year of age (e.g. "0", "25", "90") to get population for that age group only.
sex	string	Sex breakdown. Default "all" (total population). Options: "male", "female".
geography	string	ONS geography code for the area. Default "K04000001" (England and Wales). Other codes: "E92000001" (England), "W92000004" (Wales). Use the ONS geography portal to find codes for specific regions or local authorities.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "age": {
      "type": "string",
      "description": "Age filter. Default \"total\" (all ages combined). Use a single year of age (e.g. \"0\", \"25\", \"90\") to get population for that age group only."
    },
    "sex": {
      "enum": [
        "all",
        "male",
        "female"
      ],
      "type": "string",
      "description": "Sex breakdown. Default \"all\" (total population). Options: \"male\", \"female\"."
    },
    "geography": {
      "type": "string",
      "description": "ONS geography code for the area. Default \"K04000001\" (England and Wales). Other codes: \"E92000001\" (England), \"W92000004\" (Wales). Use the ONS geography portal to find codes for specific regions or local authorities."
    }
  },
  "additionalProperties": false
}

ons.stats.unemployment

Retrieve UK labour market statistics from the ONS Labour Force Survey (LFS). Returns unemployment rate (%), employment rate, or economic inactivity rate for the UK, broken down by age group and sex. Data is three-month rolling averages (e.g. "Jan-Mar 2024"), seasonally adjusted. Default returns the overall unemployment rate (16+, all adults, seasonally adjusted rates). Use activity, age_group, sex parameters to filter. Source: ONS dataset labour-market, OGL v3.0.

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Argument	Type	Description
sex	string	Sex filter. Default "all-adults". Options: "men", "women".
unit	string	Output unit. Default "rates" (percentage rate, e.g. 4.2%). "levels" returns thousands of people.
limit	integer	Number of most recent periods to return (1–300, default 60). Data is three-month rolling average (e.g. "Jan-Mar 2024").
activity	string	Labour market activity to query. Default "unemployed" (unemployment rate). Options: "in-employment" (employment rate), "economically-active", "economically-inactive".
age_group	string	Age group filter. Default "16+" (all working-age adults). Examples: "16-24" (youth unemployment), "25-34", "50-64".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sex": {
      "enum": [
        "all-adults",
        "men",
        "women"
      ],
      "type": "string",
      "description": "Sex filter. Default \"all-adults\". Options: \"men\", \"women\"."
    },
    "unit": {
      "enum": [
        "rates",
        "levels"
      ],
      "type": "string",
      "description": "Output unit. Default \"rates\" (percentage rate, e.g. 4.2%). \"levels\" returns thousands of people."
    },
    "limit": {
      "type": "integer",
      "maximum": 300,
      "minimum": 1,
      "description": "Number of most recent periods to return (1–300, default 60). Data is three-month rolling average (e.g. \"Jan-Mar 2024\")."
    },
    "activity": {
      "enum": [
        "unemployed",
        "in-employment",
        "economically-active",
        "economically-inactive"
      ],
      "type": "string",
      "description": "Labour market activity to query. Default \"unemployed\" (unemployment rate). Options: \"in-employment\" (employment rate), \"economically-active\", \"economically-inactive\"."
    },
    "age_group": {
      "enum": [
        "16+",
        "16-64",
        "16-17",
        "16-24",
        "18-24",
        "25-34",
        "35-49",
        "50-64",
        "65+"
      ],
      "type": "string",
      "description": "Age group filter. Default \"16+\" (all working-age adults). Examples: \"16-24\" (youth unemployment), \"25-34\", \"50-64\"."
    }
  },
  "additionalProperties": false
}

open-canada.datasets.detail

Get full metadata for one Government of Canada open dataset by id: title, notes, organization, subjects, keywords, license, jurisdiction, and the full resource list (name, format, download URL, size) for that dataset. Data: open.canada.ca CKAN Action API, no auth required.

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Argument	Type	Description
id*	string	Open Canada dataset UUID or URL slug (e.g. from dataset_search results)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Open Canada dataset UUID or URL slug (e.g. from dataset_search results)"
    }
  },
  "additionalProperties": false
}

open-canada.datasets.search

Search the Government of Canada open data catalog by free text, topic subject, and/or publishing department, returning dataset id, title, notes, organization, subjects, and release/modified dates. Use open-canada.subject_list or open-canada.organization_list to find valid filter slugs. Data: open.canada.ca CKAN Action API, no auth required.

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Argument	Type	Description
rows	integer	Number of datasets to return (1-20, default 10)
query	string	Free-text search across dataset title/description (e.g. "climate normals")
subject	string	Topic slug to filter by (e.g. "health_and_safety", "nature_and_environment") — see open-canada.subject_list
organization	string	Federal department/agency slug to filter by (e.g. "nrcan-rncan") — see open-canada.organization_list

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of datasets to return (1-20, default 10)"
    },
    "query": {
      "type": "string",
      "description": "Free-text search across dataset title/description (e.g. \"climate normals\")"
    },
    "subject": {
      "type": "string",
      "description": "Topic slug to filter by (e.g. \"health_and_safety\", \"nature_and_environment\") — see open-canada.subject_list"
    },
    "organization": {
      "type": "string",
      "description": "Federal department/agency slug to filter by (e.g. \"nrcan-rncan\") — see open-canada.organization_list"
    }
  },
  "additionalProperties": false
}

open-canada.reference.organization_list

List federal/provincial departments and agencies publishing on the Government of Canada open data portal, with dataset counts, optionally filtered by a name substring. Use the returned org slug as the `organization` filter for open-canada.dataset_search. Data: open.canada.ca CKAN Action API, no auth required.

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Argument	Type	Description
limit	integer	Max organizations to return (1-50, default 20)
query	string	Substring filter on organization title (e.g. "natural resources")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max organizations to return (1-50, default 20)"
    },
    "query": {
      "type": "string",
      "description": "Substring filter on organization title (e.g. \"natural resources\")"
    }
  },
  "additionalProperties": false
}

open-canada.reference.subject_list

List the Government of Canada open data subject taxonomy (e.g. "health_and_safety", "nature_and_environment") with the current dataset count per subject, optionally filtered by a substring. Use the returned subject slug as the `subject` filter for open-canada.dataset_search. Data: open.canada.ca CKAN Action API, no auth required.

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Argument	Type	Description
query	string	Substring filter on subject slug (e.g. "health")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Substring filter on subject slug (e.g. \"health\")"
    }
  },
  "additionalProperties": false
}

openaire.organizations.search

Search OpenAIRE for research organizations (universities, funders, institutes) by legal or alternative name, e.g. "CERN" or "University of Oxford". Returns organization id, legal name, short name, alternative names, website, and country. Data: OpenAIRE Graph API, EU-funded open science infrastructure, no auth required.

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
query	string	Free-text search across organization legal name and alternative names (e.g. "CERN", "University of Oxford").
page_size	integer	Results per page (default 10, max 50).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "query": {
      "type": "string",
      "description": "Free-text search across organization legal name and alternative names (e.g. \"CERN\", \"University of Oxford\")."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 10, max 50)."
    }
  },
  "additionalProperties": false
}

openaire.products.details

Get full metadata for an OpenAIRE research product by its product_id (from openaire.search): title, description, full author list, publication date, publisher, language, best open access right, source repositories, and persistent identifiers (DOIs). Data: OpenAIRE Graph API, EU-funded open science infrastructure, no auth required.

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Argument	Type	Description
product_id*	string	OpenAIRE research product ID (e.g. "doi_dedup___::4807efad8ff855adaa51d3c5c5390481") — obtained from openaire.search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "product_id"
  ],
  "properties": {
    "product_id": {
      "type": "string",
      "minLength": 1,
      "description": "OpenAIRE research product ID (e.g. \"doi_dedup___::4807efad8ff855adaa51d3c5c5390481\") — obtained from openaire.search results."
    }
  },
  "additionalProperties": false
}

openaire.products.search

Search the OpenAIRE Graph — a research-literature graph aggregating metadata from thousands of repositories, journals, and archives worldwide — for publications, datasets, software, and other research outputs, e.g. "climate change adaptation" or "CRISPR gene editing". Filter by free-text query and/or output type. Returns each product's id (for use with openaire.product_details), title, authors, publication date, publisher, language, open access status, and DOI. Data: OpenAIRE Graph API, EU-funded open science infrastructure, no auth required.

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 1).
type	string	Filter by research output type: publication, dataset, software, or other (e.g. patents, workflows).
query	string	Free-text search across title, description, and author (e.g. "climate change adaptation", "CRISPR gene editing").
page_size	integer	Results per page (default 10, max 50).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "type": {
      "enum": [
        "publication",
        "dataset",
        "software",
        "other"
      ],
      "type": "string",
      "description": "Filter by research output type: publication, dataset, software, or other (e.g. patents, workflows)."
    },
    "query": {
      "type": "string",
      "description": "Free-text search across title, description, and author (e.g. \"climate change adaptation\", \"CRISPR gene editing\")."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 10, max 50)."
    }
  },
  "additionalProperties": false
}

openaire.projects.search

Search OpenAIRE for funded research projects by free-text query across title, acronym, and keywords, e.g. "renewable energy" or "H2020". Returns project code, acronym, title, website, start/end dates, call identifier, keywords, summary, and funder details (funding body, jurisdiction, funding stream). Data: OpenAIRE Graph API, EU-funded open science infrastructure, no auth required.

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 1).
query	string	Free-text search across project title, acronym, and keywords (e.g. "renewable energy", "H2020").
page_size	integer	Results per page (default 10, max 50).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "query": {
      "type": "string",
      "description": "Free-text search across project title, acronym, and keywords (e.g. \"renewable energy\", \"H2020\")."
    },
    "page_size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (default 10, max 50)."
    }
  },
  "additionalProperties": false
}

openalex.authors.search

Search 90M+ researcher/author records by display name. Returns OpenAlex author ID, ORCID, works count, total citation count, h-index, and last known institution with country. Useful for identifying a researcher before filtering openalex.works_search results by author, or for author-level impact metrics. Data: api.openalex.org, no auth required, CC0 metadata.

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Argument	Type	Description
query*	string	Search query for researcher/author name (e.g. "marie curie")
per_page	integer	Number of results to return (1-25, default 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query for researcher/author name (e.g. \"marie curie\")"
    },
    "per_page": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1-25, default 10)"
    }
  },
  "additionalProperties": false
}

openalex.works.get

Fetch full details for one scholarly work by OpenAlex ID (e.g. "W2101234009") or DOI (e.g. "10.48550/arxiv.1201.0490"). Returns title, all authors with ORCID and institutions, open-access status and PDF/landing-page URLs, citation and reference counts, primary research topic, and a reconstructed plain-text abstract. Call openalex.works_search first to discover an ID from a text query. Data: api.openalex.org, no auth required, CC0 metadata.

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Argument	Type	Description
id*	string	OpenAlex work ID (e.g. "W2101234009"), OpenAlex URL, or DOI (e.g. "10.48550/arxiv.1201.0490") to fetch full details for

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "OpenAlex work ID (e.g. \"W2101234009\"), OpenAlex URL, or DOI (e.g. \"10.48550/arxiv.1201.0490\") to fetch full details for"
    }
  },
  "additionalProperties": false
}

openalex.works.search

Search 250M+ scholarly works (journal articles, books, preprints, datasets) by title, abstract, or full text. Returns OpenAlex ID, DOI, title, authors, publication year, open-access status, citation count, and primary research topic. Complements crossref.works_search (which returns publisher-registered bibliographic metadata) with OpenAlex's broader citation graph and topic classification. Call openalex.get_work with a result ID or DOI for full detail. Data: api.openalex.org, no auth required, CC0 metadata.

read-only

Argument	Type	Description
query*	string	Search query across title, abstract, and full text (e.g. "climate change")
per_page	integer	Number of results to return (1-25, default 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query across title, abstract, and full text (e.g. \"climate change\")"
    },
    "per_page": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1-25, default 10)"
    }
  },
  "additionalProperties": false
}

openbeautyfacts.product.barcode

Lookup a cosmetics/personal-care product by barcode (EAN/UPC) — name, brand, categories, quantity, full ingredients list, image. 6K+ products (Open Beauty Facts)

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Argument	Type	Description
barcode*	string	Product barcode (EAN-13, UPC-A, etc.) e.g. "3600523327164" for a shampoo

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "barcode"
  ],
  "properties": {
    "barcode": {
      "type": "string",
      "maxLength": 13,
      "minLength": 8,
      "description": "Product barcode (EAN-13, UPC-A, etc.) e.g. \"3600523327164\" for a shampoo"
    }
  },
  "additionalProperties": false
}

openbeautyfacts.product.search

Search cosmetics/personal-care products by name — returns matching products with brand, barcode, categories, image. Shampoo, lipstick, sunscreen, and more (Open Beauty Facts)

read-only

Argument	Type	Description
limit	integer	Results count (default 10, max 50)
query*	string	Cosmetics/personal-care product name to search (e.g. "shampoo", "lipstick", "sunscreen")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results count (default 10, max 50)"
    },
    "query": {
      "type": "string",
      "minLength": 2,
      "description": "Cosmetics/personal-care product name to search (e.g. \"shampoo\", \"lipstick\", \"sunscreen\")"
    }
  },
  "additionalProperties": false
}

openbrewery.breweries.list

Browse the Open Brewery DB directory of 8,000+ breweries, cideries, and brewpubs. Filter by city, state, country, postal code, brewery type, distance from a coordinate, or specific IDs. Returns name, address, geo-coordinates, phone, and website for each match (Open Brewery DB, MIT-licensed open dataset)

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
sort	string	Sort field(s) with asc/desc, e.g. "name" or "name:desc". Not usable with by_dist.
by_ids	string	Comma-separated list of specific brewery IDs to fetch.
by_city	string	Filter breweries by city name (e.g. "Portland").
by_dist	string	Sort results by distance from an origin point, as "latitude,longitude" (e.g. "39.7,-104.9"). Cannot be combined with sort.
by_name	string	Filter breweries by name (partial match).
by_type	string	Filter by brewery type.
by_state	string	Filter by full state/province name, no abbreviations (e.g. "California").
per_page	integer	Results per page (default 50, max 200).
by_postal	string	Filter by postal/ZIP code — 5-digit or postal+4 (e.g. "44107" or "44107-1234").
by_country	string	Filter breweries by country name (e.g. "United States").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "sort": {
      "type": "string",
      "description": "Sort field(s) with asc/desc, e.g. \"name\" or \"name:desc\". Not usable with by_dist."
    },
    "by_ids": {
      "type": "string",
      "description": "Comma-separated list of specific brewery IDs to fetch."
    },
    "by_city": {
      "type": "string",
      "description": "Filter breweries by city name (e.g. \"Portland\")."
    },
    "by_dist": {
      "type": "string",
      "description": "Sort results by distance from an origin point, as \"latitude,longitude\" (e.g. \"39.7,-104.9\"). Cannot be combined with sort."
    },
    "by_name": {
      "type": "string",
      "description": "Filter breweries by name (partial match)."
    },
    "by_type": {
      "enum": [
        "micro",
        "nano",
        "regional",
        "brewpub",
        "large",
        "planning",
        "bar",
        "contract",
        "proprietor",
        "closed"
      ],
      "type": "string",
      "description": "Filter by brewery type."
    },
    "by_state": {
      "type": "string",
      "description": "Filter by full state/province name, no abbreviations (e.g. \"California\")."
    },
    "per_page": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Results per page (default 50, max 200)."
    },
    "by_postal": {
      "type": "string",
      "description": "Filter by postal/ZIP code — 5-digit or postal+4 (e.g. \"44107\" or \"44107-1234\")."
    },
    "by_country": {
      "type": "string",
      "description": "Filter breweries by country name (e.g. \"United States\")."
    }
  },
  "additionalProperties": false
}

openbrewery.breweries.random

Get one or more random breweries from the Open Brewery DB directory — useful for discovery, demos, or sampling the dataset (Open Brewery DB)

read-only

Argument	Type	Description
size	integer	Number of random breweries to return (default 1, max 50).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "size": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of random breweries to return (default 1, max 50)."
    }
  },
  "additionalProperties": false
}

openbrewery.breweries.search

Search breweries by name with partial, case-insensitive matching. Returns name, address, geo-coordinates, phone, and website for each match (Open Brewery DB)

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 1).
query*	string	Search term matched against brewery names (partial, case-insensitive).
per_page	integer	Results per page (default 50, max 200).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search term matched against brewery names (partial, case-insensitive)."
    },
    "per_page": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Results per page (default 50, max 200)."
    }
  },
  "additionalProperties": false
}

opencontext.archaeology.detail

Retrieve full archaeological record details for a specific Open Context item by UUID and type. Returns the complete structured data including: label, category (e.g. Pottery, Coin, Human Bone), Dublin Core metadata (title, issued date, modified date), full context path (geographic hierarchy: continent → country → site → trench → unit), latitude/longitude, temporal coverage with BCE/CE ranges and period labels, creator attribution, subject tags, project membership, license, and all project-defined observations (attributes and values recorded during excavation, such as fabric type, condition, size, vessel form, description). Obtain the UUID from the last path segment of any opencontext.archaeology.search result URI. Item types: "subjects" for excavated objects and site contexts (default), "projects" for excavation projects, "media" for images and 3D models, "documents" for field notes.

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Argument	Type	Description
uuid*	string	UUID of the Open Context item to retrieve (e.g. "013860d8-a5c9-48fc-d695-0ab6cc7c94b0"). Obtain from opencontext.archaeology.search results (last path segment of the URI).
item_type	string	Item category for routing to the correct endpoint. "subjects" for excavated objects/finds/contexts (default); "projects" for excavation projects; "media" for images/3D models; "documents" for field notes/reports. Matches the path segment in the item URI (e.g. opencontext.org/subjects/...).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "uuid"
  ],
  "properties": {
    "uuid": {
      "type": "string",
      "minLength": 1,
      "description": "UUID of the Open Context item to retrieve (e.g. \"013860d8-a5c9-48fc-d695-0ab6cc7c94b0\"). Obtain from opencontext.archaeology.search results (last path segment of the URI)."
    },
    "item_type": {
      "enum": [
        "subjects",
        "projects",
        "media",
        "documents"
      ],
      "type": "string",
      "description": "Item category for routing to the correct endpoint. \"subjects\" for excavated objects/finds/contexts (default); \"projects\" for excavation projects; \"media\" for images/3D models; \"documents\" for field notes/reports. Matches the path segment in the item URI (e.g. opencontext.org/subjects/...)."
    }
  },
  "additionalProperties": false
}

opencontext.archaeology.facets

Retrieve aggregated facet statistics for a search query across Open Context without downloading individual records. Returns: total matched record count, query time, earliest and latest date range in BCE/CE across all matches, geographic distribution (continent-level facets with counts, e.g. Asia 99K, Europe 89K), item type breakdown (Subjects of Observation, Media, Documents, Projects), top matching excavation projects with counts, and linked-data description facets (Creator, License, Subject, etc.). Use this tool to quickly understand the scope and geographic/temporal distribution of archaeological records matching a query before retrieving individual items with opencontext.archaeology.search. Pass an empty string to get global database statistics.

read-only

Argument	Type	Description
query*	string	Search query to compute facets for (e.g. "Roman pottery", "Bronze Age"). Use an empty string "" to get facets across the entire Open Context database.
item_type	string	Optional filter to restrict facet computation to a specific item type. "subjects" for excavated objects; "media" for images/3D; "documents" for field notes; "all" or omit to aggregate across all types.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Search query to compute facets for (e.g. \"Roman pottery\", \"Bronze Age\"). Use an empty string \"\" to get facets across the entire Open Context database."
    },
    "item_type": {
      "enum": [
        "subjects",
        "media",
        "documents",
        "all"
      ],
      "type": "string",
      "description": "Optional filter to restrict facet computation to a specific item type. \"subjects\" for excavated objects; \"media\" for images/3D; \"documents\" for field notes; \"all\" or omit to aggregate across all types."
    }
  },
  "additionalProperties": false
}

opencontext.archaeology.projects

Search for archaeological excavation projects and collections published in Open Context. Returns a paginated list of matching projects with label, URI, publication date, and last update date. Each project represents a distinct archaeological investigation — from major multi-season excavations (e.g. Petra Great Temple Excavations, Murlo, Kenan Tepe) to regional surveys (e.g. Eastern Korinthia Archaeological Survey) and collaborative datasets (e.g. Digital Index of North American Archaeology — DINAA). Use the returned URI path segment as the UUID in opencontext.archaeology.detail (with item_type="projects") to retrieve full project metadata including description, geographic coverage, contributors, and linked data. Combine with opencontext.archaeology.search to find specific item types within a known project (not yet supported via API — use facets for project-based counts).

read-only

Argument	Type	Description
rows	integer	Number of project results to return (1–50, default 10).
query*	string	Search query for archaeological excavation projects or collections (e.g. "Turkey", "Roman", "DINAA", "Petra"). Use an empty string "" to browse all available projects.
start	integer	Zero-based pagination offset for browsing large result sets (default 0).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of project results to return (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Search query for archaeological excavation projects or collections (e.g. \"Turkey\", \"Roman\", \"DINAA\", \"Petra\"). Use an empty string \"\" to browse all available projects."
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based pagination offset for browsing large result sets (default 0)."
    }
  },
  "additionalProperties": false
}

opencontext.archaeology.search

Full-text search across Open Context 200,000+ published archaeological records, including excavated objects (pottery, tools, bones, coins), site contexts (trenches, rooms, floors), media (photographs, 3D models, drawings), and field documents. Returns paginated list of matching items with label, URI, excavation project, geographic context (site → region hierarchy), latitude/longitude, date range (BCE/CE), item category, and a text snippet. Filter by item type (subjects/media/documents) or search all at once. Data is CC BY 4.0 from 220+ published excavation projects worldwide, maintained by the Alexandria Archive Institute. Response includes items per page and start offset for pagination.

read-only

Argument	Type	Description
rows	integer	Number of results to return per page (1–50, default 10).
query*	string	Full-text search query for archaeological items (e.g. "Roman pottery", "Bronze Age burial", "Petra temple", "obsidian flake"). Searches labels, descriptions, and project metadata across 200K+ records.
start	integer	Zero-based pagination offset. Use with rows to page through results (e.g. start=10, rows=10 to get the second page).
item_type	string	Filter by item category. "subjects" for excavated objects and contexts (default); "media" for images, 3D models, and videos; "documents" for field notes and reports; "all" to search across all types.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return per page (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Full-text search query for archaeological items (e.g. \"Roman pottery\", \"Bronze Age burial\", \"Petra temple\", \"obsidian flake\"). Searches labels, descriptions, and project metadata across 200K+ records."
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based pagination offset. Use with rows to page through results (e.g. start=10, rows=10 to get the second page)."
    },
    "item_type": {
      "enum": [
        "subjects",
        "media",
        "documents",
        "all"
      ],
      "type": "string",
      "description": "Filter by item category. \"subjects\" for excavated objects and contexts (default); \"media\" for images, 3D models, and videos; \"documents\" for field notes and reports; \"all\" to search across all types."
    }
  },
  "additionalProperties": false
}

opendota.matches.detail

Full detail of one Dota 2 match — all 10 players with hero, items, K/D/A, gold/XP per minute, ability picks, team composition, game duration, winner. Heavy parse but rich data.

read-only

Argument	Type	Description
match_id*	integer	Dota 2 match ID (64-bit integer from player_matches).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "match_id"
  ],
  "properties": {
    "match_id": {
      "type": "integer",
      "description": "Dota 2 match ID (64-bit integer from player_matches)."
    }
  },
  "additionalProperties": false
}

opendota.players.matches

Recent match history for a Dota 2 player — array of matches with match_id, hero, kills/deaths/assists, duration, win/loss, party_size, game_mode, lobby_type. Sortable by date.

read-only

Argument	Type	Description
limit	integer	Max matches to return (1-100, default 20).
account_id*	integer	Steam account ID (Dota 2 32-bit). Get from /api/search?q=playername. Example: 105248644 (Dendi).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "account_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Max matches to return (1-100, default 20)."
    },
    "account_id": {
      "type": "integer",
      "description": "Steam account ID (Dota 2 32-bit). Get from /api/search?q=playername. Example: 105248644 (Dendi)."
    }
  },
  "additionalProperties": false
}

opendota.players.summary

Get a Dota 2 player's profile + summary stats by Steam Account ID — name, avatar, MMR estimate, total wins/losses, rank tier, last match time. Profile may be private (returns minimal info).

read-only

Argument	Type	Description
account_id*	integer	Steam account ID (Dota 2 32-bit). Get from /api/search?q=playername. Example: 105248644 (Dendi).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "account_id"
  ],
  "properties": {
    "account_id": {
      "type": "integer",
      "description": "Steam account ID (Dota 2 32-bit). Get from /api/search?q=playername. Example: 105248644 (Dendi)."
    }
  },
  "additionalProperties": false
}

opendota.proteams.list

List professional Dota 2 teams with rating, wins/losses, last match time, logo URL, team_id, sponsor. Sorted by rating descending.

read-only

Argument	Type	Description
_unused	string	Reserved for future filtering — not currently used.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "_unused": {
      "type": "string",
      "description": "Reserved for future filtering — not currently used."
    }
  },
  "additionalProperties": false
}

openfda_devices.clearance.premarket_510k

Search FDA 510(k) premarket clearance submissions — 175,000+ cleared medical devices. Returns k_number, device name, applicant, decision (SESE=cleared), decision date, product code, advisory committee specialty, and clearance type (Traditional/Special/Abbreviated). Filter by device name, k-number, applicant, or product code. A 510(k) clearance means FDA determined the device is substantially equivalent to a legally marketed predicate device. Useful for market research, competitive analysis, and regulatory pathway planning. Source: FDA CDRH 510(k) database, US public domain.

read-only

Argument	Type	Description
skip	integer	Number of records to skip for pagination (default 0).
limit	integer	Number of records to return (1–99, default 10).
search	string	OpenFDA search expression using Lucene syntax. Single field: device_name:"pacemaker" or recall_status:"Ongoing". Combined: device_name:"insulin pump"+AND+recall_status:"Ongoing". Omit to return recent records sorted by date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of records to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 99,
      "minimum": 1,
      "description": "Number of records to return (1–99, default 10)."
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search expression using Lucene syntax. Single field: device_name:\"pacemaker\" or recall_status:\"Ongoing\". Combined: device_name:\"insulin pump\"+AND+recall_status:\"Ongoing\". Omit to return recent records sorted by date."
    }
  },
  "additionalProperties": false
}

openfda_devices.reference.classification

Search FDA medical device classification database — 7,000+ product codes with risk class and regulatory requirements. Returns device name, product code, device class (1=low/exempt, 2=moderate/510k, 3=high/PMA), medical specialty, regulation number, definition, life-sustain/implant flags. Filter by device name, product code, device class, or specialty description. Device class determines the regulatory pathway: Class I (General Controls), Class II (510k), Class III (PMA). Source: FDA CDRH device classification database, US public domain.

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Argument	Type	Description
skip	integer	Number of records to skip for pagination (default 0).
limit	integer	Number of records to return (1–99, default 10).
search	string	OpenFDA search expression using Lucene syntax. Single field: device_name:"pacemaker" or recall_status:"Ongoing". Combined: device_name:"insulin pump"+AND+recall_status:"Ongoing". Omit to return recent records sorted by date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of records to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 99,
      "minimum": 1,
      "description": "Number of records to return (1–99, default 10)."
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search expression using Lucene syntax. Single field: device_name:\"pacemaker\" or recall_status:\"Ongoing\". Combined: device_name:\"insulin pump\"+AND+recall_status:\"Ongoing\". Omit to return recent records sorted by date."
    }
  },
  "additionalProperties": false
}

openfda_devices.safety.adverse_events

Search FDA MAUDE database for medical device adverse event reports — 25M+ records of device malfunctions, injuries, and deaths. Returns event type (Malfunction/Injury/Death), device brand name, device class, manufacturer, report date, event date, event location, and report source type. Filter using Lucene syntax: device.brand_name:"pacemaker" or event_type:"Death". MAUDE (Manufacturer and User Facility Device Experience) is the primary FDA device safety surveillance database. Source: FDA MAUDE database, US public domain.

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Argument	Type	Description
skip	integer	Number of records to skip for pagination (default 0).
limit	integer	Number of records to return (1–99, default 10).
search	string	OpenFDA search expression using Lucene syntax. Single field: device_name:"pacemaker" or recall_status:"Ongoing". Combined: device_name:"insulin pump"+AND+recall_status:"Ongoing". Omit to return recent records sorted by date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of records to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 99,
      "minimum": 1,
      "description": "Number of records to return (1–99, default 10)."
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search expression using Lucene syntax. Single field: device_name:\"pacemaker\" or recall_status:\"Ongoing\". Combined: device_name:\"insulin pump\"+AND+recall_status:\"Ongoing\". Omit to return recent records sorted by date."
    }
  },
  "additionalProperties": false
}

openfda_devices.safety.recalls

Search FDA medical device recall records — 58,000+ recalls across all device types since 1976. Returns recall status (Ongoing/Terminated/Completed), reason for recall, affected product descriptions, recalling firm, distribution pattern, corrective action taken, and product codes. Filter by device name, firm, status, or date using Lucene syntax: device_name:"insulin pump" or recall_status:"Ongoing". Essential for medical device safety research, regulatory compliance, and patient risk assessment. Source: FDA CFRES database, US public domain.

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Argument	Type	Description
skip	integer	Number of records to skip for pagination (default 0).
limit	integer	Number of records to return (1–99, default 10).
search	string	OpenFDA search expression using Lucene syntax. Single field: device_name:"pacemaker" or recall_status:"Ongoing". Combined: device_name:"insulin pump"+AND+recall_status:"Ongoing". Omit to return recent records sorted by date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of records to skip for pagination (default 0)."
    },
    "limit": {
      "type": "integer",
      "maximum": 99,
      "minimum": 1,
      "description": "Number of records to return (1–99, default 10)."
    },
    "search": {
      "type": "string",
      "description": "OpenFDA search expression using Lucene syntax. Single field: device_name:\"pacemaker\" or recall_status:\"Ongoing\". Combined: device_name:\"insulin pump\"+AND+recall_status:\"Ongoing\". Omit to return recent records sorted by date."
    }
  },
  "additionalProperties": false
}

openmeteoaq.air.current

Get real-time air quality conditions for any global location using Copernicus CAMS data. Returns PM10, PM2.5 (μg/m³), carbon monoxide, nitrogen dioxide, sulphur dioxide, ozone, aerosol optical depth, dust, UV index, ammonia, European AQI (0–500 CAQI scale), and US AQI (0–500+ EPA scale). No API key required. Coverage: global, hourly updates. Open-source Open-Meteo — CC BY 4.0.

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Argument	Type	Description
latitude*	number	Latitude of the location in decimal degrees (e.g. 48.8566 for Paris)
timezone	string	IANA timezone name for returned timestamps (e.g. "Europe/Paris", "America/New_York"). Defaults to UTC.
longitude*	number	Longitude of the location in decimal degrees (e.g. 2.3522 for Paris)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the location in decimal degrees (e.g. 48.8566 for Paris)"
    },
    "timezone": {
      "type": "string",
      "default": "UTC",
      "description": "IANA timezone name for returned timestamps (e.g. \"Europe/Paris\", \"America/New_York\"). Defaults to UTC."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the location in decimal degrees (e.g. 2.3522 for Paris)"
    }
  },
  "additionalProperties": false
}

openmeteoaq.air.forecast

Get hourly air quality forecast (1–7 days ahead) for any global location. Returns time-series arrays for selected pollutants: PM10, PM2.5, NO2, ozone, SO2, CO, aerosol optical depth, dust, UV index, ammonia, European AQI, US AQI. Useful for trip planning, outdoor event scheduling, or health risk monitoring. Copernicus CAMS model, no auth. Open-Meteo CC BY 4.0.

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Argument	Type	Description
latitude*	number	Latitude of the location in decimal degrees (e.g. 48.8566 for Paris)
timezone	string	IANA timezone name for returned timestamps (e.g. "Europe/Paris", "America/New_York"). Defaults to UTC.
longitude*	number	Longitude of the location in decimal degrees (e.g. 2.3522 for Paris)
pollutants	string	Comma-separated pollutant variables to return. Available: pm10, pm2_5, carbon_monoxide, nitrogen_dioxide, sulphur_dioxide, ozone, aerosol_optical_depth, dust, uv_index, ammonia, european_aqi, us_aqi. Defaults to pm10,pm2_5,nitrogen_dioxide,ozone,european_aqi,us_aqi.
forecast_days	integer	Number of days to forecast (1–7). Defaults to 3.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the location in decimal degrees (e.g. 48.8566 for Paris)"
    },
    "timezone": {
      "type": "string",
      "default": "UTC",
      "description": "IANA timezone name for returned timestamps (e.g. \"Europe/Paris\", \"America/New_York\"). Defaults to UTC."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the location in decimal degrees (e.g. 2.3522 for Paris)"
    },
    "pollutants": {
      "type": "string",
      "description": "Comma-separated pollutant variables to return. Available: pm10, pm2_5, carbon_monoxide, nitrogen_dioxide, sulphur_dioxide, ozone, aerosol_optical_depth, dust, uv_index, ammonia, european_aqi, us_aqi. Defaults to pm10,pm2_5,nitrogen_dioxide,ozone,european_aqi,us_aqi."
    },
    "forecast_days": {
      "type": "integer",
      "default": 3,
      "maximum": 7,
      "minimum": 1,
      "description": "Number of days to forecast (1–7). Defaults to 3."
    }
  },
  "additionalProperties": false
}

openmeteoaq.air.historical

Retrieve hourly historical air quality data for a date range at any global location. Returns PM10, PM2.5, ozone, nitrogen dioxide, European AQI, US AQI and other pollutants. Historical data available from 2022-01-01. Maximum query range ~1 year per call. Copernicus CAMS reanalysis, no auth. Open-Meteo CC BY 4.0.

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Argument	Type	Description
end_date*	string	End date in YYYY-MM-DD format (e.g. "2024-01-31"). Maximum range is ~1 year per query.
latitude*	number	Latitude of the location in decimal degrees (e.g. 48.8566 for Paris)
timezone	string	IANA timezone name for returned timestamps (e.g. "Europe/Paris", "America/New_York"). Defaults to UTC.
longitude*	number	Longitude of the location in decimal degrees (e.g. 2.3522 for Paris)
pollutants	string	Comma-separated pollutant variables to return. Available: pm10, pm2_5, carbon_monoxide, nitrogen_dioxide, sulphur_dioxide, ozone, aerosol_optical_depth, dust, uv_index, ammonia, european_aqi, us_aqi. Defaults to pm10,pm2_5,nitrogen_dioxide,ozone,european_aqi,us_aqi.
start_date*	string	Start date in YYYY-MM-DD format (e.g. "2024-01-01"). Historical data from 2022.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude",
    "start_date",
    "end_date"
  ],
  "properties": {
    "end_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "End date in YYYY-MM-DD format (e.g. \"2024-01-31\"). Maximum range is ~1 year per query."
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the location in decimal degrees (e.g. 48.8566 for Paris)"
    },
    "timezone": {
      "type": "string",
      "default": "UTC",
      "description": "IANA timezone name for returned timestamps (e.g. \"Europe/Paris\", \"America/New_York\"). Defaults to UTC."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the location in decimal degrees (e.g. 2.3522 for Paris)"
    },
    "pollutants": {
      "type": "string",
      "description": "Comma-separated pollutant variables to return. Available: pm10, pm2_5, carbon_monoxide, nitrogen_dioxide, sulphur_dioxide, ozone, aerosol_optical_depth, dust, uv_index, ammonia, european_aqi, us_aqi. Defaults to pm10,pm2_5,nitrogen_dioxide,ozone,european_aqi,us_aqi."
    },
    "start_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Start date in YYYY-MM-DD format (e.g. \"2024-01-01\"). Historical data from 2022."
    }
  },
  "additionalProperties": false
}

openmeteoaq.air.pollen

Get current and forecast pollen concentrations (grains/m³) for any global location. Returns alder, birch, grass, mugwort, olive, and ragweed pollen — the six key allergens. Includes current reading plus hourly forecast for 1–7 days. Useful for allergy apps, outdoor scheduling, and health risk agents. Copernicus CAMS pollen model, no auth. Open-Meteo CC BY 4.0.

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Argument	Type	Description
latitude*	number	Latitude of the location in decimal degrees (e.g. 48.8566 for Paris)
timezone	string	IANA timezone name for returned timestamps (e.g. "Europe/Paris", "America/New_York"). Defaults to UTC.
longitude*	number	Longitude of the location in decimal degrees (e.g. 2.3522 for Paris)
forecast_days	integer	Number of forecast days to include in hourly pollen data (1–7). Defaults to 3.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the location in decimal degrees (e.g. 48.8566 for Paris)"
    },
    "timezone": {
      "type": "string",
      "default": "UTC",
      "description": "IANA timezone name for returned timestamps (e.g. \"Europe/Paris\", \"America/New_York\"). Defaults to UTC."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the location in decimal degrees (e.g. 2.3522 for Paris)"
    },
    "forecast_days": {
      "type": "integer",
      "default": 3,
      "maximum": 7,
      "minimum": 1,
      "description": "Number of forecast days to include in hourly pollen data (1–7). Defaults to 3."
    }
  },
  "additionalProperties": false
}

opensensemap.boxes.detail

Get full metadata and sensor list for a specific OpenSenseMap sensor station by its box ID. Returns station name, coordinates, exposure type, hardware model, creation date, and a complete list of all sensors with their IDs, titles, units, sensor types, and latest measurement values. Use this to discover the sensor IDs needed for sensor_timeseries calls. A station typically has 3–12 sensors covering combinations of: temperature (°C), relative humidity (%), air pressure (hPa), PM2.5 (µg/m³), PM10 (µg/m³), UV intensity (µW/cm²), illuminance (lx), CO₂ (ppm), and more. Obtain the box_id from box_search results. Source: OpenSenseMap, PDDL 1.0 public domain.

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Argument	Type	Description
box_id*	string	OpenSenseMap station (box) ID — the 24-character MongoDB ObjectId from box_search results (e.g. "578207d56fea661300861f3b").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "box_id"
  ],
  "properties": {
    "box_id": {
      "type": "string",
      "description": "OpenSenseMap station (box) ID — the 24-character MongoDB ObjectId from box_search results (e.g. \"578207d56fea661300861f3b\")."
    }
  },
  "additionalProperties": false
}

opensensemap.boxes.search

Search OpenSenseMap crowdsourced environmental sensor stations by location, name, group tag, exposure type, or measured phenomenon. Returns up to 100 stations with their sensors and latest measurement values. OpenSenseMap hosts 15,000+ community-operated senseBox stations worldwide measuring PM2.5, temperature, humidity, UV, pressure, CO₂, and more. Location search: provide latitude+longitude to find stations within max_distance meters (default 5 km). Name search: pass name to filter by station name substring (e.g. "berlin", "school"). Phenomenon filter: use "Temperatur", "PM2.5", "rel. Luftfeuchte", "Luftdruck", or "UV-Intensität" to find stations measuring a specific sensor type. Exposure filter: "outdoor" for weather/air-quality monitors, "indoor" for home sensors. Each result includes station ID (use with box_detail or sensors_latest), coordinates, sensor list, and last measurement values. Data is PDDL 1.0 public domain, no attribution required. Source: https://opensensemap.org

read-only

Argument	Type	Description
name	string	Filter stations by name substring (case-insensitive). Example: "berlin" returns all stations with "berlin" in their name.
limit	integer	Maximum number of stations to return (1–100, default 20).
exposure	string	Filter stations by sensor placement: "outdoor" for weather/air-quality monitors, "indoor" for home environment sensors, "mobile" for moving sensors.
grouptag	string	Filter stations by group tag. Tags are set by station owners to identify communities or projects (e.g. "luftdaten", "sensebox", "airrohr").
latitude	number	Latitude of the search center point (WGS84, e.g. 52.52 for Berlin). Required when longitude is provided.
longitude	number	Longitude of the search center point (WGS84, e.g. 13.40 for Berlin). Required when latitude is provided.
phenomenon	string	Filter stations that measure a specific phenomenon by sensor title (e.g. "Temperatur", "PM2.5", "rel. Luftfeuchte", "Luftdruck", "UV"). Case-insensitive.
max_distance	integer	Maximum search radius in meters when using lat/lng search (default 5000, i.e. 5 km).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "description": "Filter stations by name substring (case-insensitive). Example: \"berlin\" returns all stations with \"berlin\" in their name."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of stations to return (1–100, default 20)."
    },
    "exposure": {
      "enum": [
        "indoor",
        "outdoor",
        "mobile",
        "unknown"
      ],
      "type": "string",
      "description": "Filter stations by sensor placement: \"outdoor\" for weather/air-quality monitors, \"indoor\" for home environment sensors, \"mobile\" for moving sensors."
    },
    "grouptag": {
      "type": "string",
      "description": "Filter stations by group tag. Tags are set by station owners to identify communities or projects (e.g. \"luftdaten\", \"sensebox\", \"airrohr\")."
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the search center point (WGS84, e.g. 52.52 for Berlin). Required when longitude is provided."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the search center point (WGS84, e.g. 13.40 for Berlin). Required when latitude is provided."
    },
    "phenomenon": {
      "type": "string",
      "description": "Filter stations that measure a specific phenomenon by sensor title (e.g. \"Temperatur\", \"PM2.5\", \"rel. Luftfeuchte\", \"Luftdruck\", \"UV\"). Case-insensitive."
    },
    "max_distance": {
      "type": "integer",
      "default": 5000,
      "description": "Maximum search radius in meters when using lat/lng search (default 5000, i.e. 5 km).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

opensensemap.sensors.latest

Get the latest measurement value for every sensor on an OpenSenseMap station in a single call. Returns all sensor readings simultaneously: temperature, humidity, pressure, PM2.5, PM10, UV, CO₂, and any other sensors installed on the station. Each reading includes sensor ID, title, unit, sensor type, current value, and timestamp of measurement. Sensors with no recent data show last_value: null. Use box_search or box_detail to find the box_id first, then use sensor IDs from results with sensor_timeseries for historical data. Ideal for real-time environmental monitoring dashboards. Source: OpenSenseMap, PDDL 1.0 public domain.

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Argument	Type	Description
box_id*	string	OpenSenseMap station (box) ID — the 24-character MongoDB ObjectId from box_search results. Returns the latest measurement value for every sensor on this station.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "box_id"
  ],
  "properties": {
    "box_id": {
      "type": "string",
      "description": "OpenSenseMap station (box) ID — the 24-character MongoDB ObjectId from box_search results. Returns the latest measurement value for every sensor on this station."
    }
  },
  "additionalProperties": false
}

opensensemap.sensors.timeseries

Retrieve historical time-series measurements for a specific sensor on an OpenSenseMap station. Returns up to 10,000 measurement points (value + ISO 8601 timestamp) in reverse-chronological order (newest first). Specify box_id and sensor_id (both from box_search or sensors_latest), and optionally narrow the window with from_date/to_date in ISO 8601 format. Sensors on active stations record every 1–10 minutes, so a 24-hour window for a station with 5-min intervals yields ~288 data points. Useful for charting pollution spikes, computing daily averages, building climate datasets, or triggering alerts on threshold crossings. Supports any sensor type: PM2.5 (µg/m³), temperature (°C), relative humidity (%), air pressure (hPa), UV intensity, CO₂ (ppm), and more. Source: OpenSenseMap, PDDL 1.0 public domain.

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Argument	Type	Description
limit	integer	Maximum number of measurements to return, newest first (1–10000, default 100).
box_id*	string	OpenSenseMap station (box) ID — the 24-character MongoDB ObjectId from box_search or box_detail results (e.g. "578207d56fea661300861f3b").
to_date	string	End of time range in ISO 8601 format (e.g. "2024-01-02T00:00:00.000Z"). Defaults to now.
from_date	string	Start of time range in ISO 8601 format (e.g. "2024-01-01T00:00:00.000Z"). Defaults to 2 days ago.
sensor_id*	string	Sensor ID within the station — the 24-character MongoDB ObjectId found in sensors_latest or box_detail sensor list (e.g. "578207d56fea661300861f3d").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "box_id",
    "sensor_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 100,
      "maximum": 10000,
      "minimum": 1,
      "description": "Maximum number of measurements to return, newest first (1–10000, default 100)."
    },
    "box_id": {
      "type": "string",
      "description": "OpenSenseMap station (box) ID — the 24-character MongoDB ObjectId from box_search or box_detail results (e.g. \"578207d56fea661300861f3b\")."
    },
    "to_date": {
      "type": "string",
      "description": "End of time range in ISO 8601 format (e.g. \"2024-01-02T00:00:00.000Z\"). Defaults to now."
    },
    "from_date": {
      "type": "string",
      "description": "Start of time range in ISO 8601 format (e.g. \"2024-01-01T00:00:00.000Z\"). Defaults to 2 days ago."
    },
    "sensor_id": {
      "type": "string",
      "description": "Sensor ID within the station — the 24-character MongoDB ObjectId found in sensors_latest or box_detail sensor list (e.g. \"578207d56fea661300861f3d\")."
    }
  },
  "additionalProperties": false
}

opensky.traffic.aircraft_state

Get the current real-time ADS-B state vector for a single aircraft identified by its ICAO 24-bit hex address (e.g. 3c6444). Returns position, altitude, speed, heading, vertical rate, squawk, origin country, and whether on ground. If the aircraft is not currently tracked (landed, out of range, or transponder off) the response includes found=false. ICAO24 addresses can be looked up from aircraft registrations (e.g. N-number, D- prefix). Useful for tracking a specific flight in real time. Source: OpenSky Network — opensky-network.org. No auth, open access.

read-only

Argument	Type	Description
icao24*	string	ICAO 24-bit hex address of the aircraft transponder (e.g. 3c6444 for a Lufthansa aircraft)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao24"
  ],
  "properties": {
    "icao24": {
      "type": "string",
      "pattern": "^[0-9a-f]{6}$",
      "description": "ICAO 24-bit hex address of the aircraft transponder (e.g. 3c6444 for a Lufthansa aircraft)"
    }
  },
  "additionalProperties": false
}

opensky.traffic.aircraft_track

Retrieve the flight trajectory (sequence of GPS waypoints) for a specific aircraft identified by its ICAO24 hex address. Each waypoint contains Unix timestamp, latitude, longitude, barometric altitude (meters), true track angle, and on-ground flag. Use time=0 or omit for the current active flight track. Requires the aircraft to be actively tracked by the OpenSky network. Useful for reconstructing a flight path, computing distance flown, or detecting airport arrivals and departures. Source: OpenSky Network — opensky-network.org. No auth, open access.

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Argument	Type	Description
time	integer	Unix timestamp for which to retrieve the track. Use 0 or omit for the current flight trajectory.
icao24*	string	ICAO 24-bit hex address of the aircraft (e.g. 3ffc33). Must be an actively tracked flight.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "icao24"
  ],
  "properties": {
    "time": {
      "type": "integer",
      "description": "Unix timestamp for which to retrieve the track. Use 0 or omit for the current flight trajectory."
    },
    "icao24": {
      "type": "string",
      "pattern": "^[0-9a-f]{6}$",
      "description": "ICAO 24-bit hex address of the aircraft (e.g. 3ffc33). Must be an actively tracked flight."
    }
  },
  "additionalProperties": false
}

opensky.traffic.states_bbox

Retrieve real-time ADS-B state vectors for all aircraft currently within a geographic bounding box. Returns ICAO24 transponder address, callsign, origin country, position (lat/lon), barometric altitude, velocity, heading, vertical rate, squawk code, and position source (ADS-B/MLAT/FLARM). Data is updated every ~10 seconds from the OpenSky community network of ~5,000 ADS-B receivers. Specify lamin/lomin/lamax/lomax in decimal degrees. Limit per call: 1,000 aircraft (use smaller bbox for dense airspace). Source: OpenSky Network — opensky-network.org. No auth, open access.

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Argument	Type	Description
lamax*	number	Maximum latitude of the bounding box in decimal degrees (e.g. 55.0)
lamin*	number	Minimum latitude of the bounding box in decimal degrees (e.g. 47.0)
limit	integer	Maximum number of aircraft to return (default 100, max 1000)
lomax*	number	Maximum longitude of the bounding box in decimal degrees (e.g. 15.0)
lomin*	number	Minimum longitude of the bounding box in decimal degrees (e.g. 5.0)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lamin",
    "lomin",
    "lamax",
    "lomax"
  ],
  "properties": {
    "lamax": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Maximum latitude of the bounding box in decimal degrees (e.g. 55.0)"
    },
    "lamin": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Minimum latitude of the bounding box in decimal degrees (e.g. 47.0)"
    },
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Maximum number of aircraft to return (default 100, max 1000)"
    },
    "lomax": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Maximum longitude of the bounding box in decimal degrees (e.g. 15.0)"
    },
    "lomin": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Minimum longitude of the bounding box in decimal degrees (e.g. 5.0)"
    }
  },
  "additionalProperties": false
}

opensky.traffic.states_country

Get real-time ADS-B state vectors for all aircraft currently registered to a specific origin country (e.g. Germany, United States). Filters the global ADS-B feed by the aircraft's registered country of origin from ICAO24 address blocks. Optionally narrow the geographic area using a bounding box (lamin/lomin/lamax/lomax). Returns ICAO24, callsign, position, altitude, velocity, and heading for each matching aircraft. Useful for counting or mapping the live air traffic of a specific country. Source: OpenSky Network — opensky-network.org. No auth, open access.

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Argument	Type	Description
lamax	number	Optional maximum latitude to narrow the search area (decimal degrees)
lamin	number	Optional minimum latitude to narrow the search area (decimal degrees)
limit	integer	Maximum number of matching aircraft to return (default 100, max 500)
lomax	number	Optional maximum longitude to narrow the search area (decimal degrees)
lomin	number	Optional minimum longitude to narrow the search area (decimal degrees)
country*	string	Origin country name to filter aircraft by (e.g. Germany, United States, France). Case-insensitive.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country"
  ],
  "properties": {
    "lamax": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Optional maximum latitude to narrow the search area (decimal degrees)"
    },
    "lamin": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Optional minimum latitude to narrow the search area (decimal degrees)"
    },
    "limit": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of matching aircraft to return (default 100, max 500)"
    },
    "lomax": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Optional maximum longitude to narrow the search area (decimal degrees)"
    },
    "lomin": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Optional minimum longitude to narrow the search area (decimal degrees)"
    },
    "country": {
      "type": "string",
      "description": "Origin country name to filter aircraft by (e.g. Germany, United States, France). Case-insensitive."
    }
  },
  "additionalProperties": false
}

openstates.legislature.bill_detail

Get full details for a specific US state bill by jurisdiction, session, and bill identifier. Returns complete legislative history including all actions (committee referrals, readings, amendments, final votes), sponsor information, abstract/summary, and roll-call vote counts. Obtain jurisdiction and session from bills_search results. Example: jurisdiction="ca", session="20252026", bill_id="SB 700".

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Argument	Type	Description
bill_id*	string	Bill identifier within the session (e.g. "SB 700", "HB 1234", "SR 5"). Obtain from bills_search results.
session*	string	Legislative session identifier the bill belongs to (e.g. "20252026", "2024"). Obtain from bills_search results.
jurisdiction*	string	State abbreviation where the bill was introduced (e.g. "ca" for California, "ny" for New York).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "jurisdiction",
    "session",
    "bill_id"
  ],
  "properties": {
    "bill_id": {
      "type": "string",
      "description": "Bill identifier within the session (e.g. \"SB 700\", \"HB 1234\", \"SR 5\"). Obtain from bills_search results."
    },
    "session": {
      "type": "string",
      "description": "Legislative session identifier the bill belongs to (e.g. \"20252026\", \"2024\"). Obtain from bills_search results."
    },
    "jurisdiction": {
      "type": "string",
      "description": "State abbreviation where the bill was introduced (e.g. \"ca\" for California, \"ny\" for New York)."
    }
  },
  "additionalProperties": false
}

openstates.legislature.bills_search

Search US state legislative bills by jurisdiction, keyword, session, or subject. Returns bill summaries with identifier, title, latest action, passage date, and link to the OpenStates detail page. Covers all 50 US states and territories. Filter by session (e.g. "20252026"), classification (bill/resolution), or subject tag. Use bills_detail to fetch full text, sponsors, and voting records.

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Argument	Type	Description
q	string	Full-text keyword search across bill titles and text (e.g. "climate change", "education funding").
page	integer	Page number for pagination (default 1).
session	string	Legislative session identifier to filter bills (e.g. "20252026" for 2025-2026 session). Format varies by state.
subject	string	Filter by subject/topic tag assigned to the bill (e.g. "Education", "Environment", "Health Care").
per_page	integer	Number of results per page (1–50, default 20).
jurisdiction	string	State or jurisdiction abbreviation to search bills in (e.g. "ca", "tx", "ny"). Required unless q is provided.
classification	string	Filter by bill type classification (e.g. "bill", "resolution", "joint resolution", "concurrent resolution").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Full-text keyword search across bill titles and text (e.g. \"climate change\", \"education funding\")."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "session": {
      "type": "string",
      "description": "Legislative session identifier to filter bills (e.g. \"20252026\" for 2025-2026 session). Format varies by state."
    },
    "subject": {
      "type": "string",
      "description": "Filter by subject/topic tag assigned to the bill (e.g. \"Education\", \"Environment\", \"Health Care\")."
    },
    "per_page": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results per page (1–50, default 20)."
    },
    "jurisdiction": {
      "type": "string",
      "description": "State or jurisdiction abbreviation to search bills in (e.g. \"ca\", \"tx\", \"ny\"). Required unless q is provided."
    },
    "classification": {
      "type": "string",
      "description": "Filter by bill type classification (e.g. \"bill\", \"resolution\", \"joint resolution\", \"concurrent resolution\")."
    }
  },
  "additionalProperties": false
}

openstates.legislature.committees

List legislative committees for a US state, optionally filtered by chamber (upper/lower) or type (committee/subcommittee). Returns committee name, chamber, jurisdiction, and parent committee for subcommittees. Useful for identifying which committee oversees a policy area or finding where a bill is assigned. Use jurisdiction codes such as "ca", "tx", "ny".

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
chamber	string	Filter by chamber (e.g. "upper" for Senate, "lower" for House/Assembly, "legislature" for joint committees).
per_page	integer	Number of results per page (1–50, default 20).
jurisdiction	string	State or jurisdiction abbreviation to list committees for (e.g. "ca", "tx", "ny").
classification	string	Filter by committee classification (e.g. "committee", "subcommittee").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "chamber": {
      "type": "string",
      "description": "Filter by chamber (e.g. \"upper\" for Senate, \"lower\" for House/Assembly, \"legislature\" for joint committees)."
    },
    "per_page": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results per page (1–50, default 20)."
    },
    "jurisdiction": {
      "type": "string",
      "description": "State or jurisdiction abbreviation to list committees for (e.g. \"ca\", \"tx\", \"ny\")."
    },
    "classification": {
      "type": "string",
      "description": "Filter by committee classification (e.g. \"committee\", \"subcommittee\")."
    }
  },
  "additionalProperties": false
}

openstates.legislature.people_search

Search current US state legislators across all 50 states. Filter by state jurisdiction, name, political party, or district. Returns legislator profiles including name, party affiliation, chamber role (Senator/Representative/Delegate), district, jurisdiction, and profile image. Powered by OpenStates (open-data, CC-licensed). Use jurisdiction codes such as "ca" (California), "tx" (Texas), "ny" (New York).

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Argument	Type	Description
name	string	Search legislators by full or partial name (e.g. "Pelosi", "Nancy Pelosi"). Case-insensitive substring match.
page	integer	Page number for pagination (default 1).
party	string	Filter by political party affiliation (e.g. "Democratic", "Republican", "Independent").
district	string	Filter by legislative district number or name (e.g. "12", "Senate District 5").
per_page	integer	Number of results per page (1–50, default 20).
jurisdiction	string	State or jurisdiction abbreviation to filter legislators (e.g. "ca" for California, "tx" for Texas, "ny" for New York). Required unless name is provided.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "description": "Search legislators by full or partial name (e.g. \"Pelosi\", \"Nancy Pelosi\"). Case-insensitive substring match."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "party": {
      "type": "string",
      "description": "Filter by political party affiliation (e.g. \"Democratic\", \"Republican\", \"Independent\")."
    },
    "district": {
      "type": "string",
      "description": "Filter by legislative district number or name (e.g. \"12\", \"Senate District 5\")."
    },
    "per_page": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results per page (1–50, default 20)."
    },
    "jurisdiction": {
      "type": "string",
      "description": "State or jurisdiction abbreviation to filter legislators (e.g. \"ca\" for California, \"tx\" for Texas, \"ny\" for New York). Required unless name is provided."
    }
  },
  "additionalProperties": false
}

opentdb.trivia.categories

List all 24 trivia categories available in the Open Trivia Database with their numeric IDs. Categories include General Knowledge (9), Entertainment: Books (10), Film (11), Music (12), Musicals & Theatres (13), Television (14), Video Games (15), Board Games (16), Science & Nature (17), Computers (18), Mathematics (19), Mythology (20), Sports (21), Geography (22), History (23), Politics (24), Art (25), Celebrities (26), Animals (27), Vehicles (28), Comics (29), Gadgets (30), Japanese Anime & Manga (31), Cartoon & Animations (32). Use returned IDs as the 'category' parameter in opentdb.trivia.questions. Source: opentdb.com — CC BY-SA 4.0, free unlimited.

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Argument	Type	Description
_placeholder	string	No parameters required — returns all 24 trivia categories with their numeric IDs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "_placeholder": {
      "type": "string",
      "description": "No parameters required — returns all 24 trivia categories with their numeric IDs."
    }
  },
  "additionalProperties": false
}

opentdb.trivia.category_count

Get the number of verified trivia questions available in a specific category, broken down by difficulty (easy, medium, hard). Useful for checking availability before requesting questions with opentdb.trivia.questions — if you request more questions than exist in a filtered query, the API returns empty results. Example: category 9 (General Knowledge) has ~469 verified questions. Source: opentdb.com — CC BY-SA 4.0, free unlimited.

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Argument	Type	Description
category_id*	integer	Category ID (9–32). Use opentdb.trivia.categories to list all IDs. Examples: 9=General Knowledge, 17=Science & Nature, 21=Sports, 23=History.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "category_id"
  ],
  "properties": {
    "category_id": {
      "type": "integer",
      "maximum": 32,
      "minimum": 9,
      "description": "Category ID (9–32). Use opentdb.trivia.categories to list all IDs. Examples: 9=General Knowledge, 17=Science & Nature, 21=Sports, 23=History."
    }
  },
  "additionalProperties": false
}

opentdb.trivia.global_count

Get global question counts across the entire Open Trivia Database: total questions, verified (live and servable), pending (under review), and rejected, with a per-category breakdown. Useful for understanding database coverage — typically 5000+ verified questions spread across 24 categories. Note: only verified questions are returned by opentdb.trivia.questions. Source: opentdb.com — CC BY-SA 4.0, free unlimited.

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Argument	Type	Description
_placeholder	string	No parameters required — returns global question counts and per-category breakdown.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "_placeholder": {
      "type": "string",
      "description": "No parameters required — returns global question counts and per-category breakdown."
    }
  },
  "additionalProperties": false
}

opentdb.trivia.questions

Fetch random trivia questions from the Open Trivia Database. Returns up to 50 questions per call with category, difficulty, correct answer, incorrect answers, and a shuffled all_answers list for quiz presentation. HTML entities are decoded automatically. Filter by category (use opentdb.trivia.categories to get IDs), difficulty (easy/medium/hard), and type (multiple-choice or True/False). Examples: 10 general knowledge questions (no params), 5 hard science questions (category=17, amount=5, difficulty=hard), True/False history questions (category=23, type=boolean). Source: opentdb.com — CC BY-SA 4.0, user-contributed, 5000+ verified questions, 24 categories, free unlimited.

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Argument	Type	Description
type	string	Question type: multiple (4 choices) or boolean (True/False). Omit for both types.
amount	integer	Number of trivia questions to return (default 10, max 50).
category	integer	Category ID to filter by (e.g. 9=General Knowledge, 17=Science & Nature, 21=Sports, 23=History). Use opentdb.trivia.categories to list all 24 IDs.
difficulty	string	Difficulty filter: easy, medium, or hard. Omit for mixed difficulty.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "type": {
      "enum": [
        "multiple",
        "boolean"
      ],
      "type": "string",
      "description": "Question type: multiple (4 choices) or boolean (True/False). Omit for both types."
    },
    "amount": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of trivia questions to return (default 10, max 50)."
    },
    "category": {
      "type": "integer",
      "description": "Category ID to filter by (e.g. 9=General Knowledge, 17=Science & Nature, 21=Sports, 23=History). Use opentdb.trivia.categories to list all 24 IDs."
    },
    "difficulty": {
      "enum": [
        "easy",
        "medium",
        "hard"
      ],
      "type": "string",
      "description": "Difficulty filter: easy, medium, or hard. Omit for mixed difficulty."
    }
  },
  "additionalProperties": false
}

opentopo.catalog.dem

Search the OpenTopography catalog for raster Digital Elevation Model (DEM) datasets covering a specified bounding box. Returns community-contributed and curated DEM datasets beyond the standard global datasets — including specialised regional surveys, UAV-derived models, and research DEMs. Returns dataset name, ID, DOI, format, creation date, and coverage bounds. Complements the standard elevation query tools by exposing niche high-resolution datasets. Source: OpenTopography catalog, CC BY 4.0, free registration (5K req/day).

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Argument	Type	Description
max_lat*	number	Northern boundary of search area in decimal degrees (-90 to 90)
max_lon*	number	Eastern boundary of search area in decimal degrees (-180 to 180)
min_lat*	number	Southern boundary of search area in decimal degrees (-90 to 90)
min_lon*	number	Western boundary of search area in decimal degrees (-180 to 180)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "min_lon",
    "min_lat",
    "max_lon",
    "max_lat"
  ],
  "properties": {
    "max_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Northern boundary of search area in decimal degrees (-90 to 90)"
    },
    "max_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Eastern boundary of search area in decimal degrees (-180 to 180)"
    },
    "min_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Southern boundary of search area in decimal degrees (-90 to 90)"
    },
    "min_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Western boundary of search area in decimal degrees (-180 to 180)"
    }
  },
  "additionalProperties": false
}

opentopo.catalog.lidar

Search the OpenTopography catalog for high-resolution LiDAR point cloud datasets covering a specified bounding box. LiDAR datasets provide centimetre-to-metre resolution 3D terrain data, primarily from USGS 3DEP surveys across the US. Returns dataset name, OpenTopography ID, DOI URL, acquisition date, spatial coverage bounds, and description. Essential for discovering available high-resolution terrain data before requesting downloads. Source: OpenTopography catalog, CC BY 4.0, free registration (5K req/day).

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Argument	Type	Description
max_lat*	number	Northern boundary of search area in decimal degrees (-90 to 90)
max_lon*	number	Eastern boundary of search area in decimal degrees (-180 to 180)
min_lat*	number	Southern boundary of search area in decimal degrees (-90 to 90)
min_lon*	number	Western boundary of search area in decimal degrees (-180 to 180)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "min_lon",
    "min_lat",
    "max_lon",
    "max_lat"
  ],
  "properties": {
    "max_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Northern boundary of search area in decimal degrees (-90 to 90)"
    },
    "max_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Eastern boundary of search area in decimal degrees (-180 to 180)"
    },
    "min_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Southern boundary of search area in decimal degrees (-90 to 90)"
    },
    "min_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Western boundary of search area in decimal degrees (-180 to 180)"
    }
  },
  "additionalProperties": false
}

opentopo.elevation.area

Get terrain elevation statistics (min, max, mean, range in metres) for a bounding box area using global DEM datasets. Maximum bounding box: 0.5° × 0.5° (~55km × 55km at equator). Returns min_m, max_m, mean_m, range_m, cell_count, valid_cells, nodata_cells, and resolution. Useful for hydrological analysis, terrain characterisation, and infrastructure siting. Source: OpenTopography / USGS 3DEP, CC BY 4.0, free registration (5K req/day).

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Argument	Type	Description
east*	number	Eastern boundary of bounding box in decimal degrees (must be > west)
west*	number	Western boundary of bounding box in decimal degrees (-180 to 180)
north*	number	Northern boundary of bounding box in decimal degrees (must be > south)
south*	number	Southern boundary of bounding box in decimal degrees (-90 to 90)
dataset	string	Global DEM dataset to query. SRTMGL1 = NASA SRTM 30m (default, global). COP30 = Copernicus 30m (high accuracy). AW3D30 = ALOS World 3D 30m. NASADEM = NASA 30m reprocessed SRTM. SRTMGL3 = SRTM 90m. COP90 = Copernicus 90m. SRTM15Plus = 500m global+bathymetry. EU_DTM = European 30m. GEBCOIceTopo/GEBCOSubIceTopo = GEBCO 500m ice/sub-ice.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "south",
    "north",
    "west",
    "east"
  ],
  "properties": {
    "east": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Eastern boundary of bounding box in decimal degrees (must be > west)"
    },
    "west": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Western boundary of bounding box in decimal degrees (-180 to 180)"
    },
    "north": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Northern boundary of bounding box in decimal degrees (must be > south)"
    },
    "south": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Southern boundary of bounding box in decimal degrees (-90 to 90)"
    },
    "dataset": {
      "enum": [
        "SRTMGL1",
        "SRTMGL3",
        "SRTMGL1_E",
        "AW3D30",
        "AW3D30_E",
        "NASADEM",
        "COP30",
        "COP90",
        "EU_DTM",
        "SRTM15Plus",
        "GEDI_L3",
        "GEBCOIceTopo",
        "GEBCOSubIceTopo"
      ],
      "type": "string",
      "description": "Global DEM dataset to query. SRTMGL1 = NASA SRTM 30m (default, global). COP30 = Copernicus 30m (high accuracy). AW3D30 = ALOS World 3D 30m. NASADEM = NASA 30m reprocessed SRTM. SRTMGL3 = SRTM 90m. COP90 = Copernicus 90m. SRTM15Plus = 500m global+bathymetry. EU_DTM = European 30m. GEBCOIceTopo/GEBCOSubIceTopo = GEBCO 500m ice/sub-ice."
    }
  },
  "additionalProperties": false
}

opentopo.elevation.point

Query terrain elevation (in metres) at a specific latitude/longitude coordinate using global Digital Elevation Model (DEM) datasets. Supports SRTMGL1 (NASA SRTM 30m, default), COP30 (Copernicus 30m), AW3D30 (ALOS 30m), NASADEM (30m reprocessed), SRTM15Plus (500m global bathymetry), and more. Returns elevation_m plus dataset resolution info. Source: OpenTopography / USGS 3DEP, CC BY 4.0, free registration (5K req/day).

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Argument	Type	Description
lat*	number	Latitude of the point to query (-90 to 90 decimal degrees)
lon*	number	Longitude of the point to query (-180 to 180 decimal degrees)
dataset	string	Global DEM dataset to query. SRTMGL1 = NASA SRTM 30m (default, global). COP30 = Copernicus 30m (high accuracy). AW3D30 = ALOS World 3D 30m. NASADEM = NASA 30m reprocessed SRTM. SRTMGL3 = SRTM 90m. COP90 = Copernicus 90m. SRTM15Plus = 500m global+bathymetry. EU_DTM = European 30m. GEBCOIceTopo/GEBCOSubIceTopo = GEBCO 500m ice/sub-ice.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the point to query (-90 to 90 decimal degrees)"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the point to query (-180 to 180 decimal degrees)"
    },
    "dataset": {
      "enum": [
        "SRTMGL1",
        "SRTMGL3",
        "SRTMGL1_E",
        "AW3D30",
        "AW3D30_E",
        "NASADEM",
        "COP30",
        "COP90",
        "EU_DTM",
        "SRTM15Plus",
        "GEDI_L3",
        "GEBCOIceTopo",
        "GEBCOSubIceTopo"
      ],
      "type": "string",
      "description": "Global DEM dataset to query. SRTMGL1 = NASA SRTM 30m (default, global). COP30 = Copernicus 30m (high accuracy). AW3D30 = ALOS World 3D 30m. NASADEM = NASA 30m reprocessed SRTM. SRTMGL3 = SRTM 90m. COP90 = Copernicus 90m. SRTM15Plus = 500m global+bathymetry. EU_DTM = European 30m. GEBCOIceTopo/GEBCOSubIceTopo = GEBCO 500m ice/sub-ice."
    }
  },
  "additionalProperties": false
}

opentopodata.elevation.batch

Get land surface elevation for up to 100 lat/lon coordinates in a single request. All points share the same dataset (srtm90m default, srtm30m, or aster30m). Returns an array of results, each with elevation_m, lat, lon, and dataset. Ideal for elevation profiling along a route, contour-line computation, or bulk terrain analysis. MIT licence, no auth, no upstream cost.

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Argument	Type	Description
dataset	string	Elevation dataset applied to all locations: srtm90m (default), srtm30m, aster30m
locations*	array	Array of lat/lon objects to query (1–100 locations per request)
interpolation	string	Interpolation method: bilinear (default) or nearest

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "locations"
  ],
  "properties": {
    "dataset": {
      "enum": [
        "srtm90m",
        "srtm30m",
        "aster30m"
      ],
      "type": "string",
      "description": "Elevation dataset applied to all locations: srtm90m (default), srtm30m, aster30m"
    },
    "locations": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "lat",
          "lon"
        ],
        "properties": {
          "lat": {
            "type": "number",
            "maximum": 90,
            "minimum": -90,
            "description": "Latitude (-90 to 90)"
          },
          "lon": {
            "type": "number",
            "maximum": 180,
            "minimum": -180,
            "description": "Longitude (-180 to 180)"
          }
        },
        "additionalProperties": false
      },
      "maxItems": 100,
      "minItems": 1,
      "description": "Array of lat/lon objects to query (1–100 locations per request)"
    },
    "interpolation": {
      "enum": [
        "bilinear",
        "nearest"
      ],
      "type": "string",
      "description": "Interpolation method: bilinear (default) or nearest"
    }
  },
  "additionalProperties": false
}

opentopodata.elevation.high_res

Get high-resolution elevation for a single coordinate using regional datasets: ned10m (USGS National Elevation Dataset 10m, continental US only) or eudem25m (EU-DEM 25m, Europe only). Returns elevation in metres with dataset name. Use ned10m for US urban/terrain analysis and eudem25m for European geospatial workflows requiring higher accuracy than SRTM. MIT licence, no auth, no upstream cost.

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Argument	Type	Description
lat*	number	Latitude of the point (-90 to 90)
lon*	number	Longitude of the point (-180 to 180)
dataset	string	High-resolution dataset: ned10m (USGS NED 10m, continental US only) or eudem25m (EU-DEM 25m, Europe only). Defaults to ned10m.
interpolation	string	Interpolation method: bilinear (default) or nearest

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the point (-90 to 90)"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the point (-180 to 180)"
    },
    "dataset": {
      "enum": [
        "ned10m",
        "eudem25m"
      ],
      "type": "string",
      "description": "High-resolution dataset: ned10m (USGS NED 10m, continental US only) or eudem25m (EU-DEM 25m, Europe only). Defaults to ned10m."
    },
    "interpolation": {
      "enum": [
        "bilinear",
        "nearest"
      ],
      "type": "string",
      "description": "Interpolation method: bilinear (default) or nearest"
    }
  },
  "additionalProperties": false
}

opentopodata.elevation.ocean

Get ocean floor depth (metres, negative values below sea level) at a lat/lon coordinate using the GEBCO 2020 global bathymetric dataset (450m resolution). Returns depth in metres; negative values indicate depth below sea level, positive values indicate land elevation above sea level. Use for marine navigation planning, submarine cable routing, oceanographic research, and coastal engineering. MIT licence, no auth, no upstream cost.

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Argument	Type	Description
lat*	number	Latitude of the ocean/sea point (-90 to 90)
lon*	number	Longitude of the ocean/sea point (-180 to 180)
interpolation	string	Interpolation method: bilinear (default) or nearest

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the ocean/sea point (-90 to 90)"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the ocean/sea point (-180 to 180)"
    },
    "interpolation": {
      "enum": [
        "bilinear",
        "nearest"
      ],
      "type": "string",
      "description": "Interpolation method: bilinear (default) or nearest"
    }
  },
  "additionalProperties": false
}

opentopodata.elevation.point

Get land surface elevation (metres above sea level) for a single latitude/longitude coordinate. Supports three global datasets: srtm90m (NASA SRTM 90m resolution, default), srtm30m (NASA SRTM 30m), and aster30m (ASTER 30m, best for high-altitude regions like Everest). Returns elevation in metres with the dataset name and the snapped coordinates. Use for terrain analysis, hiking route planning, flight-path clearance checks, and GIS workflows. MIT licence, no auth, no upstream cost.

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Argument	Type	Description
lat*	number	Latitude of the point (-90 to 90)
lon*	number	Longitude of the point (-180 to 180)
dataset	string	Elevation dataset: srtm90m (NASA SRTM 90m, default), srtm30m (NASA SRTM 30m), aster30m (ASTER 30m, good for high mountains)
interpolation	string	Interpolation method: bilinear (default, smoother) or nearest (raw pixel value)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the point (-90 to 90)"
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the point (-180 to 180)"
    },
    "dataset": {
      "enum": [
        "srtm90m",
        "srtm30m",
        "aster30m"
      ],
      "type": "string",
      "description": "Elevation dataset: srtm90m (NASA SRTM 90m, default), srtm30m (NASA SRTM 30m), aster30m (ASTER 30m, good for high mountains)"
    },
    "interpolation": {
      "enum": [
        "bilinear",
        "nearest"
      ],
      "type": "string",
      "description": "Interpolation method: bilinear (default, smoother) or nearest (raw pixel value)"
    }
  },
  "additionalProperties": false
}

orcid.researcher.profile

Get a researcher's public ORCID profile by their ORCID iD: name, other names, biography, keywords, country, researcher URLs, and linked external identifiers (e.g. Scopus Author ID, ResearcherID) (pub.orcid.org, public ORCID data)

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Argument	Type	Description
orcid_id*	string	ORCID iD, e.g. "0000-0002-1825-0097". Obtain one from orcid.search_researcher.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "orcid_id"
  ],
  "properties": {
    "orcid_id": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{4}-\\d{4}-\\d{3}[\\dX]$",
      "description": "ORCID iD, e.g. \"0000-0002-1825-0097\". Obtain one from orcid.search_researcher."
    }
  },
  "additionalProperties": false
}

orcid.researcher.search

Search the global ORCID registry for researchers by name or affiliation, using a plain name or a Solr-style field query (e.g. "family-name:Smith", "affiliation-org-name:MIT"). Returns matching researchers with their ORCID iD, name, and institution — the ORCID iD can then be used with orcid.get_person or orcid.get_works (pub.orcid.org, public ORCID data)

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Argument	Type	Description
rows	integer	Number of results to return (1-50, default 10).
query*	string	Researcher search query — a plain name (e.g. "Jane Smith") or a Solr-style field query (e.g. "family-name:Carberry", "affiliation-org-name:MIT AND given-names:Jane").
start	integer	Offset into the result set for pagination (default 0).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rows": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return (1-50, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Researcher search query — a plain name (e.g. \"Jane Smith\") or a Solr-style field query (e.g. \"family-name:Carberry\", \"affiliation-org-name:MIT AND given-names:Jane\")."
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Offset into the result set for pagination (default 0)."
    }
  },
  "additionalProperties": false
}

orcid.researcher.works

Get the list of publications and other works recorded on a researcher's ORCID profile: title, work type, journal title, publication date, and DOI/other external identifiers (pub.orcid.org, public ORCID data)

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Argument	Type	Description
orcid_id*	string	ORCID iD, e.g. "0000-0002-1825-0097". Obtain one from orcid.search_researcher.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "orcid_id"
  ],
  "properties": {
    "orcid_id": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{4}-\\d{4}-\\d{3}[\\dX]$",
      "description": "ORCID iD, e.g. \"0000-0002-1825-0097\". Obtain one from orcid.search_researcher."
    }
  },
  "additionalProperties": false
}

orphadata.raredisease.disease_epidemiology

Get prevalence and incidence data for a rare disease by its Orphanet ORPHAcode. Returns prevalence records with geographic area (Europe, Worldwide, US, UK, etc.), measurement type (point prevalence, birth prevalence, annual incidence), prevalence class (e.g. 1-5/10,000), numeric mean value, and PMID citations from peer-reviewed literature. Source: Orphadata / Orphanet — CC BY 4.0, no auth, unlimited free.

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Argument	Type	Description
lang	string	Response language (default: en). Supported: en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh.
orphacode*	integer	Orphanet ORPHAcode — the unique numeric identifier for the rare disease (e.g. 558 for Marfan syndrome).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "orphacode"
  ],
  "properties": {
    "lang": {
      "enum": [
        "en",
        "fr",
        "de",
        "es",
        "it",
        "pt",
        "nl",
        "pl",
        "cs",
        "tr",
        "uk",
        "zh"
      ],
      "type": "string",
      "description": "Response language (default: en). Supported: en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh."
    },
    "orphacode": {
      "type": "integer",
      "description": "Orphanet ORPHAcode — the unique numeric identifier for the rare disease (e.g. 558 for Marfan syndrome).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

orphadata.raredisease.disease_lookup

Search Orphanet rare disease database by disease name and retrieve cross-references to major medical coding systems. Returns ORPHAcode, full disease definition, synonyms, and validated cross-references to ICD-10, ICD-11, OMIM, MONDO, MeSH, MedDRA, UMLS, and Orphanet URL. Covers 4,245+ rare diseases. Supports 12 languages (en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh). Source: Orphadata / Orphanet — CC BY 4.0, no auth, unlimited free.

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Argument	Type	Description
lang	string	Response language (default: en). Supported: en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh.
name*	string	Preferred name (or part of it) of the rare disease to search (e.g. "Marfan syndrome", "cystic fibrosis").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "lang": {
      "enum": [
        "en",
        "fr",
        "de",
        "es",
        "it",
        "pt",
        "nl",
        "pl",
        "cs",
        "tr",
        "uk",
        "zh"
      ],
      "type": "string",
      "description": "Response language (default: en). Supported: en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh."
    },
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Preferred name (or part of it) of the rare disease to search (e.g. \"Marfan syndrome\", \"cystic fibrosis\")."
    }
  },
  "additionalProperties": false
}

orphadata.raredisease.disease_natural_history

Get genetic inheritance mode and clinical timeline for a rare disease by its Orphanet ORPHAcode. Returns inheritance modes (e.g. Autosomal dominant, X-linked recessive, Mitochondrial), average age of onset (e.g. Neonatal, Infancy, All ages), and disease group/typology classification. Supports 12 languages (en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh). Source: Orphadata / Orphanet — CC BY 4.0, no auth, unlimited free.

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Argument	Type	Description
lang	string	Response language (default: en). Supported: en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh.
orphacode*	integer	Orphanet ORPHAcode of the rare disease to get inheritance mode and age-of-onset data for (e.g. 558 for Marfan syndrome).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "orphacode"
  ],
  "properties": {
    "lang": {
      "enum": [
        "en",
        "fr",
        "de",
        "es",
        "it",
        "pt",
        "nl",
        "pl",
        "cs",
        "tr",
        "uk",
        "zh"
      ],
      "type": "string",
      "description": "Response language (default: en). Supported: en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh."
    },
    "orphacode": {
      "type": "integer",
      "description": "Orphanet ORPHAcode of the rare disease to get inheritance mode and age-of-onset data for (e.g. 558 for Marfan syndrome).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

orphadata.raredisease.disease_phenotypes

Get clinical signs and symptoms (HPO phenotypes) for a rare disease by its Orphanet ORPHAcode. Returns HPO identifiers and terms annotated with frequency categories (Very frequent 99-80%, Frequent 79-30%, Occasional 29-5%) and whether each sign is a diagnostic criterion. Up to 68+ HPO terms per disease, cited from PubMed. Source: Orphadata / Orphanet — CC BY 4.0, no auth, unlimited free.

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Argument	Type	Description
lang	string	Response language (default: en). Supported: en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh.
orphacode*	integer	Orphanet ORPHAcode of the rare disease whose HPO phenotypes to retrieve (e.g. 558 for Marfan syndrome).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "orphacode"
  ],
  "properties": {
    "lang": {
      "enum": [
        "en",
        "fr",
        "de",
        "es",
        "it",
        "pt",
        "nl",
        "pl",
        "cs",
        "tr",
        "uk",
        "zh"
      ],
      "type": "string",
      "description": "Response language (default: en). Supported: en, fr, de, es, it, pt, nl, pl, cs, tr, uk, zh."
    },
    "orphacode": {
      "type": "integer",
      "description": "Orphanet ORPHAcode of the rare disease whose HPO phenotypes to retrieve (e.g. 558 for Marfan syndrome).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

osv.security.batch

Scan up to 100 packages at once for known vulnerabilities. Submit package+version+ecosystem triples (e.g. full requirements.txt or package.json dependencies) and get vulnerability matches for all in a single call. Ideal for full dependency tree security audits.

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Argument	Type	Description
queries*	array	List of package+version+ecosystem to check (max 100)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "queries"
  ],
  "properties": {
    "queries": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "package",
          "version",
          "ecosystem"
        ],
        "properties": {
          "package": {
            "type": "string",
            "minLength": 1,
            "description": "Package name"
          },
          "version": {
            "type": "string",
            "minLength": 1,
            "description": "Package version"
          },
          "ecosystem": {
            "enum": [
              "npm",
              "PyPI",
              "Go",
              "Maven",
              "crates.io",
              "NuGet",
              "Packagist",
              "RubyGems",
              "Pub",
              "Hex",
              "SwiftURL",
              "Linux",
              "Android",
              "OSS-Fuzz",
              "GIT"
            ],
            "type": "string",
            "description": "Package ecosystem (npm, PyPI, Go, Maven, crates.io, NuGet, Packagist, RubyGems, etc.)"
          }
        },
        "additionalProperties": false
      },
      "maxItems": 100,
      "minItems": 1,
      "description": "List of package+version+ecosystem to check (max 100)"
    }
  },
  "additionalProperties": false
}

osv.security.get

Retrieve full details for a vulnerability by OSV ID (GHSA-xxxx), CVE ID (CVE-2021-xxxxx), or ecosystem ID (PYSEC/RUSTSEC/GO). Returns summary, CVSS severity, affected packages with fix versions, and reference links.

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Argument	Type	Description
vuln_id*	string	Vulnerability ID — OSV (e.g. GHSA-35jh-r3h4-6jhm), CVE (e.g. CVE-2021-23337), or PYSEC/GO/RUSTSEC ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vuln_id"
  ],
  "properties": {
    "vuln_id": {
      "type": "string",
      "minLength": 1,
      "description": "Vulnerability ID — OSV (e.g. GHSA-35jh-r3h4-6jhm), CVE (e.g. CVE-2021-23337), or PYSEC/GO/RUSTSEC ID"
    }
  },
  "additionalProperties": false
}

osv.security.query

Check known vulnerabilities for a specific package version in any ecosystem (npm, PyPI, Go, Maven, Rust, NuGet, 14+ more). Returns CVE/GHSA IDs, severity scores, and affected package counts. Powered by Google OSV.dev — aggregates GitHub Security Advisories, NVD, and ecosystem-native databases.

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Argument	Type	Description
package*	string	Package name (e.g. lodash, requests, gin-gonic/gin)
version*	string	Package version to check (e.g. 4.17.20, 2.25.0)
ecosystem*	string	Package ecosystem (npm, PyPI, Go, Maven, crates.io, NuGet, Packagist, RubyGems, etc.)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "package",
    "version",
    "ecosystem"
  ],
  "properties": {
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "Package name (e.g. lodash, requests, gin-gonic/gin)"
    },
    "version": {
      "type": "string",
      "minLength": 1,
      "description": "Package version to check (e.g. 4.17.20, 2.25.0)"
    },
    "ecosystem": {
      "enum": [
        "npm",
        "PyPI",
        "Go",
        "Maven",
        "crates.io",
        "NuGet",
        "Packagist",
        "RubyGems",
        "Pub",
        "Hex",
        "SwiftURL",
        "Linux",
        "Android",
        "OSS-Fuzz",
        "GIT"
      ],
      "type": "string",
      "description": "Package ecosystem (npm, PyPI, Go, Maven, crates.io, NuGet, Packagist, RubyGems, etc.)"
    }
  },
  "additionalProperties": false
}

p2pquake.seismic.quake_history

Search historical JMA earthquake records via the P2PQuake history endpoint. Supports pagination, intensity and magnitude filters, and prefecture filtering for deeper analysis. Returns epicenter name, coordinates, depth, Richter magnitude, max JMA intensity label, domestic tsunami advisory, report type, and observation point count. Use this for trend analysis, seismic risk assessment, or retrieving older events not in the recent feed. Filter examples: min_scale=60 for Shindo 6+ events, min_magnitude=7.0 for major quakes, prefecture=13 for Tokyo area events. Data source: P2PQuake — community-operated JMA relay, open data, no auth required.

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Argument	Type	Description
limit	integer	Number of historical earthquake records to return (default 20, max 100)
order	integer	Sort direction: -1 for newest-first (default), 1 for oldest-first
offset	integer	Pagination offset for browsing older events (0-based, default 0)
max_scale	integer	Maximum JMA seismic intensity raw scale value
min_scale	integer	Minimum JMA intensity (10=Shindo1, 20=Shindo2, 30=Shindo3, 40=Shindo4, 45=Shindo4+, 50=Shindo5w, 55=Shindo5s, 60=Shindo6w, 65=Shindo6s, 70=Shindo7)
prefecture	integer	Filter by prefecture JIS code (1=Hokkaido, 13=Tokyo, 27=Osaka, 40=Fukuoka, 47=Okinawa)
max_magnitude	number	Maximum Richter magnitude
min_magnitude	number	Minimum Richter magnitude (e.g. 6.0 for strong earthquakes)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of historical earthquake records to return (default 20, max 100)"
    },
    "order": {
      "type": "integer",
      "description": "Sort direction: -1 for newest-first (default), 1 for oldest-first"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for browsing older events (0-based, default 0)"
    },
    "max_scale": {
      "type": "integer",
      "description": "Maximum JMA seismic intensity raw scale value"
    },
    "min_scale": {
      "type": "integer",
      "description": "Minimum JMA intensity (10=Shindo1, 20=Shindo2, 30=Shindo3, 40=Shindo4, 45=Shindo4+, 50=Shindo5w, 55=Shindo5s, 60=Shindo6w, 65=Shindo6s, 70=Shindo7)"
    },
    "prefecture": {
      "type": "integer",
      "maximum": 47,
      "minimum": 1,
      "description": "Filter by prefecture JIS code (1=Hokkaido, 13=Tokyo, 27=Osaka, 40=Fukuoka, 47=Okinawa)"
    },
    "max_magnitude": {
      "type": "number",
      "description": "Maximum Richter magnitude"
    },
    "min_magnitude": {
      "type": "number",
      "description": "Minimum Richter magnitude (e.g. 6.0 for strong earthquakes)"
    }
  },
  "additionalProperties": false
}

p2pquake.seismic.recent_quakes

Get recent earthquake reports issued by the Japan Meteorological Agency (JMA) via the P2PQuake network. Returns seismic events with epicenter name, coordinates, depth, Richter magnitude, maximum JMA intensity (Shindo scale 1–7), tsunami advisory status, and per-prefecture/city observation points. Filter by minimum/maximum seismic intensity, magnitude, prefecture (JIS code 1–47), or report type. Sort newest-first (default) or oldest-first. JMA intensity scale: 10=Shindo1, 20=Shindo2, ..., 60=Shindo6w, 65=Shindo6s, 70=Shindo7. Tsunami status: None | Checking | NonEffective | Watch | Warning. Data source: P2PQuake — community-operated JMA relay, open data, no auth required.

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Argument	Type	Description
limit	integer	Number of events to return (default 10, max 100)
order	integer	Sort direction: -1 for newest-first (default), 1 for oldest-first
offset	integer	Pagination offset (0-based, default 0)
max_scale	integer	Maximum JMA seismic intensity as raw scale value (same scale as min_scale)
min_scale	integer	Minimum JMA seismic intensity as raw scale value (10=Shindo1, 20=Shindo2, 30=Shindo3, 40=Shindo4, 45=Shindo4+, 50=Shindo5w, 55=Shindo5s, 60=Shindo6w, 65=Shindo6s, 70=Shindo7)
prefecture	integer	Filter by Japanese prefecture JIS code (1=Hokkaido, 13=Tokyo, 27=Osaka, 40=Fukuoka, 47=Okinawa)
quake_type	string	JMA report type filter: ScalePrompt=intensity prompt, Destination=epicenter info, DetailScale=full epicenter+intensity report, Foreign=overseas earthquake, Other=miscellaneous
max_magnitude	number	Maximum earthquake magnitude (Richter scale)
min_magnitude	number	Minimum earthquake magnitude (Richter scale, e.g. 5.0 for moderate earthquakes)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of events to return (default 10, max 100)"
    },
    "order": {
      "type": "integer",
      "description": "Sort direction: -1 for newest-first (default), 1 for oldest-first"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset (0-based, default 0)"
    },
    "max_scale": {
      "type": "integer",
      "description": "Maximum JMA seismic intensity as raw scale value (same scale as min_scale)"
    },
    "min_scale": {
      "type": "integer",
      "description": "Minimum JMA seismic intensity as raw scale value (10=Shindo1, 20=Shindo2, 30=Shindo3, 40=Shindo4, 45=Shindo4+, 50=Shindo5w, 55=Shindo5s, 60=Shindo6w, 65=Shindo6s, 70=Shindo7)"
    },
    "prefecture": {
      "type": "integer",
      "maximum": 47,
      "minimum": 1,
      "description": "Filter by Japanese prefecture JIS code (1=Hokkaido, 13=Tokyo, 27=Osaka, 40=Fukuoka, 47=Okinawa)"
    },
    "quake_type": {
      "enum": [
        "ScalePrompt",
        "Destination",
        "DetailScale",
        "Foreign",
        "Other"
      ],
      "type": "string",
      "description": "JMA report type filter: ScalePrompt=intensity prompt, Destination=epicenter info, DetailScale=full epicenter+intensity report, Foreign=overseas earthquake, Other=miscellaneous"
    },
    "max_magnitude": {
      "type": "number",
      "description": "Maximum earthquake magnitude (Richter scale)"
    },
    "min_magnitude": {
      "type": "number",
      "description": "Minimum earthquake magnitude (Richter scale, e.g. 5.0 for moderate earthquakes)"
    }
  },
  "additionalProperties": false
}

p2pquake.seismic.tsunami_warnings

Get current and recent tsunami warning/advisory bulletins issued by JMA via the P2PQuake network. Returns warning grade per coastal area (MajorWarning/Warning/Watch), immediate-danger flag, estimated wave height, expected first-arrival time, and the triggering earthquake details. Cancelled bulletins are included with cancelled=true for audit trails. Coverage: all Pacific, Sea of Japan, and Inland Sea coastal areas of Japan. Typical warning lifecycle: FirstReport → Update → AllClear. Use this tool for real-time tsunami monitoring in Japan. Data source: P2PQuake — community-operated JMA relay, open data, no auth required.

read-only

Argument	Type	Description
limit	integer	Number of tsunami events to return (default 10, max 100)
order	integer	Sort direction: -1 for newest-first (default), 1 for oldest-first
offset	integer	Pagination offset (0-based, default 0)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of tsunami events to return (default 10, max 100)"
    },
    "order": {
      "type": "integer",
      "description": "Sort direction: -1 for newest-first (default), 1 for oldest-first"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset (0-based, default 0)"
    }
  },
  "additionalProperties": false
}

paleoclimate.study.detail

Get full detail for a single NOAA NCEI Paleoclimatology study by NOAA Study ID, including investigators, publications, site coordinates, and per-site data tables with direct download links to the underlying proxy data files. Data: www.ncei.noaa.gov/access/paleo-search (NOAA National Centers for Environmental Information), no auth required.

read-only

Argument	Type	Description
NOAAStudyId*	string	NOAA Study ID (e.g. "10437"), obtained from paleoclimate.study_search results (noaa_study_id field).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "NOAAStudyId"
  ],
  "properties": {
    "NOAAStudyId": {
      "type": "string",
      "minLength": 1,
      "description": "NOAA Study ID (e.g. \"10437\"), obtained from paleoclimate.study_search results (noaa_study_id field)."
    }
  },
  "additionalProperties": false
}

paleoclimate.study.search

Search NOAA NCEI Paleoclimatology studies by free text, continent/region, and/or record type (ice cores, tree rings, corals, climate reconstructions, paleoceanography, and more). Returns study ID, name, DOI, investigators, year range, and site locations — useful for finding historical climate reconstructions and proxy records. Data: www.ncei.noaa.gov/access/paleo-search (NOAA National Centers for Environmental Information), no auth required.

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Argument	Type	Description
locations	string	Continent or region name to filter by (e.g. "Antarctica", "North America", "Europe", "Africa").
dataTypeId	integer	Numeric paleo record type filter. Known values: 1=Ice Cores, 2/3/7/16=Climate Reconstructions, 4=Corals And Sclerosponges, 5=Fauna, 6=Historical, 8/9/12/13=Paleolimnology, 10=Loess And Paleosol, 11=Climate Forcing, 14=Paleoceanography, 15=Plant Macrofossils.
searchText	string	Free-text search across study title, investigators, and keywords (e.g. "temperature", "El Nino", "tree ring"). Provide this and/or locations/dataTypeId to narrow the search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locations": {
      "type": "string",
      "description": "Continent or region name to filter by (e.g. \"Antarctica\", \"North America\", \"Europe\", \"Africa\")."
    },
    "dataTypeId": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Numeric paleo record type filter. Known values: 1=Ice Cores, 2/3/7/16=Climate Reconstructions, 4=Corals And Sclerosponges, 5=Fauna, 6=Historical, 8/9/12/13=Paleolimnology, 10=Loess And Paleosol, 11=Climate Forcing, 14=Paleoceanography, 15=Plant Macrofossils."
    },
    "searchText": {
      "type": "string",
      "description": "Free-text search across study title, investigators, and keywords (e.g. \"temperature\", \"El Nino\", \"tree ring\"). Provide this and/or locations/dataTypeId to narrow the search."
    }
  },
  "additionalProperties": false
}

pharmgkb.pharmacology.drug_labels

Retrieve pharmacogenomics (PGx) drug label annotations from regulatory agencies curated by PharmGKB. Supports FDA (500+ labels), EMA, PMDA (Japan), HCSC (Canada), SWISSMEDIC, and AEMPS (Spain). Each annotation links a drug label to PGx biomarkers, indicates whether it includes dosing guidance, whether an alternate drug is recommended, cancer-genome relevance, pediatric tags, and testing information. Filter to dosing-information-only labels for actionable prescribing guidance. Paginated (up to 100/page). Source: PharmGKB, CC BY-SA 4.0.

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Argument	Type	Description
page	integer	Page number for pagination (1-indexed). Each page returns up to 100 results. FDA source has 500+ annotations.
source	string	Regulatory authority whose drug label annotations to retrieve. FDA=US Food & Drug Administration (largest set), EMA=European Medicines Agency, PMDA=Japan, HCSC=Canada, SWISSMEDIC=Switzerland, AEMPS=Spain. Defaults to FDA.
dosing_only	boolean	When true, return only labels that include pharmacogenomics-based dosing information (dosingInformation=true). Useful for finding actionable prescribing guidance.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "minimum": 1,
      "description": "Page number for pagination (1-indexed). Each page returns up to 100 results. FDA source has 500+ annotations."
    },
    "source": {
      "enum": [
        "FDA",
        "EMA",
        "PMDA",
        "HCSC",
        "SWISSMEDIC",
        "AEMPS"
      ],
      "type": "string",
      "default": "FDA",
      "description": "Regulatory authority whose drug label annotations to retrieve. FDA=US Food & Drug Administration (largest set), EMA=European Medicines Agency, PMDA=Japan, HCSC=Canada, SWISSMEDIC=Switzerland, AEMPS=Spain. Defaults to FDA."
    },
    "dosing_only": {
      "type": "boolean",
      "default": false,
      "description": "When true, return only labels that include pharmacogenomics-based dosing information (dosingInformation=true). Useful for finding actionable prescribing guidance."
    }
  },
  "additionalProperties": false
}

pharmgkb.pharmacology.drug_search

Search the PharmGKB curated drug/chemical database by name (e.g. warfarin, clopidogrel, tamoxifen, codeine). Returns PharmGKB ID, canonical name, trade names, generic names, drug types, SMILES, InChI, ATC code, ChEBI ID, DrugBank ID, and pediatric annotation flag. PharmGKB covers 3,000+ pharmacologically relevant compounds with PGx relationships. Source: PharmGKB, CC BY-SA 4.0.

read-only

Argument	Type	Description
name*	string	Drug or chemical name to search for (e.g. warfarin, clopidogrel, tamoxifen, codeine). Searches PharmGKB curated database of 3,000+ pharmacologically relevant compounds.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "description": "Drug or chemical name to search for (e.g. warfarin, clopidogrel, tamoxifen, codeine). Searches PharmGKB curated database of 3,000+ pharmacologically relevant compounds."
    }
  },
  "additionalProperties": false
}

pharmgkb.pharmacology.gene_search

Search PharmGKB for a pharmacogenomics gene by HGNC symbol (e.g. CYP2C9, CYP2D6, BRCA1, VKORC1, TPMT). Returns the PharmGKB gene ID, chromosomal location (GRCh38), strand, CPIC/AMP gene status, allele type, VIP tier, and plain-text clinical summary. CPIC genes have validated drug-dosing guidelines. AMP genes are on the AMP Tier I/II actionable list. Source: PharmGKB, CC BY-SA 4.0.

read-only

Argument	Type	Description
symbol*	string	HGNC gene symbol to search for (e.g. CYP2C9, CYP2D6, BRCA1, VKORC1, TPMT). Case-insensitive. Use the official gene symbol as listed by HGNC.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "symbol"
  ],
  "properties": {
    "symbol": {
      "type": "string",
      "description": "HGNC gene symbol to search for (e.g. CYP2C9, CYP2D6, BRCA1, VKORC1, TPMT). Case-insensitive. Use the official gene symbol as listed by HGNC."
    }
  },
  "additionalProperties": false
}

pharmgkb.pharmacology.variant_lookup

Look up pharmacogenomic details for a genetic variant by dbSNP rsID (e.g. rs1799853 for CYP2C9*2, rs4244285 for CYP2C19*2, rs12248560 for CYP2C19*17). Returns variant ID, change classification (Missense/Synonymous/Intronic), clinical significance (drug-response/pathogenic), variant type (SNP/Indel), chromosomal position (GRCh38), associated genes, rarity flag, and ClinVar IDs. Focused on variants with known drug-response relevance. Source: PharmGKB, CC BY-SA 4.0.

read-only

Argument	Type	Description
rsid*	string	dbSNP reference SNP ID for the variant (e.g. rs1799853, rs4244285, rs12248560). Must be prefixed with "rs" followed by digits. PharmGKB annotates variants with known pharmacogenomic relevance.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "rsid"
  ],
  "properties": {
    "rsid": {
      "type": "string",
      "description": "dbSNP reference SNP ID for the variant (e.g. rs1799853, rs4244285, rs12248560). Must be prefixed with \"rs\" followed by digits. PharmGKB annotates variants with known pharmacogenomic relevance."
    }
  },
  "additionalProperties": false
}

phone.telnyx.balance

Read current Telnyx account balance, available credit, currency, pending charges, and credit limit. Useful for cost monitoring before placing high-volume sends (Telnyx)

read-only

Argument	Type	Description
refresh	boolean	Set to true to bypass the 30-second cache and fetch a fresh balance from Telnyx. Default false.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "refresh": {
      "type": "boolean",
      "description": "Set to true to bypass the 30-second cache and fetch a fresh balance from Telnyx. Default false."
    }
  },
  "additionalProperties": false
}

phone.telnyx.estimate

Classify a destination phone number into the right pricing tier (na / world / premium) and return the recommended send tool and price. Use this BEFORE telnyx.send_sms_* to avoid 400 errors. $0.001/lookup (Telnyx)

read-only

Argument	Type	Description
to*	string	Destination phone number in E.164 format (e.g. "+14155551234", "+447911123456", "+79991234567"). The classifier returns the recommended send tool and tier-based price.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "to"
  ],
  "properties": {
    "to": {
      "type": "string",
      "minLength": 1,
      "description": "Destination phone number in E.164 format (e.g. \"+14155551234\", \"+447911123456\", \"+79991234567\"). The classifier returns the recommended send tool and tier-based price."
    }
  },
  "additionalProperties": false
}

phone.telnyx.list

List recent Telnyx messages with optional filters: direction (inbound/outbound), date_from (ISO 8601), and pagination limit (max 100). Returns array of {message_id, from, to, text, status, created_at, cost} (Telnyx)

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Argument	Type	Description
limit	integer	Max number of messages to return per page (default 25, max 100).
date_from	string	ISO 8601 date — return messages created on or after this date (e.g. "2026-04-26").
direction	string	Filter by message direction: "outbound" (sent by us) or "inbound" (received).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max number of messages to return per page (default 25, max 100)."
    },
    "date_from": {
      "type": "string",
      "description": "ISO 8601 date — return messages created on or after this date (e.g. \"2026-04-26\")."
    },
    "direction": {
      "enum": [
        "inbound",
        "outbound"
      ],
      "type": "string",
      "description": "Filter by message direction: \"outbound\" (sent by us) or \"inbound\" (received)."
    }
  },
  "additionalProperties": false
}

phone.telnyx.sms_na

⚡ ACTION: Send SMS to North America (NANP +1 — US, Canada, Caribbean). $0.016/message — cheapest tier. Returns 400 if destination is outside +1. Use telnyx.estimate_price first if unsure (Telnyx)

Argument	Type	Description
to*	string	Recipient phone number in E.164 format (e.g. "+14155551234"). Trial accounts can only send to verified destination numbers added in the Telnyx portal.
from*	string	Sender phone number in E.164 format — must be a Telnyx number you own (e.g. "+15551234567"). Provision via Telnyx portal Numbers > Buy Numbers.
text*	string	SMS body text (max 1600 chars; >160 splits into multiple billing segments).
messaging_profile_id	string	Optional Telnyx messaging profile UUID to route through a specific profile (10DLC campaign, sender pool).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "to",
    "from",
    "text"
  ],
  "properties": {
    "to": {
      "type": "string",
      "minLength": 1,
      "description": "Recipient phone number in E.164 format (e.g. \"+14155551234\"). Trial accounts can only send to verified destination numbers added in the Telnyx portal."
    },
    "from": {
      "type": "string",
      "minLength": 1,
      "description": "Sender phone number in E.164 format — must be a Telnyx number you own (e.g. \"+15551234567\"). Provision via Telnyx portal Numbers > Buy Numbers."
    },
    "text": {
      "type": "string",
      "maxLength": 1600,
      "minLength": 1,
      "description": "SMS body text (max 1600 chars; >160 splits into multiple billing segments)."
    },
    "messaging_profile_id": {
      "type": "string",
      "description": "Optional Telnyx messaging profile UUID to route through a specific profile (10DLC campaign, sender pool)."
    }
  },
  "additionalProperties": false
}

phone.telnyx.sms_premium

⚡ ACTION: Send SMS to high-cost destinations: Russia +7, Belarus +375, Ukraine +380, China +86, Turkey +90, MENA (SA/AE/EG/JO/...), Africa (NG/KE/ZA/...), and any unknown prefix (default). $0.25/message. Highest tier — use telnyx.estimate_price to verify before sending (Telnyx)

Argument	Type	Description
to*	string	Recipient phone number in E.164 format (e.g. "+14155551234"). Trial accounts can only send to verified destination numbers added in the Telnyx portal.
from*	string	Sender phone number in E.164 format — must be a Telnyx number you own (e.g. "+15551234567"). Provision via Telnyx portal Numbers > Buy Numbers.
text*	string	SMS body text (max 1600 chars; >160 splits into multiple billing segments).
messaging_profile_id	string	Optional Telnyx messaging profile UUID to route through a specific profile (10DLC campaign, sender pool).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "to",
    "from",
    "text"
  ],
  "properties": {
    "to": {
      "type": "string",
      "minLength": 1,
      "description": "Recipient phone number in E.164 format (e.g. \"+14155551234\"). Trial accounts can only send to verified destination numbers added in the Telnyx portal."
    },
    "from": {
      "type": "string",
      "minLength": 1,
      "description": "Sender phone number in E.164 format — must be a Telnyx number you own (e.g. \"+15551234567\"). Provision via Telnyx portal Numbers > Buy Numbers."
    },
    "text": {
      "type": "string",
      "maxLength": 1600,
      "minLength": 1,
      "description": "SMS body text (max 1600 chars; >160 splits into multiple billing segments)."
    },
    "messaging_profile_id": {
      "type": "string",
      "description": "Optional Telnyx messaging profile UUID to route through a specific profile (10DLC campaign, sender pool)."
    }
  },
  "additionalProperties": false
}

phone.telnyx.sms_world

⚡ ACTION: Send SMS to most international destinations: UK +44, EU (DE/FR/IT/ES/NL/PL...), AU +61, JP +81, IN +91, BR +55, MX +52, ZA +27, IL +972, AE +971, SG +65, KR +82. $0.10/message. Returns 400 if destination is in NA tier (use telnyx.send_sms_na) or premium tier (use telnyx.send_sms_premium) (Telnyx)

Argument	Type	Description
to*	string	Recipient phone number in E.164 format (e.g. "+14155551234"). Trial accounts can only send to verified destination numbers added in the Telnyx portal.
from*	string	Sender phone number in E.164 format — must be a Telnyx number you own (e.g. "+15551234567"). Provision via Telnyx portal Numbers > Buy Numbers.
text*	string	SMS body text (max 1600 chars; >160 splits into multiple billing segments).
messaging_profile_id	string	Optional Telnyx messaging profile UUID to route through a specific profile (10DLC campaign, sender pool).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "to",
    "from",
    "text"
  ],
  "properties": {
    "to": {
      "type": "string",
      "minLength": 1,
      "description": "Recipient phone number in E.164 format (e.g. \"+14155551234\"). Trial accounts can only send to verified destination numbers added in the Telnyx portal."
    },
    "from": {
      "type": "string",
      "minLength": 1,
      "description": "Sender phone number in E.164 format — must be a Telnyx number you own (e.g. \"+15551234567\"). Provision via Telnyx portal Numbers > Buy Numbers."
    },
    "text": {
      "type": "string",
      "maxLength": 1600,
      "minLength": 1,
      "description": "SMS body text (max 1600 chars; >160 splits into multiple billing segments)."
    },
    "messaging_profile_id": {
      "type": "string",
      "description": "Optional Telnyx messaging profile UUID to route through a specific profile (10DLC campaign, sender pool)."
    }
  },
  "additionalProperties": false
}

phone.telnyx.status

Get delivery status and events for a previously sent Telnyx message by message UUID. Returns per-recipient status (queued/sending/sent/delivered/failed), parts, sent_at, completed_at, errors, and cost (Telnyx)

read-only

Argument	Type	Description
message_id*	string	Telnyx message UUID returned by send_sms (e.g. "40ab7e80-94c6-4cb6-8c45-c3ed3e3bf3ec").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "message_id"
  ],
  "properties": {
    "message_id": {
      "type": "string",
      "minLength": 1,
      "description": "Telnyx message UUID returned by send_sms (e.g. \"40ab7e80-94c6-4cb6-8c45-c3ed3e3bf3ec\")."
    }
  },
  "additionalProperties": false
}

phone.twilio.lookup

Validate and look up phone number info — format validation, country, national format. Optional: carrier name, line type (mobile/landline/VoIP), caller name CNAM (Twilio)

read-only

Argument	Type	Description
phone_number*	string	Phone number in E.164 format (e.g. "+14157012311", "+442071234567")
include_carrier	boolean	Include carrier/line type info (costs extra credit). Returns carrier name, line type (mobile/landline/voip).
include_caller_name	boolean	Include caller name CNAM lookup (costs extra credit). US numbers only.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "phone_number"
  ],
  "properties": {
    "phone_number": {
      "type": "string",
      "minLength": 1,
      "description": "Phone number in E.164 format (e.g. \"+14157012311\", \"+442071234567\")"
    },
    "include_carrier": {
      "type": "boolean",
      "description": "Include carrier/line type info (costs extra credit). Returns carrier name, line type (mobile/landline/voip)."
    },
    "include_caller_name": {
      "type": "boolean",
      "description": "Include caller name CNAM lookup (costs extra credit). US numbers only."
    }
  },
  "additionalProperties": false
}

phone.twilio.sms

⚡ ACTION: Send SMS message to any phone number worldwide. Requires a Twilio phone number as sender. Returns message SID and delivery status. $0.0083/SMS US outbound (Twilio)

Argument	Type	Description
to*	string	Recipient phone number in E.164 format (e.g. "+14155551234")
body*	string	SMS message text (max 1600 chars, splits into multiple segments if >160)
from*	string	Sender phone number — must be a Twilio number you own (e.g. "+15551234567")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "to",
    "from",
    "body"
  ],
  "properties": {
    "to": {
      "type": "string",
      "minLength": 1,
      "description": "Recipient phone number in E.164 format (e.g. \"+14155551234\")"
    },
    "body": {
      "type": "string",
      "maxLength": 1600,
      "minLength": 1,
      "description": "SMS message text (max 1600 chars, splits into multiple segments if >160)"
    },
    "from": {
      "type": "string",
      "minLength": 1,
      "description": "Sender phone number — must be a Twilio number you own (e.g. \"+15551234567\")"
    }
  },
  "additionalProperties": false
}

platform.batch.call

⚡ ACTION: Execute up to 20 tool calls in a single request with parallel execution (max 10 concurrent). Each call runs the full pipeline independently with its own billing. Returns array of results with per-call status, data, cost, and duration. Save 5x round-trips vs sequential calls. Batch wrapper is free — you pay only for individual tool calls (APIbase)

Argument	Type	Description
calls*	array	Array of tool calls to execute in parallel (max 20)
max_parallel	integer	Max concurrent calls (1-10). Default: 10

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "calls"
  ],
  "properties": {
    "calls": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "tool_id",
          "params"
        ],
        "properties": {
          "params": {
            "type": "object",
            "description": "Parameters for the tool call",
            "additionalProperties": {}
          },
          "tool_id": {
            "type": "string",
            "minLength": 1,
            "description": "Tool ID to call (e.g. \"crypto.get_price\")"
          },
          "idempotency_key": {
            "type": "string",
            "description": "Optional idempotency key for this specific call"
          }
        },
        "additionalProperties": false
      },
      "maxItems": 20,
      "minItems": 1,
      "description": "Array of tool calls to execute in parallel (max 20)"
    },
    "max_parallel": {
      "type": "integer",
      "default": 10,
      "maximum": 10,
      "minimum": 1,
      "description": "Max concurrent calls (1-10). Default: 10"
    }
  },
  "additionalProperties": false
}

platform.quality.rankings

Get ranked list of tools by quality — sort by uptime (most reliable), latency (fastest), or error_rate (fewest errors). Filter by category (e.g. "crypto", "weather"). Discover the best tools for your use case. Free, no charge (APIbase)

read-only

Argument	Type	Description
sort	string	Sort by: "uptime" (highest availability), "latency" (fastest p50), or "error_rate" (lowest errors). Default: "uptime"
limit	integer	Max number of tools to return (1-100). Default: 20
category	string	Filter by tool category prefix (e.g. "crypto", "weather", "finance")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sort": {
      "enum": [
        "uptime",
        "latency",
        "error_rate"
      ],
      "type": "string",
      "default": "uptime",
      "description": "Sort by: \"uptime\" (highest availability), \"latency\" (fastest p50), or \"error_rate\" (lowest errors). Default: \"uptime\""
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Max number of tools to return (1-100). Default: 20"
    },
    "category": {
      "type": "string",
      "description": "Filter by tool category prefix (e.g. \"crypto\", \"weather\", \"finance\")"
    }
  },
  "additionalProperties": false
}

platform.quality.tool

Get quality metrics for any tool — uptime percentage, p50/p95 latency, error rate, total calls in last 24h. Check reliability before calling expensive tools. Updated every 10 minutes. Free, no charge (APIbase)

read-only

Argument	Type	Description
tool_id*	string	Tool ID to get quality metrics for (e.g. "crypto.get_price", "weather.get_current")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tool_id"
  ],
  "properties": {
    "tool_id": {
      "type": "string",
      "minLength": 1,
      "description": "Tool ID to get quality metrics for (e.g. \"crypto.get_price\", \"weather.get_current\")"
    }
  },
  "additionalProperties": false
}

plos-search.article.detail

Get full detail for a single open-access PLOS article by DOI, including title, journal, publication date, authors, abstract, and subject tags. Data: api.plos.org, no auth required.

read-only

Argument	Type	Description
doi*	string	Article DOI, e.g. "10.1371/journal.pone.0004050" (returned as "doi" in plos-search.search results).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "doi"
  ],
  "properties": {
    "doi": {
      "type": "string",
      "minLength": 1,
      "description": "Article DOI, e.g. \"10.1371/journal.pone.0004050\" (returned as \"doi\" in plos-search.search results)."
    }
  },
  "additionalProperties": false
}

plos-search.article.search

Search the full open-access PLOS research corpus (PLOS ONE, Biology, Medicine, Genetics, Computational Biology, Pathogens, Neglected Tropical Diseases, Global Public Health, Digital Health, Climate, Mental Health, Water, Sustainability and Transformation) by free text or Solr field query, with optional journal filter and sort. Returns DOI, title, journal, authors, abstract, and subjects for each match. Data: api.plos.org, no auth required.

read-only

Argument	Type	Description
sort	string	Result ordering: "relevance" (default), "date_desc" (newest first), "date_asc" (oldest first).
query*	string	Solr query string, e.g. a free-text term ("malaria vaccine") or a field-scoped query ("title:CRISPR" or "author:\"Jane Doe\""). Searches across the full open-access PLOS corpus.
journal	string	Restrict results to one PLOS journal (e.g. "PLOS ONE", "PLOS Biology").
max_results	integer	Maximum number of articles to return (1-50, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "sort": {
      "enum": [
        "relevance",
        "date_desc",
        "date_asc"
      ],
      "type": "string",
      "description": "Result ordering: \"relevance\" (default), \"date_desc\" (newest first), \"date_asc\" (oldest first)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Solr query string, e.g. a free-text term (\"malaria vaccine\") or a field-scoped query (\"title:CRISPR\" or \"author:\\\"Jane Doe\\\"\"). Searches across the full open-access PLOS corpus."
    },
    "journal": {
      "enum": [
        "PLOS ONE",
        "PLOS Biology",
        "PLOS Medicine",
        "PLOS Genetics",
        "PLOS Computational Biology",
        "PLOS Pathogens",
        "PLOS Neglected Tropical Diseases",
        "PLOS Global Public Health",
        "PLOS Digital Health",
        "PLOS Climate",
        "PLOS Mental Health",
        "PLOS Water",
        "PLOS Sustainability and Transformation"
      ],
      "type": "string",
      "description": "Restrict results to one PLOS journal (e.g. \"PLOS ONE\", \"PLOS Biology\")."
    },
    "max_results": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of articles to return (1-50, default 10)."
    }
  },
  "additionalProperties": false
}

podcasts.listennotes.best

Get curated lists of the best podcasts by genre — Technology (127), Business (93), TV & Film (68), Sports (77), Leisure (82), and 60+ more genres. Paginated, returns podcast titles, publishers, episode counts, and descriptions (Listen Notes)

read-only

Argument	Type	Description
page	integer	Page number (default 1)
genre_id	integer	Genre ID to filter (e.g. 93=Business, 127=Technology, 68=TV & Film, 82=Leisure, 77=Sports). Omit for overall best

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "minimum": 1,
      "description": "Page number (default 1)"
    },
    "genre_id": {
      "type": "integer",
      "description": "Genre ID to filter (e.g. 93=Business, 127=Technology, 68=TV & Film, 82=Leisure, 77=Sports). Omit for overall best"
    }
  },
  "additionalProperties": false
}

podcasts.listennotes.podcast

Get full details for a podcast by Listen Notes ID — title, publisher, description, episode count, language, country, website, genres, and latest publish date. Use IDs from listennotes.search or listennotes.best (Listen Notes)

read-only

Argument	Type	Description
id*	string	Listen Notes podcast ID (e.g. "4d3fe717742d4963a85562e9f84d8c79"). Get IDs from listennotes.search or listennotes.best

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Listen Notes podcast ID (e.g. \"4d3fe717742d4963a85562e9f84d8c79\"). Get IDs from listennotes.search or listennotes.best"
    }
  },
  "additionalProperties": false
}

podcasts.listennotes.search

Full-text search across 3.7M+ podcasts and 186M+ episodes. Search by keyword, filter by language and genre, sort by relevance or date. Returns episode titles, podcast names, audio URLs, and duration. The most comprehensive podcast search API available (Listen Notes)

read-only

Argument	Type	Description
q*	string	Search query — full-text search across 186M+ podcast episodes and 3.7M+ podcasts (e.g. "artificial intelligence", "startup funding", "true crime")
type	string	Search type: "episode" (default) searches episode titles/descriptions, "podcast" searches podcast-level metadata
limit	integer	Max results (1-10, default 10)
offset	integer	Offset for pagination
language	string	ISO 639-1 language code (e.g. "en", "es", "fr"). Filters results by podcast language
genre_ids	string	Comma-separated genre IDs to filter (e.g. "93,127" for Business+Technology). See Listen Notes genre list
sort_by_date	boolean	Sort by date (true) or relevance (false, default)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Search query — full-text search across 186M+ podcast episodes and 3.7M+ podcasts (e.g. \"artificial intelligence\", \"startup funding\", \"true crime\")"
    },
    "type": {
      "enum": [
        "episode",
        "podcast"
      ],
      "type": "string",
      "default": "episode",
      "description": "Search type: \"episode\" (default) searches episode titles/descriptions, \"podcast\" searches podcast-level metadata"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 10,
      "minimum": 1,
      "description": "Max results (1-10, default 10)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Offset for pagination"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en\", \"es\", \"fr\"). Filters results by podcast language"
    },
    "genre_ids": {
      "type": "string",
      "description": "Comma-separated genre IDs to filter (e.g. \"93,127\" for Business+Technology). See Listen Notes genre list"
    },
    "sort_by_date": {
      "type": "boolean",
      "description": "Sort by date (true) or relevance (false, default)"
    }
  },
  "additionalProperties": false
}

pokeapi.move.detail

Get detailed data for any of 900+ Pokemon moves by name or move ID. Returns: type, damage class (physical/special/status), power, accuracy, PP (power points), priority, effect chance, short effect description, full effect text, target scope, generation introduced, and battle metadata (ailment, drain, healing, crit rate, flinch chance). Examples: "tackle" (power 40), "thunderbolt" (power 90, 10% paralysis), "surf" (power 90, hits all adjacent), "swords-dance" (status, raises Attack). Multi-word move names use hyphens: "ice-beam", "fire-blast", "hyper-beam". No auth required; fair-use free API. Source: PokéAPI (pokeapi.co).

read-only

Argument	Type	Description
name_or_id*	string \| number	Move name (e.g. "tackle", "thunderbolt", "surf") or numeric move ID (e.g. 33). Names use hyphens for multi-word moves (e.g. "ice-beam", "fire-blast").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name_or_id"
  ],
  "properties": {
    "name_or_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Move name (e.g. \"tackle\", \"thunderbolt\", \"surf\") or numeric move ID (e.g. 33). Names use hyphens for multi-word moves (e.g. \"ice-beam\", \"fire-blast\")."
    }
  },
  "additionalProperties": false
}

pokeapi.pokemon.detail

Get detailed data for any of 1025+ Pokemon by name or Pokedex ID. Returns: types (e.g. fire/flying), base stats (HP, Attack, Defense, Sp.Atk, Sp.Def, Speed), abilities (including hidden ability), first 20 moves, height (dm), weight (hg), base experience, and sprite image URLs. Examples: "pikachu" (id 25), "charizard" (id 6), "mewtwo" (id 150), "eevee" (id 133). Hyphenated names accepted: "mr-mime", "tapu-koko", "jangmo-o". No auth required; fair-use free API. Source: PokéAPI (pokeapi.co).

read-only

Argument	Type	Description
name_or_id*	string \| number	Pokemon name (e.g. "pikachu", "charizard") or numeric Pokedex ID (e.g. 25, 6). Names are case-insensitive. Hyphenated forms accepted (e.g. "mr-mime", "tapu-koko").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name_or_id"
  ],
  "properties": {
    "name_or_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Pokemon name (e.g. \"pikachu\", \"charizard\") or numeric Pokedex ID (e.g. 25, 6). Names are case-insensitive. Hyphenated forms accepted (e.g. \"mr-mime\", \"tapu-koko\")."
    }
  },
  "additionalProperties": false
}

pokeapi.pokemon.species

Get species-level information for any Pokemon including Pokedex flavor text, genus (e.g. "Mouse Pokemon"), generation introduced, growth rate, capture rate, base happiness, gender ratio, egg groups, habitat, color, evolution chain URL, and flags for baby/legendary/mythical status. Flavor text is the description shown in the in-game Pokedex (English, from most recent main game). Gender rate: -1 = genderless, 0 = always male, 8 = always female, others are eighths female. Examples: "pikachu", "eevee", "mewtwo", "snorlax". No auth required; fair-use free API. Source: PokéAPI (pokeapi.co).

read-only

Argument	Type	Description
name_or_id*	string \| number	Pokemon species name (e.g. "bulbasaur") or species ID (e.g. 1). Use the base species name, not form names (use "rotom" not "rotom-heat").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name_or_id"
  ],
  "properties": {
    "name_or_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Pokemon species name (e.g. \"bulbasaur\") or species ID (e.g. 1). Use the base species name, not form names (use \"rotom\" not \"rotom-heat\")."
    }
  },
  "additionalProperties": false
}

pokeapi.type.matchup

Get the full damage relation chart for any of the 18 Pokemon types. Returns offensive relations (double/half/no damage TO other types) and defensive relations (double/half/no damage FROM other types). Also returns the total count of Pokemon and moves of that type. Valid types: normal, fighting, flying, poison, ground, rock, bug, ghost, steel, fire, water, grass, electric, psychic, ice, dragon, dark, fairy. Useful for team building, battle strategy, and type-effectiveness calculators. No auth required; fair-use free API. Source: PokéAPI (pokeapi.co).

read-only

Argument	Type	Description
name_or_id*	string \| number	Pokemon type name (e.g. "fire", "water", "grass", "electric", "dragon", "ghost") or numeric type ID (e.g. 10 for fire, 11 for water). Valid types: normal, fighting, flying, poison, ground, rock, bug, ghost, steel, fire, water, grass, electric, psychic, ice, dragon, dark, fairy.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name_or_id"
  ],
  "properties": {
    "name_or_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Pokemon type name (e.g. \"fire\", \"water\", \"grass\", \"electric\", \"dragon\", \"ghost\") or numeric type ID (e.g. 10 for fire, 11 for water). Valid types: normal, fighting, flying, poison, ground, rock, bug, ghost, steel, fire, water, grass, electric, psychic, ice, dragon, dark, fairy."
    }
  },
  "additionalProperties": false
}

polymarket.account.balance

Get balance/allowance on Polymarket

read-only

Argument	Type	Description
asset_type	string	Asset type: COLLATERAL (USDC) or CONDITIONAL (outcome tokens)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "asset_type": {
      "enum": [
        "COLLATERAL",
        "CONDITIONAL"
      ],
      "type": "string",
      "description": "Asset type: COLLATERAL (USDC) or CONDITIONAL (outcome tokens)"
    }
  },
  "additionalProperties": false
}

polymarket.market.detail

Get detailed info about a prediction market

read-only

Argument	Type	Description
market_id*	string	Polymarket condition ID or slug
include_history	boolean	Include recent price history
include_orderbook	boolean	Include current order book snapshot

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "market_id"
  ],
  "properties": {
    "market_id": {
      "type": "string",
      "description": "Polymarket condition ID or slug"
    },
    "include_history": {
      "type": "boolean",
      "description": "Include recent price history"
    },
    "include_orderbook": {
      "type": "boolean",
      "description": "Include current order book snapshot"
    }
  },
  "additionalProperties": false
}

polymarket.market.history

Get price history for a prediction market

read-only

Argument	Type	Description
days	integer	Number of days of history (1-365)
interval	string	Price data interval for history (1h, 4h, 1d, or 1w)
market_id*	string	Polymarket condition ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "market_id"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 365,
      "description": "Number of days of history (1-365)"
    },
    "interval": {
      "enum": [
        "1h",
        "4h",
        "1d",
        "1w"
      ],
      "type": "string",
      "description": "Price data interval for history (1h, 4h, 1d, or 1w)"
    },
    "market_id": {
      "type": "string",
      "description": "Polymarket condition ID"
    }
  },
  "additionalProperties": false
}

polymarket.market.orderbook

Get order book for a prediction market

read-only

Argument	Type	Description
depth	integer	Number of price levels per side (1-50)
market_id*	string	Polymarket condition ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "market_id"
  ],
  "properties": {
    "depth": {
      "type": "integer",
      "maximum": 50,
      "description": "Number of price levels per side (1-50)"
    },
    "market_id": {
      "type": "string",
      "description": "Polymarket condition ID"
    }
  },
  "additionalProperties": false
}

polymarket.market.prices

Get midpoint price for a prediction market token

read-only

Argument	Type	Description
token_id*	string	Polymarket CLOB token ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "token_id"
  ],
  "properties": {
    "token_id": {
      "type": "string",
      "description": "Polymarket CLOB token ID"
    }
  },
  "additionalProperties": false
}

polymarket.market.search

Search prediction markets on Polymarket

read-only

Argument	Type	Description
limit	integer	Max number of results (1-100)
query*	string	Search query for prediction markets
status	string	Filter by market status
sort_by	string	Sort order for results
category	string	Filter by market category

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "description": "Max number of results (1-100)"
    },
    "query": {
      "type": "string",
      "description": "Search query for prediction markets"
    },
    "status": {
      "enum": [
        "active",
        "resolved",
        "all"
      ],
      "type": "string",
      "description": "Filter by market status"
    },
    "sort_by": {
      "enum": [
        "volume",
        "newest",
        "ending_soon",
        "probability_high",
        "probability_low"
      ],
      "type": "string",
      "description": "Sort order for results"
    },
    "category": {
      "enum": [
        "politics",
        "crypto",
        "sports",
        "finance",
        "science",
        "culture",
        "geopolitics",
        "iran",
        "economics"
      ],
      "type": "string",
      "description": "Filter by market category"
    }
  },
  "additionalProperties": false
}

polymarket.market.trending

Get trending prediction markets

read-only

Argument	Type	Description
limit	integer	Max number of results (1-50)
sort_by	string	Sort order for trending markets
category	string	Filter by market category

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "description": "Max number of results (1-50)"
    },
    "sort_by": {
      "enum": [
        "volume_24h",
        "newest",
        "biggest_move",
        "ending_soon"
      ],
      "type": "string",
      "description": "Sort order for trending markets"
    },
    "category": {
      "enum": [
        "politics",
        "crypto",
        "sports",
        "finance",
        "science",
        "culture",
        "geopolitics"
      ],
      "type": "string",
      "description": "Filter by market category"
    }
  },
  "additionalProperties": false
}

polymarket.trading.cancel_order

Cancel an open order on Polymarket

destructive

Argument	Type	Description
order_id*	string	Polymarket order ID to cancel (from open_orders response)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "order_id"
  ],
  "properties": {
    "order_id": {
      "type": "string",
      "description": "Polymarket order ID to cancel (from open_orders response)"
    }
  },
  "additionalProperties": false
}

polymarket.trading.history

Get trade history on Polymarket

read-only

Argument	Type	Description
limit	integer	Max number of results (1-100)
market_id	string	Filter trades by market condition ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "description": "Max number of results (1-100)"
    },
    "market_id": {
      "type": "string",
      "description": "Filter trades by market condition ID"
    }
  },
  "additionalProperties": false
}

polymarket.trading.open_orders

Get open orders on Polymarket

read-only

Argument	Type	Description
market_id	string	Filter orders by market condition ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "market_id": {
      "type": "string",
      "description": "Filter orders by market condition ID"
    }
  },
  "additionalProperties": false
}

polymarket.trading.place_order

Place a limit order on Polymarket

destructive

Argument	Type	Description
side*	string	Order side: buy or sell
size*	number	Order size in USDC units
price*	number	Limit price between 0.01 and 0.99
neg_risk	boolean	Whether this is a negative risk market
token_id*	string	Polymarket CLOB token ID to trade
tick_size	string	Minimum price increment (e.g. 0.01, 0.001)
order_type	string	Order type: Good-Til-Cancelled, Good-Til-Date, Fill-Or-Kill

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "token_id",
    "price",
    "side",
    "size"
  ],
  "properties": {
    "side": {
      "enum": [
        "buy",
        "sell"
      ],
      "type": "string",
      "description": "Order side: buy or sell"
    },
    "size": {
      "type": "number",
      "minimum": 1,
      "description": "Order size in USDC units"
    },
    "price": {
      "type": "number",
      "maximum": 0.99,
      "minimum": 0.01,
      "description": "Limit price between 0.01 and 0.99"
    },
    "neg_risk": {
      "type": "boolean",
      "description": "Whether this is a negative risk market"
    },
    "token_id": {
      "type": "string",
      "description": "Polymarket CLOB token ID to trade"
    },
    "tick_size": {
      "type": "string",
      "description": "Minimum price increment (e.g. 0.01, 0.001)"
    },
    "order_type": {
      "enum": [
        "GTC",
        "GTD",
        "FOK"
      ],
      "type": "string",
      "description": "Order type: Good-Til-Cancelled, Good-Til-Date, Fill-Or-Kill"
    }
  },
  "additionalProperties": false
}

postcode-japan.postal.lookup

Look up a Japanese postal address by its 7-digit postcode. Returns prefecture, city, suburb, and street-level address in Japanese kanji, hiragana/katakana readings, and romaji, plus JIS administrative code and GPS coordinates. Accepts codes with or without hyphen (e.g. "1500001" or "150-0001"). Coverage: all ~124,000 active Japan Post postcodes, updated regularly. Data source: postcode.teraren.com — MIT license, no auth required.

read-only

Argument	Type	Description
postcode*	string	Japanese 7-digit postal code with or without hyphen (e.g. "1000001" or "100-0001" for Chiyoda, "1500001" for Shibuya Jinguumae). Hyphens and spaces are stripped automatically.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "postcode"
  ],
  "properties": {
    "postcode": {
      "type": "string",
      "maxLength": 8,
      "minLength": 7,
      "description": "Japanese 7-digit postal code with or without hyphen (e.g. \"1000001\" or \"100-0001\" for Chiyoda, \"1500001\" for Shibuya Jinguumae). Hyphens and spaces are stripped automatically."
    }
  },
  "additionalProperties": false
}

postcode-japan.postal.search

Search Japanese postcodes by free-text query, prefecture code (1–47), or city name. Returns matching postcodes with full address in kanji, kana, and romaji, plus coordinates. Useful for address autocomplete, geocoding Japanese locations, and finding all postcodes in a given area. Queries can mix Japanese (kanji/kana) and romaji. Filter by prefecture JIS code (e.g. 13 for Tokyo, 27 for Osaka) or city name in Japanese. Data source: postcode.teraren.com — MIT license, no auth required.

read-only

Argument	Type	Description
city	string	Filter by city name in Japanese (e.g. "渋谷区" for Shibuya ward, "大阪市北区" for Kita-ku Osaka).
limit	integer	Maximum number of results to return (1–100, default 20).
query	string	Free-text search string in Japanese (kanji/kana) or romaji (e.g. "渋谷" for Shibuya, "Shinjuku", "銀座"). Matched against prefecture, city, and suburb fields.
prefecture	string \| number	Filter by prefecture JIS code (1–47) or prefecture name in Japanese (e.g. 13 or "東京都" for Tokyo, 27 for Osaka). Use the prefectures tool to get all codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "Filter by city name in Japanese (e.g. \"渋谷区\" for Shibuya ward, \"大阪市北区\" for Kita-ku Osaka)."
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of results to return (1–100, default 20)."
    },
    "query": {
      "type": "string",
      "description": "Free-text search string in Japanese (kanji/kana) or romaji (e.g. \"渋谷\" for Shibuya, \"Shinjuku\", \"銀座\"). Matched against prefecture, city, and suburb fields."
    },
    "prefecture": {
      "type": [
        "string",
        "number"
      ],
      "description": "Filter by prefecture JIS code (1–47) or prefecture name in Japanese (e.g. 13 or \"東京都\" for Tokyo, 27 for Osaka). Use the prefectures tool to get all codes."
    }
  },
  "additionalProperties": false
}

postcode-japan.reference.prefectures

Get the complete list of all 47 Japanese prefectures with JIS codes, official names in kanji, hiragana, katakana, and English, plus geographic region. Use prefecture codes returned here as the "prefecture" filter in the postcode-japan.postal.search tool. Data source: postcode.teraren.com — MIT license, no auth required.

read-only

Argument	Type	Description
_placeholder	string	No parameters required. Returns all 47 Japanese prefectures with JIS code, names in kanji, hiragana, katakana, English, and region.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "_placeholder": {
      "type": "string",
      "description": "No parameters required. Returns all 47 Japanese prefectures with JIS code, names in kanji, hiragana, katakana, English, and region."
    }
  },
  "additionalProperties": false
}

pypi.packages.info

Get metadata for any Python package from PyPI: version, summary, license, author, dependencies, classifiers, Python version requirements. 550K+ packages. Supports specific version lookup. Complements npm (UC-344) for polyglot dependency intelligence.

read-only

Argument	Type	Description
package*	string	Python package name (e.g. requests, flask, numpy, anthropic)
version	string	Specific version (e.g. 2.31.0). Defaults to latest release.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "package"
  ],
  "properties": {
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "Python package name (e.g. requests, flask, numpy, anthropic)"
    },
    "version": {
      "type": "string",
      "description": "Specific version (e.g. 2.31.0). Defaults to latest release."
    }
  },
  "additionalProperties": false
}

pypi.packages.releases

List all published versions of a Python package with upload dates, yanked status, and distribution file types (sdist/wheel). Returns the 50 most recent versions. Useful for dependency auditing, version pinning, and upgrade planning.

read-only

Argument	Type	Description
package*	string	Python package name to list all versions (e.g. django, pandas, scipy)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "package"
  ],
  "properties": {
    "package": {
      "type": "string",
      "minLength": 1,
      "description": "Python package name to list all versions (e.g. django, pandas, scipy)"
    }
  },
  "additionalProperties": false
}

qrserver.qr.generate

Generate a QR code image URL from text or URL — customizable size, color, background, format (PNG/SVG), error correction level. Returns direct image URL (goqr.me)

read-only

Argument	Type	Description
ecc	string	Error correction level: L (7%), M (15%), Q (25%), H (30%) — higher allows more damage tolerance (default: "L")
data*	string	Text or URL to encode into a QR code (required)
size	string	Image size in WxH pixels, e.g. "200x200", "400x400" (default: "200x200")
color	string	Foreground color as 6-digit hex without #, e.g. "000000" for black (default: "000000")
format	string	Image format: "png" or "svg" (default: "png")
margin	integer	Quiet zone margin in modules around the QR code (default: 1)
bgcolor	string	Background color as 6-digit hex without #, e.g. "ffffff" for white (default: "ffffff")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "data"
  ],
  "properties": {
    "ecc": {
      "enum": [
        "L",
        "M",
        "Q",
        "H"
      ],
      "type": "string",
      "description": "Error correction level: L (7%), M (15%), Q (25%), H (30%) — higher allows more damage tolerance (default: \"L\")"
    },
    "data": {
      "type": "string",
      "description": "Text or URL to encode into a QR code (required)"
    },
    "size": {
      "type": "string",
      "description": "Image size in WxH pixels, e.g. \"200x200\", \"400x400\" (default: \"200x200\")"
    },
    "color": {
      "type": "string",
      "description": "Foreground color as 6-digit hex without #, e.g. \"000000\" for black (default: \"000000\")"
    },
    "format": {
      "enum": [
        "png",
        "svg"
      ],
      "type": "string",
      "description": "Image format: \"png\" or \"svg\" (default: \"png\")"
    },
    "margin": {
      "type": "integer",
      "maximum": 50,
      "minimum": 0,
      "description": "Quiet zone margin in modules around the QR code (default: 1)"
    },
    "bgcolor": {
      "type": "string",
      "description": "Background color as 6-digit hex without #, e.g. \"ffffff\" for white (default: \"ffffff\")"
    }
  },
  "additionalProperties": false
}

qrserver.qr.read

Decode a QR code from an image URL — extracts the encoded text or URL from any QR code image (goqr.me)

read-only

Argument	Type	Description
fileurl*	string	URL of an image containing a QR code to decode (required)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "fileurl"
  ],
  "properties": {
    "fileurl": {
      "type": "string",
      "format": "uri",
      "description": "URL of an image containing a QR code to decode (required)"
    }
  },
  "additionalProperties": false
}

rateapi.lending.auto

Get auto loan rate decision for new and used vehicles from US lenders. Returns recommended financing actions, APR rates by term (24-72 months), and estimated monthly payments. Filter by vehicle type and credit tier.

read-only

Argument	Type	Description
state	string	Two-letter US state code
amount	number	Loan amount in USD (e.g. 35000)
term_months	string	Loan term: 24, 36, 48, 60, or 72 months
credit_score	string	Credit score tier
vehicle_type	string	Vehicle type: "new" or "used"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state code"
    },
    "amount": {
      "type": "number",
      "minimum": 1000,
      "description": "Loan amount in USD (e.g. 35000)"
    },
    "term_months": {
      "enum": [
        "24",
        "36",
        "48",
        "60",
        "72"
      ],
      "type": "string",
      "description": "Loan term: 24, 36, 48, 60, or 72 months"
    },
    "credit_score": {
      "enum": [
        "excellent",
        "good",
        "fair",
        "poor"
      ],
      "type": "string",
      "description": "Credit score tier"
    },
    "vehicle_type": {
      "enum": [
        "new",
        "used"
      ],
      "type": "string",
      "description": "Vehicle type: \"new\" or \"used\""
    }
  },
  "additionalProperties": false
}

rateapi.lending.heloc

Get Home Equity Line of Credit (HELOC) rate decision. Returns current HELOC APR rates, recommended actions, and lender comparisons. Filter by combined loan-to-value ratio (CLTV), state, and credit score tier.

read-only

Argument	Type	Description
cltv	number	Combined loan-to-value ratio (0-95)
state	string	Two-letter US state code
credit_score	string	Credit score tier

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "cltv": {
      "type": "number",
      "maximum": 95,
      "minimum": 0,
      "description": "Combined loan-to-value ratio (0-95)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state code"
    },
    "credit_score": {
      "enum": [
        "excellent",
        "good",
        "fair",
        "poor"
      ],
      "type": "string",
      "description": "Credit score tier"
    }
  },
  "additionalProperties": false
}

rateapi.lending.mortgage

Get AI-powered mortgage rate decision from 4,300+ US lenders. Returns recommended actions, current APR rates, estimated monthly payments, and confidence scores. Supports 30yr/15yr fixed and ARM products. Filter by state, amount, and credit tier.

read-only

Argument	Type	Description
state	string	Two-letter US state code (e.g. "CA", "NY", "TX")
amount	number	Loan amount in USD (e.g. 400000 for a $400K mortgage)
intent	string	Loan intent: "purchase" for buying or "refinance"
rate_type	string	Rate type: "fixed" or "adjustable" (ARM)
term_months	integer	Loan term in months: 180 (15yr), 360 (30yr), or custom
credit_score	string	Credit score tier for rate filtering

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter US state code (e.g. \"CA\", \"NY\", \"TX\")"
    },
    "amount": {
      "type": "number",
      "minimum": 10000,
      "description": "Loan amount in USD (e.g. 400000 for a $400K mortgage)"
    },
    "intent": {
      "enum": [
        "purchase",
        "refinance"
      ],
      "type": "string",
      "description": "Loan intent: \"purchase\" for buying or \"refinance\""
    },
    "rate_type": {
      "enum": [
        "fixed",
        "adjustable"
      ],
      "type": "string",
      "description": "Rate type: \"fixed\" or \"adjustable\" (ARM)"
    },
    "term_months": {
      "type": "integer",
      "description": "Loan term in months: 180 (15yr), 360 (30yr), or custom"
    },
    "credit_score": {
      "enum": [
        "excellent",
        "good",
        "fair",
        "poor"
      ],
      "type": "string",
      "description": "Credit score tier for rate filtering"
    }
  },
  "additionalProperties": false
}

rateapi.lending.personal

Get personal loan rate decision from US lenders. Returns recommended financing actions, APR rates by term and amount, and monthly payment estimates. Filter by loan amount, term, and credit score tier.

read-only

Argument	Type	Description
amount	number	Loan amount in USD (e.g. 10000)
term_months	string	Loan term: 12, 24, 36, 48, or 60 months
credit_score	string	Credit score tier

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "amount": {
      "type": "number",
      "minimum": 1000,
      "description": "Loan amount in USD (e.g. 10000)"
    },
    "term_months": {
      "enum": [
        "12",
        "24",
        "36",
        "48",
        "60"
      ],
      "type": "string",
      "description": "Loan term: 12, 24, 36, 48, or 60 months"
    },
    "credit_score": {
      "enum": [
        "excellent",
        "good",
        "fair",
        "poor"
      ],
      "type": "string",
      "description": "Credit score tier"
    }
  },
  "additionalProperties": false
}

rawg.games.details

Get full game details by ID or slug — description, platforms, genres, developers, publishers, ratings, Metacritic score, system requirements (RAWG)

read-only

Argument	Type	Description
id*	any	RAWG game ID (numeric) or slug (e.g. "grand-theft-auto-v", 3498)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "string"
        }
      ],
      "description": "RAWG game ID (numeric) or slug (e.g. \"grand-theft-auto-v\", 3498)"
    }
  },
  "additionalProperties": false
}

rawg.games.screenshots

Get screenshot images for a game — full resolution URLs with dimensions (RAWG)

read-only

Argument	Type	Description
id*	any	RAWG game ID or slug
page	integer	Page number (default 1)
page_size	integer	Results per page (default 20, max 40)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "string"
        }
      ],
      "description": "RAWG game ID or slug"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)"
    },
    "page_size": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Results per page (default 20, max 40)"
    }
  },
  "additionalProperties": false
}

rawg.games.search

Search 800K+ video games — filter by genre, platform, release date, Metacritic score, with ratings, screenshots, and store links (RAWG)

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 1)
dates	string	Filter by release date range YYYY-MM-DD,YYYY-MM-DD (e.g. "2024-01-01,2024-12-31")
genres	string	Filter by genre IDs — comma-separated (e.g. "4" for action, "5" for RPG, "4,5" for both)
search	string	Search query for games (e.g. "The Witcher", "Red Dead Redemption")
ordering	string	Sort field: name, released, added, created, updated, rating, metacritic. Prefix with "-" for descending (e.g. "-rating")
page_size	integer	Number of results per page (default 20, max 40)
platforms	string	Filter by platform IDs — comma-separated (e.g. "4" for PC, "187" for PS5, "186" for Xbox Series)
metacritic	string	Filter by Metacritic score range "min,max" (e.g. "80,100" for highly rated)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)"
    },
    "dates": {
      "type": "string",
      "description": "Filter by release date range YYYY-MM-DD,YYYY-MM-DD (e.g. \"2024-01-01,2024-12-31\")"
    },
    "genres": {
      "type": "string",
      "description": "Filter by genre IDs — comma-separated (e.g. \"4\" for action, \"5\" for RPG, \"4,5\" for both)"
    },
    "search": {
      "type": "string",
      "description": "Search query for games (e.g. \"The Witcher\", \"Red Dead Redemption\")"
    },
    "ordering": {
      "type": "string",
      "description": "Sort field: name, released, added, created, updated, rating, metacritic. Prefix with \"-\" for descending (e.g. \"-rating\")"
    },
    "page_size": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Number of results per page (default 20, max 40)"
    },
    "platforms": {
      "type": "string",
      "description": "Filter by platform IDs — comma-separated (e.g. \"4\" for PC, \"187\" for PS5, \"186\" for Xbox Series)"
    },
    "metacritic": {
      "type": "string",
      "description": "Filter by Metacritic score range \"min,max\" (e.g. \"80,100\" for highly rated)"
    }
  },
  "additionalProperties": false
}

rawg.games.series

Get all games in the same series/franchise — sequels, prequels, and spin-offs with ratings and release dates (RAWG)

read-only

Argument	Type	Description
id*	any	RAWG game ID or slug
page	integer	Page number (default 1)
page_size	integer	Results per page (default 20, max 40)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "string"
        }
      ],
      "description": "RAWG game ID or slug"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number (default 1)"
    },
    "page_size": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Results per page (default 20, max 40)"
    }
  },
  "additionalProperties": false
}

rawg.games.stores

Get purchase/download links for a game across stores — Steam, PlayStation Store, Xbox, Epic, GOG, Nintendo (RAWG)

read-only

Argument	Type	Description
id*	any	RAWG game ID or slug

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "string"
        }
      ],
      "description": "RAWG game ID or slug"
    }
  },
  "additionalProperties": false
}

razorpay.ifsc.lookup

Look up Indian bank branch details (name, address, IFSC capabilities like UPI/NEFT/RTGS/IMPS) by IFSC code. Free, MIT-licensed open data covering all Indian banks.

read-only

Argument	Type	Description
ifsc_code*	string	11-character IFSC code (e.g. SBIN0005943). Format: 4 letters (bank code) + 0 + 6 digits (branch code).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ifsc_code"
  ],
  "properties": {
    "ifsc_code": {
      "type": "string",
      "maxLength": 11,
      "minLength": 11,
      "description": "11-character IFSC code (e.g. SBIN0005943). Format: 4 letters (bank code) + 0 + 6 digits (branch code)."
    }
  },
  "additionalProperties": false
}

realestate.listings.for_sale

Search active for-sale property listings across the US — filter by city, state, ZIP, price range, bedrooms, bathrooms, sqft, property type. Returns address, price, specs, photos. Millions of MLS listings (RapidAPI / Realtor.com data)

read-only

Argument	Type	Description
city	string	City name, e.g. "Austin" (use with state_code)
sort	string	Sort order (default: relevant)
limit	integer	Number of results (default 10, max 42)
offset	integer	Pagination offset (default 0)
beds_min	integer	Minimum number of bedrooms
sqft_min	integer	Minimum square footage
baths_min	integer	Minimum number of bathrooms
price_max	integer	Maximum listing price in USD
price_min	integer	Minimum listing price in USD
state_code	string	Two-letter US state code, e.g. "TX"
postal_code	string	ZIP code, e.g. "78701" (alternative to city+state)
property_type	string	Property type filter

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "City name, e.g. \"Austin\" (use with state_code)"
    },
    "sort": {
      "enum": [
        "relevant",
        "newest",
        "price_low",
        "price_high",
        "open_house_date",
        "sqft_high",
        "price_reduced_date"
      ],
      "type": "string",
      "description": "Sort order (default: relevant)"
    },
    "limit": {
      "type": "integer",
      "maximum": 42,
      "minimum": 1,
      "description": "Number of results (default 10, max 42)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset (default 0)"
    },
    "beds_min": {
      "type": "integer",
      "minimum": 1,
      "description": "Minimum number of bedrooms"
    },
    "sqft_min": {
      "type": "integer",
      "description": "Minimum square footage"
    },
    "baths_min": {
      "type": "integer",
      "minimum": 1,
      "description": "Minimum number of bathrooms"
    },
    "price_max": {
      "type": "integer",
      "description": "Maximum listing price in USD"
    },
    "price_min": {
      "type": "integer",
      "description": "Minimum listing price in USD"
    },
    "state_code": {
      "type": "string",
      "maxLength": 2,
      "description": "Two-letter US state code, e.g. \"TX\""
    },
    "postal_code": {
      "type": "string",
      "description": "ZIP code, e.g. \"78701\" (alternative to city+state)"
    },
    "property_type": {
      "enum": [
        "single_family",
        "multi_family",
        "condo",
        "townhomes",
        "mobile",
        "land",
        "farm"
      ],
      "type": "string",
      "description": "Property type filter"
    }
  },
  "additionalProperties": false
}

realestate.location.suggest

Autocomplete location search for US real estate — returns matching cities, ZIP codes, and addresses with coordinates. Use to find valid city/state codes for property searches (RapidAPI / Realtor.com data)

read-only

Argument	Type	Description
query*	string	Location search query — city name, address, or ZIP code (e.g. "Austin TX", "90210")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 2,
      "description": "Location search query — city name, address, or ZIP code (e.g. \"Austin TX\", \"90210\")"
    }
  },
  "additionalProperties": false
}

realestate.property.details

Detailed property information by property ID — beds, baths, sqft, year built, lot size, tax assessment, HOA, days on market, photos, last sale price/date. Use for_sale search first to get property_id (RapidAPI / Realtor.com data)

read-only

Argument	Type	Description
property_id*	string	Property ID from a for_sale search result (e.g. "2734304997")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "property_id"
  ],
  "properties": {
    "property_id": {
      "type": "string",
      "description": "Property ID from a for_sale search result (e.g. \"2734304997\")"
    }
  },
  "additionalProperties": false
}

realestate.walkscore.score

Walk Score (0-100), Transit Score (0-100), and Bike Score (0-100) for any US/Canada address. Measures walkability to amenities, public transit quality, and cycling infrastructure. Industry-standard walkability metric used by 30,000+ websites (Walk Score / Redfin)

read-only

Argument	Type	Description
address*	string	Full street address, e.g. "1119 8th Avenue Seattle WA 98101"
latitude*	number	Latitude of the address (-90 to 90). Use geo.geocode to get coordinates.
longitude*	number	Longitude of the address (-180 to 180). Use geo.geocode to get coordinates.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "address",
    "latitude",
    "longitude"
  ],
  "properties": {
    "address": {
      "type": "string",
      "description": "Full street address, e.g. \"1119 8th Avenue Seattle WA 98101\""
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the address (-90 to 90). Use geo.geocode to get coordinates."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the address (-180 to 180). Use geo.geocode to get coordinates."
    }
  },
  "additionalProperties": false
}

recipes.cocktail.random

Get a random cocktail recipe with full details — name, category, glass, instructions, ingredients, measures, image. Great for discovery and recommendations (TheCocktailDB)

read-only

Argument	Type	Description
count	integer	Always returns 1 random cocktail with full recipe

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "count": {
      "type": "integer",
      "default": 1,
      "maximum": 1,
      "minimum": 1,
      "description": "Always returns 1 random cocktail with full recipe"
    }
  },
  "additionalProperties": false
}

recipes.cocktail.search

Search 10,000+ cocktail recipes by name or filter by ingredient. Returns name, category, glass type, instructions, ingredients with measures, image. Search "margarita" or filter by "Vodka" (TheCocktailDB)

read-only

Argument	Type	Description
name	string	Cocktail name to search (e.g. "margarita", "mojito", "old fashioned")
ingredient	string	Filter by ingredient (e.g. "Vodka", "Rum", "Gin"). Returns cocktails containing this ingredient. Use name OR ingredient, not both.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "description": "Cocktail name to search (e.g. \"margarita\", \"mojito\", \"old fashioned\")"
    },
    "ingredient": {
      "type": "string",
      "description": "Filter by ingredient (e.g. \"Vodka\", \"Rum\", \"Gin\"). Returns cocktails containing this ingredient. Use name OR ingredient, not both."
    }
  },
  "additionalProperties": false
}

rijks.art.details

Get full details for a Rijksmuseum artwork by object ID — title (multiple languages), object number, creation date, production location, materials, dimensions, current gallery location. Linked Art JSON-LD format (CIDOC CRM). Use rijks.search to find object IDs first (Rijksmuseum, CC-BY)

read-only

Argument	Type	Description
object_id*	string	Rijksmuseum numeric ID (e.g. "200107928" for The Night Watch). Use rijks.search to find IDs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "object_id"
  ],
  "properties": {
    "object_id": {
      "type": "string",
      "minLength": 1,
      "description": "Rijksmuseum numeric ID (e.g. \"200107928\" for The Night Watch). Use rijks.search to find IDs."
    }
  },
  "additionalProperties": false
}

rijks.art.search

Search 800,000+ artworks at the Rijksmuseum (Dutch national museum) by title, description, creation date, or object number. Returns Linked Open Data object IDs — use rijks.details for full metadata. Covers Rembrandt, Vermeer, Van Gogh, and centuries of Dutch art. CC-BY license (Rijksmuseum)

read-only

Argument	Type	Description
title	string	Artwork title search (e.g. "Night Watch", "Self-portrait", "Milkmaid")
description	string	Search within artwork descriptions (e.g. "portrait", "landscape")
creation_date	string	Filter by creation year or date (e.g. "1642", "1665")
object_number	string	Rijksmuseum object number (e.g. "SK-C-5" for Night Watch)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "title": {
      "type": "string",
      "description": "Artwork title search (e.g. \"Night Watch\", \"Self-portrait\", \"Milkmaid\")"
    },
    "description": {
      "type": "string",
      "description": "Search within artwork descriptions (e.g. \"portrait\", \"landscape\")"
    },
    "creation_date": {
      "type": "string",
      "description": "Filter by creation year or date (e.g. \"1642\", \"1665\")"
    },
    "object_number": {
      "type": "string",
      "description": "Rijksmuseum object number (e.g. \"SK-C-5\" for Night Watch)"
    }
  },
  "additionalProperties": false
}

ror.organizations.affiliation

Intelligently match a free-text affiliation string (as found in academic paper bylines or grant records) to research organizations in the ROR registry. Pass the raw affiliation text exactly as it appears — e.g. "Dept. of Physics, Univ. of California, Berkeley, CA, USA" or "Max-Planck-Institut für Astronomie, Heidelberg". ROR's affiliation matching algorithm performs substring detection, name-variant lookup, and scoring to identify candidate organizations. Returns each candidate with: confidence score (0–1), a "chosen" boolean (the best single match), matching_type (e.g. SINGLE SEARCH, COMMON TERMS), and the organization's ROR ID, canonical name, type, and country. Ideal for metadata curation, ORCID affiliation disambiguation, funder acknowledgment normalization, and building organization-level research analytics from unstructured text.

read-only

Argument	Type	Description
affiliation*	string	Free-text affiliation string to match against the ROR registry, as it appears in an academic paper or grant record (e.g. "Dept. of Physics, Univ. of California, Berkeley, CA, USA"). ROR uses intelligent substring matching to identify the best candidate organizations. Returns each candidate with a confidence score (0–1) and a "chosen" flag.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "affiliation"
  ],
  "properties": {
    "affiliation": {
      "type": "string",
      "minLength": 1,
      "description": "Free-text affiliation string to match against the ROR registry, as it appears in an academic paper or grant record (e.g. \"Dept. of Physics, Univ. of California, Berkeley, CA, USA\"). ROR uses intelligent substring matching to identify the best candidate organizations. Returns each candidate with a confidence score (0–1) and a \"chosen\" flag."
    }
  },
  "additionalProperties": false
}

ror.organizations.filter

Filter the Research Organization Registry (ROR) by organization type, country, and/or status to browse subsets of the 110,000+ global research organizations. Supports combining multiple filters with an optional keyword query. Organization types include: Education (universities, colleges), Healthcare (hospitals, clinics), Company (industry research), Archive (data repositories, libraries), Nonprofit (NGOs, foundations), Government (agencies, national labs), Facility (research infrastructures, telescopes), Funder (grant agencies, funding bodies), and Other. Country is specified as ISO 3166-1 alpha-2 code (US, DE, GB, JP, CN, etc.). Returns total match count and up to 20 results per page with name, type, status, country, city, and website. Useful for generating lists of institutions in a specific country, enumerating funders by country, or counting research organizations by type.

read-only

Argument	Type	Description
page	integer	Page number for pagination (1-indexed, default 1). Each page returns up to 20 results.
query	string	Optional keyword query to narrow results within the filter. Combines with type/country/status filters.
types	string	Filter by organization type. Valid values: Education, Healthcare, Company, Archive, Nonprofit, Government, Facility, Funder, Other (e.g. "Education" returns universities and research institutes).
status	string	Organization status filter. Valid values: active (default), inactive, withdrawn. Use "inactive" or "withdrawn" to include legacy records.
country_code	string	ISO 3166-1 alpha-2 country code to filter organizations by country (e.g. "US", "DE", "GB", "JP").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (1-indexed, default 1). Each page returns up to 20 results."
    },
    "query": {
      "type": "string",
      "description": "Optional keyword query to narrow results within the filter. Combines with type/country/status filters."
    },
    "types": {
      "type": "string",
      "description": "Filter by organization type. Valid values: Education, Healthcare, Company, Archive, Nonprofit, Government, Facility, Funder, Other (e.g. \"Education\" returns universities and research institutes)."
    },
    "status": {
      "type": "string",
      "description": "Organization status filter. Valid values: active (default), inactive, withdrawn. Use \"inactive\" or \"withdrawn\" to include legacy records."
    },
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code to filter organizations by country (e.g. \"US\", \"DE\", \"GB\", \"JP\")."
    }
  },
  "additionalProperties": false
}

ror.organizations.get

Retrieve full details for a specific research organization from the Research Organization Registry (ROR) using its unique ROR identifier. Accepts the full URL format (https://ror.org/042nb2s44) or the short alphanumeric ID (042nb2s44). Returns comprehensive organization metadata including all name variants in multiple languages, organization type (Education, Funder, Healthcare, Company, Government, etc.), current status, founding year, primary location with coordinates, official website and Wikipedia URL, cross-registry identifiers (GRID, ISNI, Wikidata, FundRef), and parent/child/related organization relationships. Use after ror.organizations.search to get complete details for a found organization, or when you already know the ROR ID from scholarly metadata.

read-only

Argument	Type	Description
ror_id*	string	ROR identifier for the organization. Accepts the full URL format (e.g. "https://ror.org/042nb2s44") or the short alphanumeric ID (e.g. "042nb2s44").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ror_id"
  ],
  "properties": {
    "ror_id": {
      "type": "string",
      "minLength": 1,
      "description": "ROR identifier for the organization. Accepts the full URL format (e.g. \"https://ror.org/042nb2s44\") or the short alphanumeric ID (e.g. \"042nb2s44\")."
    }
  },
  "additionalProperties": false
}

ror.organizations.search

Search the Research Organization Registry (ROR) for research institutions, universities, hospitals, companies, government agencies, and funders by name, acronym, or keyword. ROR is the open community-driven registry of 110,000+ research organizations worldwide, maintained by DataCite, CrossRef, and the California Digital Library. Each organization has a unique persistent ROR ID (e.g. https://ror.org/042nb2s44 for MIT) used in scholarly metadata, grant systems, and repositories like PubMed, Zenodo, and DataCite. Returns up to 20 results per page with name, acronym, types (Education/Funder/Healthcare/etc.), status, country, city, founding year, and website. Use page parameter to paginate. Ideal for disambiguating author affiliations, validating institution names, and building bibliometric analyses of research output by organization.

read-only

Argument	Type	Description
page	integer	Page number for pagination (1-indexed, default 1). Each page returns up to 20 results.
query*	string	Keyword query to search research organizations by name, acronym, alias, or domain (e.g. "MIT", "Stanford University", "CERN").
all_status	boolean	When true, include inactive and withdrawn organizations in results. By default only active organizations are returned.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (1-indexed, default 1). Each page returns up to 20 results."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Keyword query to search research organizations by name, acronym, alias, or domain (e.g. \"MIT\", \"Stanford University\", \"CERN\")."
    },
    "all_status": {
      "type": "boolean",
      "description": "When true, include inactive and withdrawn organizations in results. By default only active organizations are returned."
    }
  },
  "additionalProperties": false
}

rxnorm.drugs.class

Retrieve pharmacological and therapeutic classifications for a drug by its RxCUI. Returns mappings to multiple classification systems: ATC (WHO Anatomical Therapeutic Chemical hierarchy used globally), VA Drug Class (US Veterans Affairs system), EPC (FDA Established Pharmacologic Class from drug labels), MOA (Mechanism of Action), and PE (Physiologic Effect). Useful for therapeutic substitution, formulary management, drug utilization reviews, and identifying drug classes for adverse event analysis. Each classification entry includes the class ID, name, type, relationship, and source system.

read-only

Argument	Type	Description
rxcui*	string	RxNorm concept unique identifier (RxCUI) of the drug ingredient or concept (e.g. "1191" for aspirin). Obtain from rxnorm.drug_search or rxnorm.rxcui_properties.
source	string	Filter by classification source. Options: ATCPROD (ATC WHO), VA (Veterans Affairs), FDASPL (FDA SPL/EPC), DAILYMED (DailyMed), RXNORM (RxNorm). Omit to include all sources.
class_types	string	Space-separated list of drug classification systems to query. Options: ATC1-4 (WHO Anatomical Therapeutic Chemical), VA (VA Drug Class), EPC (FDA Established Pharmacologic Class), MOA (Mechanism of Action), PE (Physiologic Effect), MESH (MeSH pharmacological actions), DISEASE (indications). Omit to return all available classifications.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "rxcui"
  ],
  "properties": {
    "rxcui": {
      "type": "string",
      "minLength": 1,
      "description": "RxNorm concept unique identifier (RxCUI) of the drug ingredient or concept (e.g. \"1191\" for aspirin). Obtain from rxnorm.drug_search or rxnorm.rxcui_properties."
    },
    "source": {
      "type": "string",
      "description": "Filter by classification source. Options: ATCPROD (ATC WHO), VA (Veterans Affairs), FDASPL (FDA SPL/EPC), DAILYMED (DailyMed), RXNORM (RxNorm). Omit to include all sources."
    },
    "class_types": {
      "type": "string",
      "description": "Space-separated list of drug classification systems to query. Options: ATC1-4 (WHO Anatomical Therapeutic Chemical), VA (VA Drug Class), EPC (FDA Established Pharmacologic Class), MOA (Mechanism of Action), PE (Physiologic Effect), MESH (MeSH pharmacological actions), DISEASE (indications). Omit to return all available classifications."
    }
  },
  "additionalProperties": false
}

rxnorm.drugs.ndc_lookup

Look up a drug product by its National Drug Code (NDC) to retrieve its RxNorm mapping and active status. The NDC is the 10- or 11-digit code printed on every US drug package. Returns the standardized 11-digit NDC, current active/inactive status in RxNorm, the mapped RxCUI, the concept name, and the data sources that include this NDC. Useful for medication verification, formulary checks, and cross-referencing between pharmacy systems and RxNorm.

read-only

Argument	Type	Description
ndc*	string	National Drug Code (NDC) in any of the standard formats: 10-digit (0069-3060-86), 11-digit (00069306086), or hyphenated (0069-3060-86). Found on drug packaging labels in the US.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ndc"
  ],
  "properties": {
    "ndc": {
      "type": "string",
      "minLength": 1,
      "description": "National Drug Code (NDC) in any of the standard formats: 10-digit (0069-3060-86), 11-digit (00069306086), or hyphenated (0069-3060-86). Found on drug packaging labels in the US."
    }
  },
  "additionalProperties": false
}

rxnorm.drugs.properties

Retrieve detailed RxNorm properties for a drug concept identified by its RxCUI (RxNorm Concept Unique Identifier). Returns the canonical name, synonym, term type (TTY), language, and suppression status. The RxCUI is the definitive US drug identifier — used in medication reconciliation, clinical decision support, and insurance formularies. Obtain the RxCUI by searching with rxnorm.drugs.search first.

read-only

Argument	Type	Description
rxcui*	string	RxNorm concept unique identifier (RxCUI) — a numeric string assigned by NLM (e.g. "1191" for aspirin, "161" for acetaminophen). Obtain from rxnorm.drug_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "rxcui"
  ],
  "properties": {
    "rxcui": {
      "type": "string",
      "minLength": 1,
      "description": "RxNorm concept unique identifier (RxCUI) — a numeric string assigned by NLM (e.g. \"1191\" for aspirin, \"161\" for acetaminophen). Obtain from rxnorm.drug_search."
    }
  },
  "additionalProperties": false
}

rxnorm.drugs.search

Search the NIH RxNorm drug database by generic name, brand name, or ingredient. Returns standardized drug concepts with their RxCUI identifiers, term types (ingredient, brand name, clinical drug, branded drug), and synonyms. RxNorm is the US standard drug nomenclature used by EHRs, pharmacies, and insurers. Use the RxCUI from results with rxnorm.drugs.properties and rxnorm.drugs.class for deeper drug information. Filter by term type (tty) to focus on ingredients (IN), brand names (BN), or clinical drug formulations (SCD/SBD).

read-only

Argument	Type	Description
tty	string	Filter by RxNorm term type (TTY). Common values: IN=Ingredient, BN=Brand Name, SCD=Semantic Clinical Drug (includes dose/form), SBD=Semantic Branded Drug. Omit to return all types.
name*	string	Drug name to search — generic name (e.g. "aspirin"), brand name (e.g. "Tylenol"), or ingredient (e.g. "acetaminophen")
limit	integer	Maximum number of drug concepts to return (1–100, default 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "tty": {
      "enum": [
        "IN",
        "PIN",
        "MIN",
        "SCD",
        "SBD",
        "BN",
        "SCDC",
        "SCDF",
        "SBDC",
        "SBDF",
        "GPCK",
        "BPCK"
      ],
      "type": "string",
      "description": "Filter by RxNorm term type (TTY). Common values: IN=Ingredient, BN=Brand Name, SCD=Semantic Clinical Drug (includes dose/form), SBD=Semantic Branded Drug. Omit to return all types."
    },
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Drug name to search — generic name (e.g. \"aspirin\"), brand name (e.g. \"Tylenol\"), or ingredient (e.g. \"acetaminophen\")"
    },
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of drug concepts to return (1–100, default 20)"
    }
  },
  "additionalProperties": false
}

sabre.flights.destinations

Find cheapest flight destinations from an origin airport

read-only

Argument	Type	Description
origin*	string	Origin airport IATA code (e.g. JFK, LAX)
max_fare	number	Maximum fare in USD to filter results
return_date*	string	Return date in YYYY-MM-DD format
point_of_sale	string	2-letter country code for pricing (e.g. US, GB)
departure_date*	string	Departure date in YYYY-MM-DD format

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "origin",
    "departure_date",
    "return_date"
  ],
  "properties": {
    "origin": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Origin airport IATA code (e.g. JFK, LAX)"
    },
    "max_fare": {
      "type": "number",
      "description": "Maximum fare in USD to filter results",
      "exclusiveMinimum": 0
    },
    "return_date": {
      "type": "string",
      "description": "Return date in YYYY-MM-DD format"
    },
    "point_of_sale": {
      "type": "string",
      "default": "US",
      "maxLength": 2,
      "minLength": 2,
      "description": "2-letter country code for pricing (e.g. US, GB)"
    },
    "departure_date": {
      "type": "string",
      "description": "Departure date in YYYY-MM-DD format"
    }
  },
  "additionalProperties": false
}

sabre.flights.search

Search for real-time flight offers with prices between airports (Sabre GDS)

read-only

Argument	Type	Description
limit	integer	Max number of flight offers (1-50)
origin*	string	Origin airport IATA code (e.g. JFK, LAX)
destination*	string	Destination airport IATA code (e.g. CDG, LHR)
return_date	string	Return date in YYYY-MM-DD format for round trips
point_of_sale	string	2-letter country code for pricing (e.g. US, GB)
departure_date*	string	Departure date in YYYY-MM-DD format

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "origin",
    "destination",
    "departure_date"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max number of flight offers (1-50)"
    },
    "origin": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Origin airport IATA code (e.g. JFK, LAX)"
    },
    "destination": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Destination airport IATA code (e.g. CDG, LHR)"
    },
    "return_date": {
      "type": "string",
      "description": "Return date in YYYY-MM-DD format for round trips"
    },
    "point_of_sale": {
      "type": "string",
      "default": "US",
      "maxLength": 2,
      "minLength": 2,
      "description": "2-letter country code for pricing (e.g. US, GB)"
    },
    "departure_date": {
      "type": "string",
      "description": "Departure date in YYYY-MM-DD format"
    }
  },
  "additionalProperties": false
}

sabre.reference.airline

Look up airline details by IATA or ICAO code

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Argument	Type	Description
airline_code*	string	Airline IATA (2-char) or ICAO (3-char) code

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "airline_code"
  ],
  "properties": {
    "airline_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 2,
      "description": "Airline IATA (2-char) or ICAO (3-char) code"
    }
  },
  "additionalProperties": false
}

sabre.reference.themes

Get travel theme categories (beach, skiing, romantic, etc.)

read-only

Argument	Type	Description
locale	string	Response locale (e.g. en-US, de-DE)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Response locale (e.g. en-US, de-DE)"
    }
  },
  "additionalProperties": false
}

sam.gov.entity_detail

Get full SAM.gov registration details for a federal contractor by UEI (Unique Entity Identifier). Returns legal name, CAGE code, addresses, NAICS/PSC codes, business certifications, entity structure, organization type, and registration dates. Source: SAM.gov (GSA).

read-only

Argument	Type	Description
uei*	string	Unique Entity Identifier (UEI) — 12-character SAM.gov ID (e.g. KM99JJBNQ9M5 for Lockheed Martin)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "uei"
  ],
  "properties": {
    "uei": {
      "type": "string",
      "minLength": 1,
      "description": "Unique Entity Identifier (UEI) — 12-character SAM.gov ID (e.g. KM99JJBNQ9M5 for Lockheed Martin)"
    }
  },
  "additionalProperties": false
}

sam.gov.entity_search

Search 700K+ registered US federal contractors and grantees by company name, state, or NAICS code. Returns UEI (Unique Entity Identifier), CAGE code, registration status, business types (Small Business, 8(a), HUBZone, WOSB, Veteran-Owned), and NAICS codes. Source: SAM.gov (GSA).

read-only

Argument	Type	Description
name*	string	Company or organization name to search (e.g. "Lockheed", "Google", "Deloitte"). Supports partial match.
limit	integer	Number of results (1-25, default 10)
state	string	US state code to filter (e.g. VA, CA, TX)
naics_code	string	NAICS industry code to filter (e.g. 541512 for Computer Systems Design)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Company or organization name to search (e.g. \"Lockheed\", \"Google\", \"Deloitte\"). Supports partial match."
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results (1-25, default 10)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "description": "US state code to filter (e.g. VA, CA, TX)"
    },
    "naics_code": {
      "type": "string",
      "description": "NAICS industry code to filter (e.g. 541512 for Computer Systems Design)"
    }
  },
  "additionalProperties": false
}

samuni.finance.audit_opinions

Get Auditor-General of South Africa (AGSA) audit outcomes for municipalities. Opinion codes: clean=Clean Audit, unqualified_emphasis_of_matter=Unqualified with Emphasis of Matter, qualified=Qualified Opinion, adverse=Adverse Opinion, disclaimer=Disclaimer of Opinion. Returns year, opinion label, and PDF report URL. Filter by demarcation code and/or year. Data covers 2010-2024 for all 257 municipalities. Useful for transparency reporting, credit risk assessment, and governance analysis. No auth required. Source: SA National Treasury MFMA data portal.

read-only

Argument	Type	Description
year	integer	Financial year-end filter (e.g. 2022 = financial year ended June 2022). Range: 2010-2024.
limit	integer	Maximum number of audit opinion records to return (1-100, default 20).
demarcation_code	string	Municipality demarcation code to filter (e.g. CPT=Cape Town, JHB=Johannesburg, ETH=eThekwini/Durban, TSH=Tshwane, EKU=Ekurhuleni). Omit to retrieve opinions across all municipalities.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2024,
      "minimum": 2010,
      "description": "Financial year-end filter (e.g. 2022 = financial year ended June 2022). Range: 2010-2024."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of audit opinion records to return (1-100, default 20)."
    },
    "demarcation_code": {
      "type": "string",
      "maxLength": 6,
      "minLength": 2,
      "description": "Municipality demarcation code to filter (e.g. CPT=Cape Town, JHB=Johannesburg, ETH=eThekwini/Durban, TSH=Tshwane, EKU=Ekurhuleni). Omit to retrieve opinions across all municipalities."
    }
  },
  "additionalProperties": false
}

samuni.finance.income_expenditure

Get income and expenditure (Statement of Financial Performance) data for a South African municipality. Returns audited actual (AUDA) annual line items from the mSCOA chart of accounts. Covers revenue sources (rates, grants, service charges) and expenditure categories (employee costs, repairs, capital transfers). Data is Section 71-level aggregation from 2019-20 onwards. Requires demarcation code (e.g. CPT, JHB, ETH, TSH, EKU, BUF). No auth required. Source: SA National Treasury MFMA incexp_v2 cube.

read-only

Argument	Type	Description
year	integer	Financial year-end to retrieve (e.g. 2022). Omit for all available years. Returns audited actual figures (AUDA) at annual period level.
limit	integer	Maximum line items to return (1-200, default 50).
demarcation_code*	string	Municipality demarcation code (e.g. CPT=Cape Town, JHB=Johannesburg, ETH=eThekwini, TSH=Tshwane, EKU=Ekurhuleni, BUF=Buffalo City). Required.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "demarcation_code"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2024,
      "minimum": 2010,
      "description": "Financial year-end to retrieve (e.g. 2022). Omit for all available years. Returns audited actual figures (AUDA) at annual period level."
    },
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum line items to return (1-200, default 50)."
    },
    "demarcation_code": {
      "type": "string",
      "maxLength": 6,
      "minLength": 2,
      "description": "Municipality demarcation code (e.g. CPT=Cape Town, JHB=Johannesburg, ETH=eThekwini, TSH=Tshwane, EKU=Ekurhuleni, BUF=Buffalo City). Required."
    }
  },
  "additionalProperties": false
}

samuni.reference.municipalities

List all South African municipalities registered with the National Treasury. Returns up to 300 municipalities with demarcation code, name, province, category, phone number, and website URL. Filter by province code (EC, GP, KZN, WC, etc.) or category (A=Metro, B=Local, C=District). South Africa has 8 metropolitan (A), ~205 local (B), and 44 district (C) municipalities. Demarcation codes are needed for other samuni tools (e.g. CPT=Cape Town, JHB=Johannesburg, ETH=eThekwini/Durban, TSH=Tshwane, EKU=Ekurhuleni). No auth required. Source: SA National Treasury Municipal Finance Management Act (MFMA) data portal.

read-only

Argument	Type	Description
limit	integer	Maximum number of municipalities to return (1-300, default 50). Use 300 for full list.
category	string	Municipality category: A=Metropolitan, B=Local (most), C=District. SA has 8 metros (A), ~205 local (B), and 44 district (C) municipalities.
province_code	string	Filter by province code: EC=Eastern Cape, FS=Free State, GP=Gauteng, KZN=KwaZulu-Natal, LP=Limpopo, MP=Mpumalanga, NC=Northern Cape, NW=North West, WC=Western Cape

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 300,
      "minimum": 1,
      "description": "Maximum number of municipalities to return (1-300, default 50). Use 300 for full list."
    },
    "category": {
      "enum": [
        "A",
        "B",
        "C"
      ],
      "type": "string",
      "description": "Municipality category: A=Metropolitan, B=Local (most), C=District. SA has 8 metros (A), ~205 local (B), and 44 district (C) municipalities."
    },
    "province_code": {
      "enum": [
        "EC",
        "FS",
        "GP",
        "KZN",
        "LP",
        "MP",
        "NC",
        "NW",
        "WC"
      ],
      "type": "string",
      "description": "Filter by province code: EC=Eastern Cape, FS=Free State, GP=Gauteng, KZN=KwaZulu-Natal, LP=Limpopo, MP=Mpumalanga, NC=Northern Cape, NW=North West, WC=Western Cape"
    }
  },
  "additionalProperties": false
}

samuni.reference.officials

Get contact details for senior officials of a South African municipality. Returns role, name, title, email address, and phone number. Common roles: Mayor/Executive Mayor, Deputy Mayor/Executive Mayor, Municipal Manager, Chief Financial Officer, Speaker, Chief Audit Executive. Requires demarcation code (e.g. CPT=Cape Town, JHB=Johannesburg, ETH=eThekwini). No auth required. Source: SA National Treasury MFMA officials cube.

read-only

Argument	Type	Description
role	string	Filter by role name (e.g. "Mayor/Executive Mayor", "Chief Financial Officer", "Municipal Manager"). Case-sensitive, partial matches not supported.
demarcation_code*	string	Municipality demarcation code to look up officials for (e.g. CPT=Cape Town, JHB=Johannesburg, ETH=eThekwini, TSH=Tshwane).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "demarcation_code"
  ],
  "properties": {
    "role": {
      "type": "string",
      "description": "Filter by role name (e.g. \"Mayor/Executive Mayor\", \"Chief Financial Officer\", \"Municipal Manager\"). Case-sensitive, partial matches not supported."
    },
    "demarcation_code": {
      "type": "string",
      "maxLength": 6,
      "minLength": 2,
      "description": "Municipality demarcation code to look up officials for (e.g. CPT=Cape Town, JHB=Johannesburg, ETH=eThekwini, TSH=Tshwane)."
    }
  },
  "additionalProperties": false
}

scb.catalog.browse

Browse the SCB statistics database tree by path. Top-level categories: BE (population), AM (labour market), HE (households), NR (national accounts), PR (prices/inflation), MI (environment), AA (general), BO (housing), EN (energy), FM (financial markets), HA (trade), JO (agriculture), LE (living conditions). Returns child nodes (subcategories, type=l) or table descriptors at leaf nodes (type=t). Use empty path '' to get top-level. Navigate hierarchically to find tables for scb.table_metadata.

read-only

Argument	Type	Description
path	string	Hierarchical path through SCB taxonomy. Empty '' gets top-level categories. Examples: 'BE' (population), 'BE/BE0101' (population statistics tables), 'AM' (labour market), 'NR' (national accounts), 'PR' (prices/inflation), 'MI' (environment), 'HE' (household finances). Use scb.catalog recursively to navigate until type=t (table leaf) nodes appear.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "path": {
      "type": "string",
      "default": "",
      "description": "Hierarchical path through SCB taxonomy. Empty '' gets top-level categories. Examples: 'BE' (population), 'BE/BE0101' (population statistics tables), 'AM' (labour market), 'NR' (national accounts), 'PR' (prices/inflation), 'MI' (environment), 'HE' (household finances). Use scb.catalog recursively to navigate until type=t (table leaf) nodes appear."
    }
  },
  "additionalProperties": false
}

scb.tables.metadata

Get metadata for a specific SCB statistical table — title, dimensions (variables like Region, Alder/age, Kon/sex, Tid/year), valid value codes for each dimension, and latest update timestamp. Use this BEFORE scb.table_query to discover what filter values are accepted. Example path: 'BE/BE0101/BE0101A/BefolkningNy' (Sweden population by region/age/sex/year).

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Argument	Type	Description
table_path*	string	Full path to a leaf table (type='t' from scb.catalog), e.g. 'BE/BE0101/BE0101A/BefolkningNy' (Sweden population by region/age/sex/year). 'AM/AKU/AKU01/AKU01A' (labour market, employed persons). Returns title, dimension codes, and valid values to use in scb.table_query.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_path"
  ],
  "properties": {
    "table_path": {
      "type": "string",
      "description": "Full path to a leaf table (type='t' from scb.catalog), e.g. 'BE/BE0101/BE0101A/BefolkningNy' (Sweden population by region/age/sex/year). 'AM/AKU/AKU01/AKU01A' (labour market, employed persons). Returns title, dimension codes, and valid values to use in scb.table_query."
    }
  },
  "additionalProperties": false
}

scb.tables.query

Run a statistical query against an SCB table — specify dimension filters to slice data by region, age, sex, year, etc. Returns JSON-stat2 format with labeled dimensions and numeric values. Call scb.table_metadata first to discover valid dimension codes and value codes. Example: Sweden total population (Region='00', filter='vs:RegionRiket99'), latest year (Tid filter='top' values=['1']).

read-only

Argument	Type	Description
query*	array	Array of dimension filters. Each filter selects which values to include for one dimension. Example: [{code:'Region',selection:{filter:'vs:RegionRiket99',values:['00']}}, {code:'ContentsCode',selection:{filter:'item',values:['BE0101N1']}}, {code:'Tid',selection:{filter:'top',values:['1']}}]. Response is JSON-stat2 format with dimension labels and numeric values array.
table_path*	string	Full path to the leaf table to query — same as scb.table_metadata table_path. Example: 'BE/BE0101/BE0101A/BefolkningNy'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_path",
    "query"
  ],
  "properties": {
    "query": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "code",
          "selection"
        ],
        "properties": {
          "code": {
            "type": "string",
            "description": "Dimension code from scb.table_metadata variables[].code. Examples: 'Region', 'Alder', 'Kon', 'Tid', 'ContentsCode'."
          },
          "selection": {
            "type": "object",
            "required": [
              "filter",
              "values"
            ],
            "properties": {
              "filter": {
                "type": "string",
                "description": "Filter type. Common values: 'item' (select by exact code), 'vs:RegionRiket99' (Sweden total), 'vs:RegionKommun07' (municipality level), 'top' (select N most recent — use with Tid/year dimensions), 'all' (all values). Use the valueSet codes from metadata."
              },
              "values": {
                "type": "array",
                "items": {
                  "type": "string"
                },
                "description": "Array of value codes to select. Get valid codes from scb.table_metadata variables[].values. For filter='item': list codes like ['00','01']. For filter='top': list count like ['3'] (3 most recent). For filter='all': use ['*']. Example: Region '00' = Sweden total, Kon '1'=men '2'=women."
              }
            },
            "description": "Selection criteria for this dimension.",
            "additionalProperties": false
          }
        },
        "description": "Filter for one dimension (variable) in the table.",
        "additionalProperties": false
      },
      "description": "Array of dimension filters. Each filter selects which values to include for one dimension. Example: [{code:'Region',selection:{filter:'vs:RegionRiket99',values:['00']}}, {code:'ContentsCode',selection:{filter:'item',values:['BE0101N1']}}, {code:'Tid',selection:{filter:'top',values:['1']}}]. Response is JSON-stat2 format with dimension labels and numeric values array."
    },
    "table_path": {
      "type": "string",
      "description": "Full path to the leaf table to query — same as scb.table_metadata table_path. Example: 'BE/BE0101/BE0101A/BefolkningNy'."
    }
  },
  "additionalProperties": false
}

science.chem.formula

Get molecular formula and molecular weight for any compound by name, CAS number, or SMILES. Returns formula (e.g. "C9H8O4" for aspirin) and weight in daltons (e.g. 180.157). Accepts any chemical identifier format (NCI CACTUS)

read-only

Argument	Type	Description
identifier*	string	Chemical identifier — compound name (e.g. "ibuprofen"), CAS number (e.g. "15687-27-1"), or SMILES string. Returns molecular formula and weight

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "identifier"
  ],
  "properties": {
    "identifier": {
      "type": "string",
      "minLength": 1,
      "description": "Chemical identifier — compound name (e.g. \"ibuprofen\"), CAS number (e.g. \"15687-27-1\"), or SMILES string. Returns molecular formula and weight"
    }
  },
  "additionalProperties": false
}

science.chem.names

Get all known names, synonyms, CAS numbers, and registry IDs for a chemical compound. Input any identifier (name, CAS, SMILES, InChIKey) and get the full list of aliases. Useful for finding alternative names, trade names, and cross-references (NCI CACTUS)

read-only

Argument	Type	Description
limit	integer	Maximum number of names/synonyms to return (1-100). Default: 20
identifier*	string	Chemical identifier to look up synonyms for — compound name, CAS number, SMILES, or InChIKey (e.g. "aspirin", "50-78-2")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "identifier"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of names/synonyms to return (1-100). Default: 20"
    },
    "identifier": {
      "type": "string",
      "minLength": 1,
      "description": "Chemical identifier to look up synonyms for — compound name, CAS number, SMILES, or InChIKey (e.g. \"aspirin\", \"50-78-2\")"
    }
  },
  "additionalProperties": false
}

science.chem.resolve

Convert any chemical identifier to SMILES, InChI, and InChIKey. Input a compound name (e.g. "aspirin"), CAS number (e.g. "50-78-2"), SMILES, or InChIKey and get all other representations. The only universal chemical ID converter — essential for chemistry workflows and cross-database lookups (NCI CACTUS)

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Argument	Type	Description
output	string	Output format: "all" (SMILES + InChI + InChIKey), "smiles" (canonical SMILES only), "stdinchi" (Standard InChI only), "stdinchikey" (InChIKey only). Default: "all"
identifier*	string	Chemical identifier to resolve — compound name (e.g. "aspirin", "caffeine"), CAS number (e.g. "50-78-2"), SMILES (e.g. "CC(=O)Oc1ccccc1C(O)=O"), or InChIKey (e.g. "BSYNRYMUTXBXSQ-UHFFFAOYSA-N")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "identifier"
  ],
  "properties": {
    "output": {
      "enum": [
        "all",
        "smiles",
        "stdinchi",
        "stdinchikey"
      ],
      "type": "string",
      "default": "all",
      "description": "Output format: \"all\" (SMILES + InChI + InChIKey), \"smiles\" (canonical SMILES only), \"stdinchi\" (Standard InChI only), \"stdinchikey\" (InChIKey only). Default: \"all\""
    },
    "identifier": {
      "type": "string",
      "minLength": 1,
      "description": "Chemical identifier to resolve — compound name (e.g. \"aspirin\", \"caffeine\"), CAS number (e.g. \"50-78-2\"), SMILES (e.g. \"CC(=O)Oc1ccccc1C(O)=O\"), or InChIKey (e.g. \"BSYNRYMUTXBXSQ-UHFFFAOYSA-N\")"
    }
  },
  "additionalProperties": false
}

science.ensembl.gene_lookup

Look up a gene by symbol (e.g. "BRCA1", "TP53") in any of 300+ vertebrate and non-vertebrate species. Returns Ensembl gene ID, genomic coordinates, biotype, description, and (optionally) the full list of transcripts with their coordinates. Data: rest.ensembl.org (EMBL-EBI / Wellcome Sanger Institute), no auth required.

read-only

Argument	Type	Description
expand	boolean	Include the list of transcripts for this gene in the response. Default: true
symbol*	string	Gene symbol to look up (e.g. "BRCA1", "TP53", "EGFR")
species*	string	Species name in Ensembl format — scientific snake_case (e.g. "homo_sapiens", "mus_musculus") or common alias (e.g. "human", "mouse")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "species",
    "symbol"
  ],
  "properties": {
    "expand": {
      "type": "boolean",
      "default": true,
      "description": "Include the list of transcripts for this gene in the response. Default: true"
    },
    "symbol": {
      "type": "string",
      "minLength": 1,
      "description": "Gene symbol to look up (e.g. \"BRCA1\", \"TP53\", \"EGFR\")"
    },
    "species": {
      "type": "string",
      "minLength": 1,
      "description": "Species name in Ensembl format — scientific snake_case (e.g. \"homo_sapiens\", \"mus_musculus\") or common alias (e.g. \"human\", \"mouse\")"
    }
  },
  "additionalProperties": false
}

science.ensembl.sequence_region

Retrieve the raw DNA sequence for a genomic region (e.g. "17:7668402-7687550" on GRCh38). Returns the nucleotide sequence, molecule type, and sequence length. Useful for primer design, variant context, and comparative sequence analysis. Data: rest.ensembl.org (EMBL-EBI / Wellcome Sanger Institute), no auth required.

read-only

Argument	Type	Description
region*	string	Genomic region in "chromosome:start-end" format, GRCh38 coordinates (e.g. "X:1000000-1000100", "17:7668402-7687550" for TP53)
species*	string	Species name in Ensembl format — scientific snake_case (e.g. "homo_sapiens") or common alias (e.g. "human", "mouse")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "species",
    "region"
  ],
  "properties": {
    "region": {
      "type": "string",
      "minLength": 1,
      "description": "Genomic region in \"chromosome:start-end\" format, GRCh38 coordinates (e.g. \"X:1000000-1000100\", \"17:7668402-7687550\" for TP53)"
    },
    "species": {
      "type": "string",
      "minLength": 1,
      "description": "Species name in Ensembl format — scientific snake_case (e.g. \"homo_sapiens\") or common alias (e.g. \"human\", \"mouse\")"
    }
  },
  "additionalProperties": false
}

science.itistaxonomy.full_record

Get the full taxonomic record for a species by its ITIS TSN (Taxonomic Serial Number): accepted scientific name, author, kingdom, taxonomic rank, parent taxon, validity/usage status, known synonyms, and common names in multiple languages (itis.gov, USGS public data)

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Argument	Type	Description
tsn*	string	Taxonomic Serial Number (TSN) — ITIS's unique numeric identifier for a taxon, e.g. "180543" for Ursus arctos. Obtain a TSN from itistaxonomy.search_scientific_name or itistaxonomy.search_common_name.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "tsn"
  ],
  "properties": {
    "tsn": {
      "type": "string",
      "minLength": 1,
      "description": "Taxonomic Serial Number (TSN) — ITIS's unique numeric identifier for a taxon, e.g. \"180543\" for Ursus arctos. Obtain a TSN from itistaxonomy.search_scientific_name or itistaxonomy.search_common_name."
    }
  },
  "additionalProperties": false
}

science.itistaxonomy.search_common

Search the ITIS database by common (vernacular) name or partial name, e.g. "cougar" or "grizzly bear". Returns matching taxa with their TSN and the language of the common name (itis.gov, USGS public data)

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Argument	Type	Description
query*	string	Common (vernacular) name or partial name to search (e.g. "cougar", "grizzly bear").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Common (vernacular) name or partial name to search (e.g. \"cougar\", \"grizzly bear\")."
    }
  },
  "additionalProperties": false
}

science.itistaxonomy.search_scientific

Search the ITIS (Integrated Taxonomic Information System) database by scientific name or partial name. Returns matching taxa with their TSN (Taxonomic Serial Number), full scientific name, author citation, and kingdom — the TSN can then be used with itistaxonomy.get_full_record for full classification detail (itis.gov, USGS public data)

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Argument	Type	Description
query*	string	Scientific name or partial name to search (e.g. "Puma concolor", "Bison bison", or genus only "Ursus").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Scientific name or partial name to search (e.g. \"Puma concolor\", \"Bison bison\", or genus only \"Ursus\")."
    }
  },
  "additionalProperties": false
}

science.materials.details

Get full DFT-computed properties for a material by Materials Project ID (e.g. mp-149 for silicon). Returns: band gap, formation energy, thermodynamic stability, density, crystal structure, spacegroup, magnetism, bulk/shear modulus, Poisson ratio, Fermi energy, database cross-references. 150K+ materials (Materials Project)

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Argument	Type	Description
material_id*	string	Materials Project ID (e.g. "mp-149" for silicon, "mp-19017" for LiFePO4). Get IDs from materials.search

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "material_id"
  ],
  "properties": {
    "material_id": {
      "type": "string",
      "minLength": 1,
      "description": "Materials Project ID (e.g. \"mp-149\" for silicon, \"mp-19017\" for LiFePO4). Get IDs from materials.search"
    }
  },
  "additionalProperties": false
}

science.materials.elasticity

Get mechanical/elastic properties for a material: bulk modulus, shear modulus (Voigt-Reuss-Hill averages), universal anisotropy index, Poisson ratio, and full 6x6 elastic tensor (IEEE format). Essential for structural materials screening and mechanical simulations (Materials Project)

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Argument	Type	Description
material_id*	string	Materials Project ID (e.g. "mp-149"). Returns bulk/shear modulus, Poisson ratio, elastic tensor

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "material_id"
  ],
  "properties": {
    "material_id": {
      "type": "string",
      "minLength": 1,
      "description": "Materials Project ID (e.g. \"mp-149\"). Returns bulk/shear modulus, Poisson ratio, elastic tensor"
    }
  },
  "additionalProperties": false
}

science.materials.search

Search 150,000+ inorganic materials by chemical formula, elements, band gap, stability, or metallic character. Returns DFT-computed properties: band gap, formation energy, density, crystal system. Filter semiconductors (band_gap 1-3 eV), stable battery cathodes (elements Li,Fe,O + is_stable), or metals. DOE/Lawrence Berkeley Lab data, CC BY 4.0 (Materials Project)

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Argument	Type	Description
skip	integer	Offset for pagination
limit	integer	Max results (1-50, default 10)
formula	string	Chemical formula to search (e.g. "Si", "Fe2O3", "LiFePO4"). Exact or reduced formula
elements	string	Comma-separated elements to filter (e.g. "Li,Fe,O" — returns materials containing these elements)
is_metal	boolean	Filter for metals (true) or non-metals (false)
is_stable	boolean	Filter for thermodynamically stable materials only (energy_above_hull = 0)
band_gap_max	number	Maximum band gap in eV (e.g. 3.0). Use with band_gap_min for range filter
band_gap_min	number	Minimum band gap in eV (e.g. 1.0). Use with band_gap_max for range filter

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "skip": {
      "type": "integer",
      "minimum": 0,
      "description": "Offset for pagination"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Max results (1-50, default 10)"
    },
    "formula": {
      "type": "string",
      "description": "Chemical formula to search (e.g. \"Si\", \"Fe2O3\", \"LiFePO4\"). Exact or reduced formula"
    },
    "elements": {
      "type": "string",
      "description": "Comma-separated elements to filter (e.g. \"Li,Fe,O\" — returns materials containing these elements)"
    },
    "is_metal": {
      "type": "boolean",
      "description": "Filter for metals (true) or non-metals (false)"
    },
    "is_stable": {
      "type": "boolean",
      "description": "Filter for thermodynamically stable materials only (energy_above_hull = 0)"
    },
    "band_gap_max": {
      "type": "number",
      "description": "Maximum band gap in eV (e.g. 3.0). Use with band_gap_min for range filter"
    },
    "band_gap_min": {
      "type": "number",
      "description": "Minimum band gap in eV (e.g. 1.0). Use with band_gap_max for range filter"
    }
  },
  "additionalProperties": false
}

science.pdb.ligand

Get chemical component data for a ligand/small molecule by its 3-letter PDB code — name, molecular formula, weight, type, formal charge, heavy atom count, SMILES/InChI descriptors. Covers ATP, HEM, NAG, drug molecules, cofactors, ions, and 40K+ chemical entities in the PDB (RCSB PDB)

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Argument	Type	Description
ligand_id*	string	Chemical component identifier — standard 3-letter code (e.g. "ATP" for adenosine triphosphate, "HEM" for heme, "NAG" for N-acetylglucosamine, "ZN" for zinc ion)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ligand_id"
  ],
  "properties": {
    "ligand_id": {
      "type": "string",
      "maxLength": 5,
      "minLength": 1,
      "description": "Chemical component identifier — standard 3-letter code (e.g. \"ATP\" for adenosine triphosphate, \"HEM\" for heme, \"NAG\" for N-acetylglucosamine, \"ZN\" for zinc ion)"
    }
  },
  "additionalProperties": false
}

science.pdb.search

Search 220K+ macromolecular 3D structures in the Protein Data Bank by keyword, protein name, organism, or author. Returns PDB IDs with relevance scores. The canonical database for structural biology, X-ray crystallography, cryo-EM, and NMR structures (RCSB PDB)

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Argument	Type	Description
limit	integer	Maximum number of results (1-50). Default: 10
query*	string	Search query — keyword, protein name, organism, or author (e.g. "insulin", "hemoglobin", "Homo sapiens", "Watson")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results (1-50). Default: 10"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query — keyword, protein name, organism, or author (e.g. \"insulin\", \"hemoglobin\", \"Homo sapiens\", \"Watson\")"
    }
  },
  "additionalProperties": false
}

science.pdb.sequence

Search protein structures by amino acid sequence similarity (BLAST). Input a protein sequence and find all PDB structures with matching chains. Configure identity cutoff (e.g. 90%) and E-value threshold. Returns PDB entity IDs ranked by similarity score. Essential for homology modeling and structure prediction (RCSB PDB)

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Argument	Type	Description
limit	integer	Maximum number of results (1-50). Default: 10
sequence*	string	Protein amino acid sequence in one-letter code (e.g. "MVLSPADKTNVKAAWGKVGAHAGEYGAEALERMFLSFPTTKTYFPHFDLSH" — first 50 residues of human hemoglobin alpha)
evalue_cutoff	number	Maximum E-value threshold for BLAST significance. Default: 0.1
identity_cutoff	number	Minimum sequence identity (0.1-1.0). Default: 0.9 (90% identical)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "sequence"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results (1-50). Default: 10"
    },
    "sequence": {
      "type": "string",
      "minLength": 10,
      "description": "Protein amino acid sequence in one-letter code (e.g. \"MVLSPADKTNVKAAWGKVGAHAGEYGAEALERMFLSFPTTKTYFPHFDLSH\" — first 50 residues of human hemoglobin alpha)"
    },
    "evalue_cutoff": {
      "type": "number",
      "default": 0.1,
      "description": "Maximum E-value threshold for BLAST significance. Default: 0.1"
    },
    "identity_cutoff": {
      "type": "number",
      "default": 0.9,
      "maximum": 1,
      "minimum": 0.1,
      "description": "Minimum sequence identity (0.1-1.0). Default: 0.9 (90% identical)"
    }
  },
  "additionalProperties": false
}

science.pdb.structure

Get full details for a 3D protein structure by PDB ID — title, experimental method (X-ray/cryo-EM/NMR), resolution, molecular weight, chain counts (protein/DNA/RNA), deposit date, primary citation with DOI and PubMed ID. Essential for drug design and structural analysis (RCSB PDB)

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Argument	Type	Description
pdb_id*	string	4-character PDB identifier (e.g. "4HHB" for hemoglobin, "1BNA" for DNA, "6LU7" for SARS-CoV-2 main protease)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "pdb_id"
  ],
  "properties": {
    "pdb_id": {
      "type": "string",
      "maxLength": 4,
      "minLength": 4,
      "description": "4-character PDB identifier (e.g. \"4HHB\" for hemoglobin, \"1BNA\" for DNA, \"6LU7\" for SARS-CoV-2 main protease)"
    }
  },
  "additionalProperties": false
}

science.uniprot.entry

Get full annotation details for a protein by UniProt accession number (e.g. P69905, P01308). Returns protein name, EC numbers, alternative names, organism and lineage, gene names, sequence (first 200 aa), molecular weight, biological function, subcellular location, associated diseases, keywords, cross-references to PDB/Ensembl/RefSeq/OMIM/PubMed, and feature count. P69905 = hemoglobin alpha chain; P01308 = human insulin; P04637 = tumor suppressor p53 (TP53). CC BY 4.0 — Universal Protein Resource (UniProt Consortium)

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Argument	Type	Description
accession*	string	UniProt accession number (e.g. "P69905" for hemoglobin alpha, "P01308" for insulin, "P53_HUMAN" entry name also accepted). Six or ten character alphanumeric code

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "accession"
  ],
  "properties": {
    "accession": {
      "type": "string",
      "minLength": 1,
      "description": "UniProt accession number (e.g. \"P69905\" for hemoglobin alpha, \"P01308\" for insulin, \"P53_HUMAN\" entry name also accepted). Six or ten character alphanumeric code"
    }
  },
  "additionalProperties": false
}

science.uniprot.features

Get sequence-level annotations and functional features for a protein by UniProt accession. Returns active sites, binding sites, signal peptides, transmembrane regions, disulfide bonds, post-translational modifications, domain boundaries, secondary structure elements (helix, strand, turn), natural variants, and chain cleavage sites — all with exact sequence positions. Essential for structural biology, drug target analysis, and protein engineering workflows. CC BY 4.0 — Universal Protein Resource (UniProt Consortium)

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Argument	Type	Description
accession*	string	UniProt accession number to retrieve sequence features for (e.g. "P69905", "P01308"). Returns active sites, domains, signal peptides, transmembrane regions, disulfide bonds, variants, and secondary structure

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "accession"
  ],
  "properties": {
    "accession": {
      "type": "string",
      "minLength": 1,
      "description": "UniProt accession number to retrieve sequence features for (e.g. \"P69905\", \"P01308\"). Returns active sites, domains, signal peptides, transmembrane regions, disulfide bonds, variants, and secondary structure"
    }
  },
  "additionalProperties": false
}

science.uniprot.search

Search the UniProt protein sequence database for proteins by name, gene, or organism. UniProt is the world's leading repository for protein sequences and functional annotations, covering 250M+ sequences from Swiss-Prot (reviewed) and TrEMBL (unreviewed). Returns accession, protein name, organism, gene names, sequence length, review status, and annotation score. Supports field-specific queries (gene:TP53, organism:9606) and free-text search. Use reviewed:true to restrict to Swiss-Prot's manually curated, high-quality entries. CC BY 4.0 — Universal Protein Resource (UniProt Consortium)

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Argument	Type	Description
gene	string	Gene name filter (exact or partial). E.g. "TP53", "EGFR", "BRAC1". Combined with query using AND logic
limit	integer	Number of results to return (1–25, default 5)
query*	string	Protein or gene search term — e.g. "insulin", "hemoglobin", "BRCA1". Supports UniProt query syntax: field:value pairs (e.g. "protein_name:kinase")
reviewed	boolean	If true, restrict to Swiss-Prot (manually reviewed) entries only. Swiss-Prot has higher quality annotations than TrEMBL (unreviewed)
organism_id	integer	NCBI taxonomy ID to filter by organism. Common IDs: 9606 (human), 10090 (mouse), 10116 (rat), 7227 (fruit fly), 6239 (C. elegans), 3702 (A. thaliana)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "gene": {
      "type": "string",
      "description": "Gene name filter (exact or partial). E.g. \"TP53\", \"EGFR\", \"BRAC1\". Combined with query using AND logic"
    },
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1–25, default 5)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Protein or gene search term — e.g. \"insulin\", \"hemoglobin\", \"BRCA1\". Supports UniProt query syntax: field:value pairs (e.g. \"protein_name:kinase\")"
    },
    "reviewed": {
      "type": "boolean",
      "description": "If true, restrict to Swiss-Prot (manually reviewed) entries only. Swiss-Prot has higher quality annotations than TrEMBL (unreviewed)"
    },
    "organism_id": {
      "type": "integer",
      "description": "NCBI taxonomy ID to filter by organism. Common IDs: 9606 (human), 10090 (mouse), 10116 (rat), 7227 (fruit fly), 6239 (C. elegans), 3702 (A. thaliana)"
    }
  },
  "additionalProperties": false
}

science.uniprot.taxonomy

Search UniProt taxonomy to find organism names, NCBI taxonomy IDs, lineages, and protein counts. Returns taxon ID, scientific name, common name, taxonomic rank, full lineage path, and the number of reviewed (Swiss-Prot) and unreviewed (TrEMBL) proteins for that organism. Use to resolve organism names to taxonomy IDs for protein_search filtering (e.g. "human" → taxon_id 9606, "mouse" → 10090, "E. coli K12" → 83333). CC BY 4.0 — Universal Protein Resource (UniProt Consortium)

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Argument	Type	Description
rank	string	Filter by taxonomic rank (e.g. "species" to exclude higher-level taxa)
limit	integer	Number of taxonomy results (1–20, default 5)
query*	string	Organism or taxonomic name to search — e.g. "human", "Homo sapiens", "Mus musculus", "bacteria", "fungi". Returns taxonomy ID, lineage, and protein counts

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "rank": {
      "enum": [
        "kingdom",
        "phylum",
        "class",
        "order",
        "family",
        "genus",
        "species"
      ],
      "type": "string",
      "description": "Filter by taxonomic rank (e.g. \"species\" to exclude higher-level taxa)"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of taxonomy results (1–20, default 5)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Organism or taxonomic name to search — e.g. \"human\", \"Homo sapiens\", \"Mus musculus\", \"bacteria\", \"fungi\". Returns taxonomy ID, lineage, and protein counts"
    }
  },
  "additionalProperties": false
}

scraping.spider.scrape

Scrape any web page and get clean content — markdown (default), plain text, or raw HTML. Handles JavaScript rendering, anti-bot bypass, proxy rotation. Returns LLM-ready output. Cheapest web scraper with PAYG pricing (Spider.cloud)

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Argument	Type	Description
url*	string	URL to scrape (e.g. "https://example.com/page")
format	string	Output format: markdown (default, best for LLMs), text (plain), raw (HTML), commonmark
wait_for	integer	Wait N ms for JS to render before scraping (0-30000)
readability	boolean	Enable readability mode — pre-processes page for LLM consumption

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "URL to scrape (e.g. \"https://example.com/page\")"
    },
    "format": {
      "enum": [
        "markdown",
        "text",
        "raw",
        "commonmark"
      ],
      "type": "string",
      "default": "markdown",
      "description": "Output format: markdown (default, best for LLMs), text (plain), raw (HTML), commonmark"
    },
    "wait_for": {
      "type": "integer",
      "maximum": 30000,
      "minimum": 0,
      "description": "Wait N ms for JS to render before scraping (0-30000)"
    },
    "readability": {
      "type": "boolean",
      "description": "Enable readability mode — pre-processes page for LLM consumption"
    }
  },
  "additionalProperties": false
}

scraping.spider.search

Web search that returns page titles, descriptions, and URLs. Combine with spider.scrape to get full content. Results ranked by relevance (Spider.cloud)

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Argument	Type	Description
limit	integer	Max results (1-20, default 5)
query*	string	Web search query (e.g. "best MCP servers 2026")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 5,
      "maximum": 20,
      "minimum": 1,
      "description": "Max results (1-20, default 5)"
    },
    "query": {
      "type": "string",
      "description": "Web search query (e.g. \"best MCP servers 2026\")"
    }
  },
  "additionalProperties": false
}

sdwis.water.enforcement

Look up EPA enforcement actions taken against public water systems under the Safe Drinking Water Act. Filter by PWSID (Public Water System Identifier) to get all enforcement history for a specific utility, or filter by enforcement action type code. Returns enforcement date, action type, and originator. Enforcement types include Formal Administrative Orders (EFG), Compliance Schedules, Referral to State, and Civil Penalties. Combine with sdwis.water.violations to understand the full compliance picture for a water system. Data source: EPA SDWIS Federal Reporting Services, US Gov public domain.

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Argument	Type	Description
limit	integer	Maximum number of enforcement actions to return (1–100, default 20)
pwsid	string	Public Water System Identifier (PWSID) to look up enforcement actions for a specific system (e.g. CA3310067)
action_type	string	Enforcement action type code (e.g. EFG for Formal Enforcement Order, 3EF for Third Violation)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of enforcement actions to return (1–100, default 20)"
    },
    "pwsid": {
      "type": "string",
      "description": "Public Water System Identifier (PWSID) to look up enforcement actions for a specific system (e.g. CA3310067)"
    },
    "action_type": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "Enforcement action type code (e.g. EFG for Formal Enforcement Order, 3EF for Third Violation)"
    }
  },
  "additionalProperties": false
}

sdwis.water.service_areas

Look up the geographic service areas of EPA-regulated public water systems. Returns counties, cities, and zip codes served by each utility, along with area type and tribal codes. Filter by state or county to discover which water systems serve a specific area. Filter by PWSID to get all geographic areas served by a specific utility. Useful for mapping water service boundaries, identifying utilities for an address, or understanding the geographic scope of a water quality issue. Data source: EPA SDWIS Federal Reporting Services Geographic Areas table, US Gov public domain.

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Argument	Type	Description
limit	integer	Maximum number of service area records to return (1–100, default 20)
pwsid	string	Public Water System Identifier (PWSID) to get service areas for a specific system (e.g. CA3310067)
state	string	State or primacy agency code to filter service areas (e.g. CA, TX, FL)
county	string	County name served by the water system (e.g. LOS ANGELES)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of service area records to return (1–100, default 20)"
    },
    "pwsid": {
      "type": "string",
      "description": "Public Water System Identifier (PWSID) to get service areas for a specific system (e.g. CA3310067)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "State or primacy agency code to filter service areas (e.g. CA, TX, FL)"
    },
    "county": {
      "type": "string",
      "description": "County name served by the water system (e.g. LOS ANGELES)"
    }
  },
  "additionalProperties": false
}

sdwis.water.systems

Search EPA Safe Drinking Water Information System (SDWIS) for public water systems by state, system type (Community/Transient/Non-Transient), and activity status. Returns PWSID, system name, population served, service connections, water source type, and operator information. Covers 150,000+ US public water systems regulated under the Safe Drinking Water Act. Use sdwis.water.violations to check health violations for a specific system. Data source: EPA SDWIS Federal Reporting Services (data.epa.gov/efservice), US Gov public domain.

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Argument	Type	Description
type	string	Public water system type: CWS (Community), TNCWS (Transient Non-Community), NTNCWS (Non-Transient Non-Community)
limit	integer	Maximum number of water systems to return (1–100, default 20)
state	string	US state code or primacy agency code (e.g. CA, TX, FL). Omit for all states.
activity	string	Activity status code: A (Active), I (Inactive), N (New), M (Merger), P (Proposed). Default is all.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "type": {
      "enum": [
        "CWS",
        "TNCWS",
        "NTNCWS"
      ],
      "type": "string",
      "description": "Public water system type: CWS (Community), TNCWS (Transient Non-Community), NTNCWS (Non-Transient Non-Community)"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of water systems to return (1–100, default 20)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state code or primacy agency code (e.g. CA, TX, FL). Omit for all states."
    },
    "activity": {
      "enum": [
        "A",
        "I",
        "N",
        "M",
        "P"
      ],
      "type": "string",
      "description": "Activity status code: A (Active), I (Inactive), N (New), M (Merger), P (Proposed). Default is all."
    }
  },
  "additionalProperties": false
}

sdwis.water.violations

Search EPA SDWIS for drinking water violations by state and violation type. Returns violation code, health-based flag (MCL/Treatment Technique), contaminant code, compliance status, measured value, compliance period, return-to-compliance date, and public notification tier. Filter by health_based=true to focus on Maximum Contaminant Level (MCL) and Treatment Technique (TT) violations that directly endanger public health. Violation categories: MCL, TT, MRDL, MR, MON, RPT, PN. Use sdwis.water.enforcement to get enforcement actions associated with a PWSID from violations. Data source: EPA SDWIS Federal Reporting Services, US Gov public domain.

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Argument	Type	Description
limit	integer	Maximum number of violations to return (1–100, default 20)
state	string	State or primacy agency code (e.g. CA, TX). Two-letter abbreviation. Omit for all states.
category	string	Violation category: MCL (Maximum Contaminant Level), TT (Treatment Technique), MRDL (Disinfectant), MR (Monitoring/Reporting), MON (Monitoring), RPT (Reporting), PN (Public Notification), OTHER
health_based	boolean	If true, return only health-based violations (MCL, TT, MRDL). If false or omitted, return all.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of violations to return (1–100, default 20)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "State or primacy agency code (e.g. CA, TX). Two-letter abbreviation. Omit for all states."
    },
    "category": {
      "enum": [
        "MCL",
        "TT",
        "MRDL",
        "MR",
        "MON",
        "RPT",
        "PN",
        "OTHER"
      ],
      "type": "string",
      "description": "Violation category: MCL (Maximum Contaminant Level), TT (Treatment Technique), MRDL (Disinfectant), MR (Monitoring/Reporting), MON (Monitoring), RPT (Reporting), PN (Public Notification), OTHER"
    },
    "health_based": {
      "type": "boolean",
      "description": "If true, return only health-based violations (MCL, TT, MRDL). If false or omitted, return all."
    }
  },
  "additionalProperties": false
}

search.ai.extract

Extract clean readable content from up to 20 URLs — returns text, title, author, published date. Eliminates scraping. Perfect for feeding web pages into agent context windows (Tavily)

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Argument	Type	Description
urls*	array	URLs to extract clean content from (1-20 URLs). Returns readable text, title, author, date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "urls"
  ],
  "properties": {
    "urls": {
      "type": "array",
      "items": {
        "type": "string",
        "format": "uri"
      },
      "maxItems": 20,
      "minItems": 1,
      "description": "URLs to extract clean content from (1-20 URLs). Returns readable text, title, author, date."
    }
  },
  "additionalProperties": false
}

search.ai.web

AI-optimized web search — returns synthesized answer + curated results with extracted page content and relevance scores. Built for LLM/agent RAG pipelines. Supports domain filtering and recency (Tavily)

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Argument	Type	Description
days	integer	Recency filter — only include results from the last N days
query*	string	Search query — Tavily returns AI-synthesized answer + curated results with extracted content
max_results	integer	Number of results to return (default 5, max 20)
search_depth	string	Search depth: "basic" (faster, 1 credit) or "advanced" (deeper, 2 credits). Default: basic
include_answer	boolean	Include AI-synthesized answer based on search results (default true)
exclude_domains	array	Exclude results from these domains (e.g. ["reddit.com"])
include_domains	array	Only include results from these domains (e.g. ["wikipedia.org", "arxiv.org"])

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "days": {
      "type": "integer",
      "minimum": 1,
      "description": "Recency filter — only include results from the last N days"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query — Tavily returns AI-synthesized answer + curated results with extracted content"
    },
    "max_results": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results to return (default 5, max 20)"
    },
    "search_depth": {
      "enum": [
        "basic",
        "advanced"
      ],
      "type": "string",
      "description": "Search depth: \"basic\" (faster, 1 credit) or \"advanced\" (deeper, 2 credits). Default: basic"
    },
    "include_answer": {
      "type": "boolean",
      "description": "Include AI-synthesized answer based on search results (default true)"
    },
    "exclude_domains": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Exclude results from these domains (e.g. [\"reddit.com\"])"
    },
    "include_domains": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Only include results from these domains (e.g. [\"wikipedia.org\", \"arxiv.org\"])"
    }
  },
  "additionalProperties": false
}

search.google.images

Google Image search results — image URL, thumbnail, dimensions, source domain. Search any visual content worldwide (Serper.dev)

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Argument	Type	Description
q*	string	Image search query (e.g. "golden gate bridge sunset")
gl	string	Country code (e.g. "us")
num	integer	Number of images (default 10, max 100)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Image search query (e.g. \"golden gate bridge sunset\")"
    },
    "gl": {
      "type": "string",
      "maxLength": 2,
      "description": "Country code (e.g. \"us\")"
    },
    "num": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of images (default 10, max 100)"
    }
  },
  "additionalProperties": false
}

search.google.news

Real-time Google News articles — title, source, date, snippet, image. Filter by time (past hour/day/week/month). Global coverage in 70+ languages (Serper.dev)

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Argument	Type	Description
q*	string	News search query (e.g. "AI agents", "Base network")
gl	string	Country code for localized news (e.g. "us", "gb")
hl	string	Language code (e.g. "en", "de")
num	integer	Number of articles (default 10, max 100)
tbs	string	Time filter: "qdr:h" (past hour), "qdr:d" (past day), "qdr:w" (past week), "qdr:m" (past month)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "News search query (e.g. \"AI agents\", \"Base network\")"
    },
    "gl": {
      "type": "string",
      "maxLength": 2,
      "description": "Country code for localized news (e.g. \"us\", \"gb\")"
    },
    "hl": {
      "type": "string",
      "maxLength": 5,
      "description": "Language code (e.g. \"en\", \"de\")"
    },
    "num": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of articles (default 10, max 100)"
    },
    "tbs": {
      "type": "string",
      "description": "Time filter: \"qdr:h\" (past hour), \"qdr:d\" (past day), \"qdr:w\" (past week), \"qdr:m\" (past month)"
    }
  },
  "additionalProperties": false
}

search.google.shopping

Google Shopping product listings — title, price, source, rating, delivery info, product images. Compare prices across retailers (Serper.dev)

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Argument	Type	Description
q*	string	Product search query (e.g. "macbook pro 16 inch", "wireless headphones")
gl	string	Country code for localized prices (e.g. "us", "gb")
num	integer	Number of products (default 10, max 100)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Product search query (e.g. \"macbook pro 16 inch\", \"wireless headphones\")"
    },
    "gl": {
      "type": "string",
      "maxLength": 2,
      "description": "Country code for localized prices (e.g. \"us\", \"gb\")"
    },
    "num": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of products (default 10, max 100)"
    }
  },
  "additionalProperties": false
}

search.google.web

Real-time Google web search results — organic listings, knowledge graph, answer box, people also ask, related searches. Supports country and language targeting. Powered by Serper.dev

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Argument	Type	Description
q*	string	Search query (e.g. "best restaurants in Berlin", "how does MCP protocol work")
gl	string	Country code for localized results (e.g. "us", "gb", "de", "fr")
hl	string	Language code for results (e.g. "en", "de", "fr", "es")
num	integer	Number of results to return (default 10, max 100)
page	integer	Page number for pagination (default 1)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Search query (e.g. \"best restaurants in Berlin\", \"how does MCP protocol work\")"
    },
    "gl": {
      "type": "string",
      "maxLength": 2,
      "description": "Country code for localized results (e.g. \"us\", \"gb\", \"de\", \"fr\")"
    },
    "hl": {
      "type": "string",
      "maxLength": 5,
      "description": "Language code for results (e.g. \"en\", \"de\", \"fr\", \"es\")"
    },
    "num": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results to return (default 10, max 100)"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)"
    }
  },
  "additionalProperties": false
}

search.semantic.contents

Extract clean text content from up to 10 URLs — returns title, author, published date, full text. Use for feeding web pages into agent context (Exa)

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Argument	Type	Description
urls*	array	URLs to extract content from (1-10). Returns clean text, title, author, date.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "urls"
  ],
  "properties": {
    "urls": {
      "type": "array",
      "items": {
        "type": "string",
        "format": "uri"
      },
      "maxItems": 10,
      "minItems": 1,
      "description": "URLs to extract content from (1-10). Returns clean text, title, author, date."
    }
  },
  "additionalProperties": false
}

search.semantic.similar

Find web pages semantically similar to a given URL — discover related content, competitors, alternatives without knowing what to search for. Unique capability for research agents (Exa)

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Argument	Type	Description
url*	string	Reference URL — Exa finds pages semantically similar to this one
num_results	integer	Number of similar pages (default 10, max 25)
include_text	boolean	Include full extracted page text (default false)
start_published_date	string	Only include similar pages published after this date (ISO format)
exclude_source_domain	boolean	Exclude results from same domain as input URL (default true)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Reference URL — Exa finds pages semantically similar to this one"
    },
    "num_results": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of similar pages (default 10, max 25)"
    },
    "include_text": {
      "type": "boolean",
      "description": "Include full extracted page text (default false)"
    },
    "start_published_date": {
      "type": "string",
      "description": "Only include similar pages published after this date (ISO format)"
    },
    "exclude_source_domain": {
      "type": "boolean",
      "description": "Exclude results from same domain as input URL (default true)"
    }
  },
  "additionalProperties": false
}

search.semantic.web

Neural/semantic web search — finds conceptually related pages, not just keyword matches. Supports category filters (company, research paper, news, people, tweet), domain filtering, date range. Returns relevance scores and highlighted excerpts (Exa)

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Argument	Type	Description
type	string	Search type: "auto" (balanced), "neural" (semantic similarity), "keyword" (traditional). Default: auto
query*	string	Natural language search query — Exa finds semantically related pages, not just keyword matches
category	string	Category filter for specialized indexes (optional)
num_results	integer	Number of results (default 10, max 25)
include_text	boolean	Include full extracted page text in results (default false — saves tokens)
exclude_domains	array	Exclude results from these domains
include_domains	array	Only include results from these domains (e.g. ["arxiv.org"])
end_published_date	string	Filter: only results published before this date
include_highlights	boolean	Include key sentence highlights (default true)
start_published_date	string	Filter: only results published after this date (ISO format, e.g. "2025-01-01")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "type": {
      "enum": [
        "auto",
        "neural",
        "keyword"
      ],
      "type": "string",
      "description": "Search type: \"auto\" (balanced), \"neural\" (semantic similarity), \"keyword\" (traditional). Default: auto"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Natural language search query — Exa finds semantically related pages, not just keyword matches"
    },
    "category": {
      "enum": [
        "company",
        "research paper",
        "news",
        "people",
        "tweet"
      ],
      "type": "string",
      "description": "Category filter for specialized indexes (optional)"
    },
    "num_results": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results (default 10, max 25)"
    },
    "include_text": {
      "type": "boolean",
      "description": "Include full extracted page text in results (default false — saves tokens)"
    },
    "exclude_domains": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Exclude results from these domains"
    },
    "include_domains": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Only include results from these domains (e.g. [\"arxiv.org\"])"
    },
    "end_published_date": {
      "type": "string",
      "description": "Filter: only results published before this date"
    },
    "include_highlights": {
      "type": "boolean",
      "description": "Include key sentence highlights (default true)"
    },
    "start_published_date": {
      "type": "string",
      "description": "Filter: only results published after this date (ISO format, e.g. \"2025-01-01\")"
    }
  },
  "additionalProperties": false
}

sec-edgar.company.lookup

Resolve a stock ticker symbol (exact match) or company name substring to a SEC Central Index Key (CIK) — the identifier required by all other sec-edgar tools. Returns matching company name, ticker, and CIK. Data: www.sec.gov (US Securities and Exchange Commission EDGAR system), no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of matching companies to return, 1-25 (default 10).
query*	string	Ticker symbol (exact match, e.g. "AAPL") or company name substring (e.g. "Apple") to search for.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Maximum number of matching companies to return, 1-25 (default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Ticker symbol (exact match, e.g. \"AAPL\") or company name substring (e.g. \"Apple\") to search for."
    }
  },
  "additionalProperties": false
}

sec-edgar.filings.list

Get a company's recent SEC filings (10-K annual reports, 10-Q quarterly reports, 8-K current reports, proxy statements, insider transaction forms, etc.) plus basic entity profile — legal name, SIC industry classification, exchanges, fiscal year end. Optional filter by form type. Each filing includes filing date, accession number, and a direct document URL. Requires a CIK from sec-edgar.company_lookup. Data: data.sec.gov (US Securities and Exchange Commission EDGAR system), no auth required.

read-only

Argument	Type	Description
cik*	string	SEC Central Index Key for the company, e.g. "320193" or "0000320193". Obtained from sec-edgar.company_lookup.
limit	integer	Maximum number of filings to return, 1-50 (default 10, most recent first).
form_type	string	Filter by SEC form type, e.g. "10-K", "10-Q", "8-K", "4" (case-insensitive).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cik"
  ],
  "properties": {
    "cik": {
      "type": "string",
      "minLength": 1,
      "description": "SEC Central Index Key for the company, e.g. \"320193\" or \"0000320193\". Obtained from sec-edgar.company_lookup."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of filings to return, 1-50 (default 10, most recent first)."
    },
    "form_type": {
      "type": "string",
      "description": "Filter by SEC form type, e.g. \"10-K\", \"10-Q\", \"8-K\", \"4\" (case-insensitive)."
    }
  },
  "additionalProperties": false
}

sec-edgar.financials.concept

Get the historical time series for a single standardized XBRL financial concept (e.g. Assets, Liabilities, Revenues, NetIncomeLoss, StockholdersEquity) as reported by a company across its SEC filings — one value per fiscal period with the filing it came from. Sourced directly from structured XBRL data extracted from 10-K/10-Q filings, not free text. Requires a CIK from sec-edgar.company_lookup. Data: data.sec.gov (US Securities and Exchange Commission EDGAR system), no auth required.

read-only

Argument	Type	Description
cik*	string	SEC Central Index Key for the company, e.g. "320193" or "0000320193". Obtained from sec-edgar.company_lookup.
tag*	string	XBRL concept tag name, e.g. "Assets", "Liabilities", "Revenues", "NetIncomeLoss", "StockholdersEquity", "CashAndCashEquivalentsAtCarryingValue", "EarningsPerShareBasic".
unit	string	Unit of measure to filter by, e.g. "USD" or "shares" (default: USD if available).
limit	integer	Maximum number of reported values to return, 1-100 (default 20, most recent first).
taxonomy	string	XBRL taxonomy the tag belongs to — "us-gaap" for financial statement concepts (default), "dei" for document/entity metadata like EntityCommonStockSharesOutstanding.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cik",
    "tag"
  ],
  "properties": {
    "cik": {
      "type": "string",
      "minLength": 1,
      "description": "SEC Central Index Key for the company, e.g. \"320193\" or \"0000320193\". Obtained from sec-edgar.company_lookup."
    },
    "tag": {
      "type": "string",
      "minLength": 1,
      "description": "XBRL concept tag name, e.g. \"Assets\", \"Liabilities\", \"Revenues\", \"NetIncomeLoss\", \"StockholdersEquity\", \"CashAndCashEquivalentsAtCarryingValue\", \"EarningsPerShareBasic\"."
    },
    "unit": {
      "type": "string",
      "description": "Unit of measure to filter by, e.g. \"USD\" or \"shares\" (default: USD if available)."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of reported values to return, 1-100 (default 20, most recent first)."
    },
    "taxonomy": {
      "enum": [
        "us-gaap",
        "dei"
      ],
      "type": "string",
      "description": "XBRL taxonomy the tag belongs to — \"us-gaap\" for financial statement concepts (default), \"dei\" for document/entity metadata like EntityCommonStockSharesOutstanding."
    }
  },
  "additionalProperties": false
}

security.ipqs.email_check

Validate email for fraud risk — checks deliverability, disposable/temporary providers, honeypot traps, spam traps, leaked credentials, catch-all detection. Returns fraud score (0-100), SMTP verification, domain age, and abuse history. Goes beyond basic validation (IPQualityScore)

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Argument	Type	Description
fast	boolean	Skip SMTP verification for faster response (default false)
email*	string	Email address to validate and check for fraud (e.g. "[email protected]")
abuse_strictness	integer	Abuse detection sensitivity 0-2 (0=low, 2=aggressive)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "email"
  ],
  "properties": {
    "fast": {
      "type": "boolean",
      "description": "Skip SMTP verification for faster response (default false)"
    },
    "email": {
      "type": "string",
      "description": "Email address to validate and check for fraud (e.g. \"[email protected]\")"
    },
    "abuse_strictness": {
      "type": "integer",
      "maximum": 2,
      "minimum": 0,
      "description": "Abuse detection sensitivity 0-2 (0=low, 2=aggressive)"
    }
  },
  "additionalProperties": false
}

security.ipqs.ip_check

Check any IP address for fraud signals — proxy, VPN, Tor, bot, crawler detection with fraud score (0-100). Returns geolocation (country, city, ISP, ASN), abuse velocity, connection type, and 9+ risk indicators. Essential for e-commerce fraud prevention (IPQualityScore)

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Argument	Type	Description
ip*	string	IPv4 or IPv6 address to check (e.g. "8.8.8.8", "2001:4860:4860::8888")
strictness	integer	Detection strictness 0-3 (0=least strict, 3=most aggressive). Higher catches more fraud but may flag legitimate users
allow_public_access_points	boolean	Allow public WiFi/library IPs to pass without penalty (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ip"
  ],
  "properties": {
    "ip": {
      "type": "string",
      "description": "IPv4 or IPv6 address to check (e.g. \"8.8.8.8\", \"2001:4860:4860::8888\")"
    },
    "strictness": {
      "type": "integer",
      "maximum": 3,
      "minimum": 0,
      "description": "Detection strictness 0-3 (0=least strict, 3=most aggressive). Higher catches more fraud but may flag legitimate users"
    },
    "allow_public_access_points": {
      "type": "boolean",
      "description": "Allow public WiFi/library IPs to pass without penalty (default false)"
    }
  },
  "additionalProperties": false
}

security.ipqs.phone_check

Check phone number for fraud risk — detects VOIP, prepaid, risky numbers, carrier info, line type (mobile/landline/VOIP), active status, leaked data. Returns fraud score (0-100) and geographic location. Supports international numbers with country filter (IPQualityScore)

read-only

Argument	Type	Description
phone*	string	Phone number to check in E.164 or national format (e.g. "+12125551234", "2125551234")
country	string	ISO 2-letter country code for national format numbers (e.g. "US", "GB")
strictness	integer	Fraud detection strictness 0-2

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "phone"
  ],
  "properties": {
    "phone": {
      "type": "string",
      "description": "Phone number to check in E.164 or national format (e.g. \"+12125551234\", \"2125551234\")"
    },
    "country": {
      "type": "string",
      "description": "ISO 2-letter country code for national format numbers (e.g. \"US\", \"GB\")"
    },
    "strictness": {
      "type": "integer",
      "maximum": 2,
      "minimum": 0,
      "description": "Fraud detection strictness 0-2"
    }
  },
  "additionalProperties": false
}

security.ipqs.url_check

Scan any URL for malware, phishing, suspicious content, adult content, spamming, and domain parking. Returns risk score (0-100), domain reputation, domain age, IP address, HTTP status. Protects agents from visiting malicious URLs (IPQualityScore)

read-only

Argument	Type	Description
url*	string	Full URL to scan for malware, phishing, and threats (e.g. "https://example.com/page")
strictness	integer	Scanning strictness 0-2 (0=least strict, 2=most aggressive)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "Full URL to scan for malware, phishing, and threats (e.g. \"https://example.com/page\")"
    },
    "strictness": {
      "type": "integer",
      "maximum": 2,
      "minimum": 0,
      "description": "Scanning strictness 0-2 (0=least strict, 2=most aggressive)"
    }
  },
  "additionalProperties": false
}

semanticscholar.authors.search

Search researcher/author records by display name. Returns Semantic Scholar author ID, name, institutional affiliations, total paper count, total citation count, and h-index. Useful for identifying a researcher before filtering semanticscholar.papers_search results by author, or for author-level impact metrics. Data: api.semanticscholar.org, no auth required.

read-only

Argument	Type	Description
limit	integer	Number of results to return (1-25, default 10)
query*	string	Search query for researcher/author name (e.g. "geoffrey hinton")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1-25, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query for researcher/author name (e.g. \"geoffrey hinton\")"
    }
  },
  "additionalProperties": false
}

semanticscholar.papers.get

Fetch full details for one academic paper by Semantic Scholar paper ID, DOI (e.g. "10.1038/nature14539"), or ArXiv ID (e.g. "ARXIV:1706.03762"). Returns title, full abstract, an AI-generated one-sentence TLDR summary, all authors, venue, fields of study, citation and reference counts, and open-access PDF link when available. Call semanticscholar.papers_search first to discover a paper_id from a text query. Data: api.semanticscholar.org, no auth required.

read-only

Argument	Type	Description
paper_id*	string	Semantic Scholar paper ID (40-char hash), DOI (e.g. "10.1038/nature14539"), or ArXiv ID (e.g. "ARXIV:1706.03762") to fetch full details for

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "paper_id"
  ],
  "properties": {
    "paper_id": {
      "type": "string",
      "minLength": 1,
      "description": "Semantic Scholar paper ID (40-char hash), DOI (e.g. \"10.1038/nature14539\"), or ArXiv ID (e.g. \"ARXIV:1706.03762\") to fetch full details for"
    }
  },
  "additionalProperties": false
}

semanticscholar.papers.search

Search 200M+ academic papers by title and abstract text across all fields of study. Returns Semantic Scholar paper ID, DOI, title, year, venue, authors, citation count, and open-access PDF link when available. Complements openalex.works_search (broader topic classification) with Semantic Scholar's AI-driven relevance ranking and TLDR summaries. Call semanticscholar.get_paper with a result paper_id, DOI, or ArXiv ID for full detail including abstract and TLDR. Data: api.semanticscholar.org, no auth required.

read-only

Argument	Type	Description
limit	integer	Number of results to return (1-25, default 10)
query*	string	Search query across paper title and abstract (e.g. "transformer attention")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1-25, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query across paper title and abstract (e.g. \"transformer attention\")"
    }
  },
  "additionalProperties": false
}

sepa-scotland.rainfall.current

Get the latest telemetered rainfall reading for one SEPA gauge station by station_no. Returns the reading value (mm) and timestamp, the accumulation window in minutes, and the station's name and coordinates. Telemetry is transmitted once or twice per day. Call sepa-scotland.stations_search first to find a station_no. Data: SEPA, no auth required, Open Government Licence v3.0.

read-only

Argument	Type	Description
station_no*	string	SEPA rainfall gauge station number (e.g. "15018"). Obtain from sepa-scotland.stations_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_no"
  ],
  "properties": {
    "station_no": {
      "type": "string",
      "minLength": 1,
      "description": "SEPA rainfall gauge station number (e.g. \"15018\"). Obtain from sepa-scotland.stations_search."
    }
  },
  "additionalProperties": false
}

sepa-scotland.rainfall.history

Get historical rainfall totals for one SEPA gauge station by station_no, aggregated by period: "hourly" (last 7 days), "daily" (last month), or "monthly" (multi-year archive, commonly a decade or more). Returns a timestamped list of rainfall totals in mm. Call sepa-scotland.stations_search first to find a station_no. Data: SEPA, no auth required, Open Government Licence v3.0.

read-only

Argument	Type	Description
period	string	Aggregation period: "hourly" (last 7 days), "daily" (last month), or "monthly" (multi-year history). Default "daily".
station_no*	string	SEPA rainfall gauge station number (e.g. "15018"). Obtain from sepa-scotland.stations_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_no"
  ],
  "properties": {
    "period": {
      "enum": [
        "hourly",
        "daily",
        "monthly"
      ],
      "type": "string",
      "description": "Aggregation period: \"hourly\" (last 7 days), \"daily\" (last month), or \"monthly\" (multi-year history). Default \"daily\"."
    },
    "station_no": {
      "type": "string",
      "minLength": 1,
      "description": "SEPA rainfall gauge station number (e.g. \"15018\"). Obtain from sepa-scotland.stations_search."
    }
  },
  "additionalProperties": false
}

sepa-scotland.rainfall.stations

Search Scotland's ~280-gauge live rainfall telemetry network by station name substring (e.g. "Glasgow"), or list all stations. Returns each station's number, name, latitude/longitude, and latest reading (value in mm and timestamp). Call sepa-scotland.station_current or sepa-scotland.rainfall_history with a result's station_no for live or historical data. Data: SEPA (Scottish Environment Protection Agency), no auth required, Open Government Licence v3.0.

read-only

Argument	Type	Description
limit	integer	Maximum number of stations to return (1-50, default 20)
query	string	Substring to match against rainfall gauge station names (e.g. "Glasgow"). Omit to list all ~280 stations.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of stations to return (1-50, default 20)"
    },
    "query": {
      "type": "string",
      "description": "Substring to match against rainfall gauge station names (e.g. \"Glasgow\"). Omit to list all ~280 stations."
    }
  },
  "additionalProperties": false
}

shop.catalog.get

Full product card by sku: shipping_options, delivery_slots, refund_policy and the merchant's encryption key (for end-to-end encrypted order details).

read-only

Argument	Type	Description
sku*	string
merchant*	string	Merchant slug.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "merchant",
    "sku"
  ],
  "properties": {
    "sku": {
      "type": "string"
    },
    "merchant": {
      "type": "string",
      "description": "Merchant slug."
    }
  },
  "additionalProperties": false
}

shop.catalog.search

Full-text search in one merchant storefront (slug). Only active merchants and reviewed products; returns sku, title, price_usd, availability, requires_pii, fulfillment_mode. Page with next_cursor.

read-only

Argument	Type	Description
limit	integer
query	string
cursor	string
category	string
merchant*	string	Merchant slug.
max_price_usd	number

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "merchant"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1
    },
    "query": {
      "type": "string",
      "maxLength": 200
    },
    "cursor": {
      "type": "string"
    },
    "category": {
      "type": "string"
    },
    "merchant": {
      "type": "string",
      "description": "Merchant slug."
    },
    "max_price_usd": {
      "type": "number",
      "minimum": 0
    }
  },
  "additionalProperties": false
}

shop.merchant.accept_terms

Accept the four merchant documents (merchant-agreement, aup, dpa, refund-framework) by signing the APIbase acceptance message with the merchant wallet. Activates the merchant and returns the mk_live_ API key once.

Argument	Type	Description
method	string
wallet*	string
message*	string	The exact acceptance text (see docs/integrator.md).
signature*	string
doc_hashes*	array

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "wallet",
    "doc_hashes",
    "message",
    "signature"
  ],
  "properties": {
    "method": {
      "enum": [
        "wallet_signature",
        "checkbox+wallet_signature"
      ],
      "type": "string"
    },
    "wallet": {
      "type": "string"
    },
    "message": {
      "type": "string",
      "description": "The exact acceptance text (see docs/integrator.md)."
    },
    "signature": {
      "type": "string"
    },
    "doc_hashes": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "doc_id",
          "version",
          "sha256"
        ],
        "properties": {
          "doc_id": {
            "type": "string"
          },
          "sha256": {
            "type": "string"
          },
          "version": {
            "type": "string"
          }
        },
        "additionalProperties": false
      }
    }
  },
  "additionalProperties": false
}

shop.merchant.catalog_delete

Delete products by sku (needs catalog:write). Refused with 409 and quote_ids while an open quote holds one of the skus.

destructive

Argument	Type	Description
skus*	array

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "skus"
  ],
  "properties": {
    "skus": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 500,
      "minItems": 1
    }
  },
  "additionalProperties": false
}

shop.merchant.catalog_upsert

Create or update up to 500 products, idempotent by sku (needs catalog:write). Prices $1.00..limits.max_order_usd; one $0.01 __apibase_test item (is_test) is allowed. Items in a prohibited category come back in rejected[]; instruction-like text is saved as flagged and hidden until reviewed.

Argument	Type	Description
items*	array	F-2 items: sku, title, description, price_usd, category, ... (see docs/integrator.md#catalog).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "items"
  ],
  "properties": {
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": {}
      },
      "maxItems": 500,
      "description": "F-2 items: sku, title, description, price_usd, category, ... (see docs/integrator.md#catalog)."
    }
  },
  "additionalProperties": false
}

shop.merchant.check

Connection check for your merchant (any valid key): storefront initialize, tools/list = 6, a quote for the test SKU (voided at once, no payment), a signed webhook ping, and whether a PAID test order exists. Returns status connected|incomplete with per-step status ok|fail|skipped and a code; the public twin (statuses and codes only) is public_url.

No arguments.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}

shop.merchant.deactivate

Deactivate the storefront (needs orders:write). No new quotes; open orders stay serviceable with existing keys.

destructive

No arguments.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {}
}

shop.merchant.order_confirm

PAID -> CONFIRMED (needs orders:write); stops the confirm SLA (48 h by default). Repeating is a no-op. Another merchant's order is 404.

Argument	Type	Description
order_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "order_id"
  ],
  "properties": {
    "order_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.merchant.order_document

Attach an https:// link (invoice, receipt) to your order (needs orders:write); the paying buyer sees it in shop.order.get documents.

Argument	Type	Description
url*	string
order_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "order_id",
    "url"
  ],
  "properties": {
    "url": {
      "type": "string"
    },
    "order_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.merchant.order_ship

CONFIRMED -> SHIPPED for a physical order (needs orders:write): tracking {carrier, number, url?} and delivery_eta (ISO 8601); stops the ship SLA. Later, call again with delivered_at to mark it DELIVERED (starts the refund window). The buyer sees the tracking in shop.order.get. Repeating is a no-op.

Argument	Type	Description
order_id*	string
tracking	object
delivered_at	string
delivery_eta	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "order_id"
  ],
  "properties": {
    "order_id": {
      "type": "string"
    },
    "tracking": {
      "type": "object",
      "required": [
        "carrier",
        "number"
      ],
      "properties": {
        "url": {
          "type": "string"
        },
        "number": {
          "type": "string"
        },
        "carrier": {
          "type": "string"
        }
      },
      "additionalProperties": false
    },
    "delivered_at": {
      "type": "string"
    },
    "delivery_eta": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.merchant.orders_list

Your own orders (needs orders:read), newest first. Filters: state, since (ISO 8601); pass next_cursor back as cursor for the next page.

read-only

Argument	Type	Description
limit	integer
since	string
state	string
cursor	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1
    },
    "since": {
      "type": "string"
    },
    "state": {
      "type": "string"
    },
    "cursor": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.merchant.refund

Register a refund (needs refunds:write). The refund is YOUR transaction: send USDC back to the payer's wallet on the order's rail, then pass its tx_hash. APIbase only reads the chain and verifies: the transaction is confirmed, pays the payer, value >= amount. Verified: the order goes REFUND_PENDING -> REFUNDED (the refunds reach the order total) or PARTIALLY_REFUNDED (send further refunds until the total); otherwise 422 refund_rejected with the reason and the order is unchanged. More than the order total is 400. The platform fee is not returned. A transaction settles one refund only.

Argument	Type	Description
amount*	string
tx_hash*	string
order_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "order_id",
    "amount",
    "tx_hash"
  ],
  "properties": {
    "amount": {
      "type": "string"
    },
    "tx_hash": {
      "type": "string"
    },
    "order_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.merchant.register

Register a merchant (status pending). Sign the sign-in message (purpose register, nonce from GET /api/v1/shop/auth/nonce) with the merchant wallet. Returns the documents to accept via shop.merchant.accept_terms.

Argument	Type	Description
name*	string
slug*	string
wallet*	string
country*	string	ISO 3166-1 alpha-2
message*	string	Signed sign-in message (purpose register).
category*	string
site_url*	string
signature*	string
contact_email*	string
payout_wallet	string
encryption_key*	object
recovery_wallet	string
payout_wallet_base	string
payout_wallet_tempo	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "wallet",
    "slug",
    "name",
    "category",
    "country",
    "contact_email",
    "site_url",
    "encryption_key",
    "message",
    "signature"
  ],
  "properties": {
    "name": {
      "type": "string"
    },
    "slug": {
      "type": "string"
    },
    "wallet": {
      "type": "string"
    },
    "country": {
      "type": "string",
      "description": "ISO 3166-1 alpha-2"
    },
    "message": {
      "type": "string",
      "description": "Signed sign-in message (purpose register)."
    },
    "category": {
      "type": "string"
    },
    "site_url": {
      "type": "string"
    },
    "signature": {
      "type": "string"
    },
    "contact_email": {
      "type": "string"
    },
    "payout_wallet": {
      "type": "string"
    },
    "encryption_key": {
      "type": "object",
      "required": [
        "kid",
        "alg",
        "pub",
        "sig_by_wallet"
      ],
      "properties": {
        "alg": {
          "type": "string"
        },
        "kid": {
          "type": "string"
        },
        "pub": {
          "type": "string"
        },
        "sig_by_wallet": {
          "type": "string",
          "description": "EIP-191 signature by `wallet` over the encryption-key text."
        }
      },
      "additionalProperties": false
    },
    "recovery_wallet": {
      "type": "string"
    },
    "payout_wallet_base": {
      "type": "string"
    },
    "payout_wallet_tempo": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.merchant.rotate_key

Revoke the Bearer key used for this call and return a fresh mk_live_ key (shown once). Works for deactivated merchants too, so open orders can still be closed.

Argument	Type	Description
encryption_key	object	Optional: ALSO replace the buyer-data encryption key. New kid, same sig_by_wallet rule as registration. Envelopes sealed to the old kid are not re-encrypted: fetch them first.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "encryption_key": {
      "type": "object",
      "required": [
        "kid",
        "alg",
        "pub",
        "sig_by_wallet"
      ],
      "properties": {
        "alg": {
          "type": "string"
        },
        "kid": {
          "type": "string"
        },
        "pub": {
          "type": "string"
        },
        "sig_by_wallet": {
          "type": "string",
          "description": "EIP-191 signature by `wallet` over the encryption-key text."
        }
      },
      "description": "Optional: ALSO replace the buyer-data encryption key. New kid, same sig_by_wallet rule as registration. Envelopes sealed to the old kid are not re-encrypted: fetch them first.",
      "additionalProperties": false
    }
  },
  "additionalProperties": false
}

shop.merchant.stats

Your own sales statistics (needs stats:read), the test SKU excluded: quotes -> paid -> closed, gross/net/fee, average order, refunds, disputes, top-20 products, by rail, by agent (client name/version, user-agent family, 8-char wallet hash prefix), webhook success % and p95, overdue SLA counts, the Base fee receivable (owed, invoiced, open fee invoices). Optional from/to (ISO 8601, default last 30 days, at most 366), group day|week. format=csv returns one row per paid order with tx_hash (payer as hash prefix only). Cached for 60 s.

read-only

Argument	Type	Description
to	string
from	string
group	string
format	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "to": {
      "type": "string"
    },
    "from": {
      "type": "string"
    },
    "group": {
      "enum": [
        "day",
        "week"
      ],
      "type": "string"
    },
    "format": {
      "enum": [
        "json",
        "csv"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.merchant.webhook_set

Register (or update with endpoint_id) an https webhook endpoint for the events you pick (needs webhooks:write): order.paid, order.confirmed, order.shipped, order.delivered, order.cancelled, refund.requested, refund.verified, dispute.opened, catalog.rejected, merchant.key_rotated, merchant.keys_reissued, subscription.started, subscription.renewed, subscription.past_due, subscription.canceled, subscription.expired, subscription.pull_failed, stream.settle_due. The URL must resolve to public addresses only. A new endpoint returns its whsec_ signing secret ONCE. Deliveries are signed (X-APIbase-Signature: t=<unix>,v1=HMAC-SHA256(secret, t.body)); dedupe by order_id. Another merchant's endpoint_id is 404.

Argument	Type	Description
url*	string
events*	array
endpoint_id	string
rotate_secret	boolean

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url",
    "events"
  ],
  "properties": {
    "url": {
      "type": "string"
    },
    "events": {
      "type": "array",
      "items": {
        "type": "string"
      }
    },
    "endpoint_id": {
      "type": "string"
    },
    "rotate_secret": {
      "type": "boolean"
    }
  },
  "additionalProperties": false
}

shop.order.cancel

QUOTED: free cancel, the quote is voided and held stock released. After payment: before the merchant confirms it is always a refund (state REFUND_PENDING, due in 7 days); later only if the merchant accepts returns and the refund window is open, else 409 with the policy. Digital content delivered under waive_withdrawal cannot be cancelled.

destructive

Argument	Type	Description
reason*	string
order_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "order_id",
    "reason"
  ],
  "properties": {
    "reason": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1
    },
    "order_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.order.dispute

Open a dispute on an order you paid (PAID..DELIVERED). reason_code: not_received, not_as_described, duplicate, canceled_recurring, agent_error, other; note up to 1000 characters. The order becomes DISPUTED and the merchant has 7 days to answer (by refunding it); an unanswered dispute expires and counts in the merchant's reputation, which can suspend its quotes. A verified refund resolves the dispute. One open dispute per order; another identity's order is 404.

Argument	Type	Description
note	string
order_id*	string
reason_code*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "order_id",
    "reason_code"
  ],
  "properties": {
    "note": {
      "type": "string",
      "maxLength": 1000
    },
    "order_id": {
      "type": "string"
    },
    "reason_code": {
      "enum": [
        "not_received",
        "not_as_described",
        "duplicate",
        "canceled_recurring",
        "agent_error",
        "other"
      ],
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.order.get

Order state, events, tracking {carrier, number, url?} and delivery_eta (null until the merchant ships), refund_policy and tx_hash. For the identity that paid also: fulfillment (the delivered content, repeatable), documents (merchant links), merchant_contact {email, site_url} while the order is open (not once CLOSED). Poll this after a payment_pending answer.

read-only

Argument	Type	Description
order_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "order_id"
  ],
  "properties": {
    "order_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.order.pay

Pay a quote with x402 (X-Payment header on this /mcp call, exact total_usd to the merchant payout wallet). The payment is settled and its receipt awaited BEFORE anything is delivered: status paid carries order {order_id, state, tx_hash, fulfillment?}; payment_pending (receipt not seen within 30 s) carries order_id, poll shop.order.get; repeating the call without payment on a quote you already paid returns already_placed. Without a payment the result is an error carrying the 402 challenge (accepts[0].payTo/amount, extra.quote_id) and pay.mpp.url for MPP clients. Errors: 402 payment_amount_mismatch, 410 quote_expired (a new quote is attached), 429 test_sku_daily_cap, 422 pii_required (+ merchant_encryption_key), 409 merchant_key_rotated, 400 pii_plaintext_rejected.

Argument	Type	Description
pii	any	Buyer data the quote lists in requires_pii, ONE envelope per kind: {"<kind>": {kid, alg: "hpke-x25519-sha256-chacha20" \| "sealed-box-x25519", ciphertext_b64}}, encrypted to merchant_encryption_key (AAD = quote_id, max 16 KB). Plaintext is refused with 400 pii_plaintext_rejected.
quote_id*	string
buyer_company	string
waive_withdrawal	boolean

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "quote_id"
  ],
  "properties": {
    "pii": {
      "description": "Buyer data the quote lists in requires_pii, ONE envelope per kind: {\"<kind>\": {kid, alg: \"hpke-x25519-sha256-chacha20\" | \"sealed-box-x25519\", ciphertext_b64}}, encrypted to merchant_encryption_key (AAD = quote_id, max 16 KB). Plaintext is refused with 400 pii_plaintext_rejected."
    },
    "quote_id": {
      "type": "string"
    },
    "buyer_company": {
      "type": "string",
      "maxLength": 200
    },
    "waive_withdrawal": {
      "type": "boolean"
    }
  },
  "additionalProperties": false
}

shop.order.quote

Price snapshot for items of one merchant (slug): total_usd, expiry (15 min by default), stock held until then. Pay with x402 using pay.x402 (payTo, amount, network, asset, extra.quote_id). Physical items need shipping_option (an id from the product shipping_options; its price is added as shipping_usd) and, when the product lists delivery_slots, delivery_slot (held until the quote expires). A subscription item is quoted alone with subscribe: true (422 if the item has no subscription); the quote is period 1. Errors: 409 out_of_stock (alternatives), 409 slot_unavailable (alternatives = free slots), 429 test_sku_daily_cap.

Argument	Type	Description
items*	array
merchant*	string	Merchant slug.
buyer_ref	string
subscribe	boolean	true: quote period 1 of the item subscription (one item, qty 1). The answer carries subscription_terms.
delivery_slot	string
shipping_option	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "merchant",
    "items"
  ],
  "properties": {
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "sku",
          "qty"
        ],
        "properties": {
          "qty": {
            "type": "integer",
            "minimum": 1
          },
          "sku": {
            "type": "string"
          },
          "variant": {
            "type": "string"
          }
        },
        "additionalProperties": false
      },
      "minItems": 1
    },
    "merchant": {
      "type": "string",
      "description": "Merchant slug."
    },
    "buyer_ref": {
      "type": "string",
      "maxLength": 200
    },
    "subscribe": {
      "type": "boolean",
      "description": "true: quote period 1 of the item subscription (one item, qty 1). The answer carries subscription_terms."
    },
    "delivery_slot": {
      "type": "string"
    },
    "shipping_option": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.subscription.cancel

Cancel a subscription you pay for. The period already paid runs to current_period_end (access_until); no further renewal quotes are issued. Idempotent. Another identity's subscription is 404.

destructive

Argument	Type	Description
reason	string
subscription_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "subscription_id"
  ],
  "properties": {
    "reason": {
      "type": "string",
      "maxLength": 500
    },
    "subscription_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.subscription.confirm_pull

Tempo subscription of a merchant that runs its own renewal key: shop.subscription.get then carries pull_setup {key_id, token, limit, expiry, how}. Authorize that key address from the paying account (viem/tempo accessKey.authorize with expiry and limits [{token, amount: limit}], key address = pull_setup.key_id), then call this with the authorize tx_hash. The platform reads the keychain: the key must be authorized by the paying wallet, not revoked, not expired, and its remaining USDC limit must cover one period (400 keychain_not_authorized | keychain_expired | keychain_limit_too_low). On success pull_mode = tempo_keychain: the merchant renews each period with its key and pays the gas; you never sign again. Cancel with shop.subscription.cancel (the merchant then has nothing to pull) or revoke the key yourself with accessKey.revoke. Active or past_due, Tempo only; another identity's subscription is 404.

Argument	Type	Description
tx_hash*	string
subscription_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "subscription_id",
    "tx_hash"
  ],
  "properties": {
    "tx_hash": {
      "type": "string"
    },
    "subscription_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.subscription.get

Status of a subscription you pay for: status (active | past_due | canceled | expired), period_no, current_period_end, next_charge_at. From 72 h before to 72 h after current_period_end the answer carries renew {quote_id, expires_at, total_usd, period_no, pay}: pay that quote with x402 (shop.order.pay) to buy the next period; the same quote is returned while it lives, a new one once it expired. Nothing is charged automatically unless a pull is set up (pull_mode base_preauth, tempo_keychain or mpp_subscription): otherwise the buyer's agent renews by paying. pull_mode mpp_subscription (day/week plans paid on Tempo with the MPP subscription intent) shows renewal_key = the address of the key you authorized; the platform renews each period with it and pays the gas, and cancel never touches the chain (revoke the key yourself with accessKey.revoke). Once the period is over unpaid the call fails with 402 subscription_renewal_due (same renew attached); 72 h later the subscription is canceled (status_reason unpaid). Another identity's subscription is 404.

Argument	Type	Description
subscription_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "subscription_id"
  ],
  "properties": {
    "subscription_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

shop.subscription.preauthorize

Store 1..12 pre-signed USDC authorizations (EIP-3009 TransferWithAuthorization, signed with viem signTypedData) for the FUTURE periods of a Base subscription you pay for, so the platform pulls each period when it starts. Each authorization is for one period: from = the wallet that paid the subscription, to = the merchant payout wallet, value = the plan price in micro-USDC (when the platform fee is on, value = price - fee plus a second fee_authorization to the fee wallet for the fee; without it the fee is invoiced to the merchant), validAfter = the unix start of the period, validBefore 1 h to 72 h after it, a fresh nonce. The whole call is refused (422, nothing stored) if any item does not match. Nothing is debited early; cancel with shop.subscription.cancel (stored authorizations are never executed after it) or on-chain with cancelAuthorization(authorizer, nonce, signature) on the USDC contract. Status active or past_due, Base only; another identity's subscription is 404.

Argument	Type	Description
authorizations*	array
subscription_id*	string

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "subscription_id",
    "authorizations"
  ],
  "properties": {
    "authorizations": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "period_no",
          "authorization",
          "signature"
        ],
        "properties": {
          "period_no": {
            "type": "integer",
            "minimum": 2
          },
          "signature": {
            "type": "string"
          },
          "authorization": {
            "type": "object",
            "required": [
              "from",
              "to",
              "value",
              "validAfter",
              "validBefore",
              "nonce"
            ],
            "properties": {
              "to": {
                "type": "string"
              },
              "from": {
                "type": "string"
              },
              "nonce": {
                "type": "string"
              },
              "value": {
                "type": "string"
              },
              "validAfter": {
                "type": "string"
              },
              "validBefore": {
                "type": "string"
              }
            },
            "additionalProperties": false
          },
          "fee_authorization": {
            "type": "object",
            "required": [
              "authorization",
              "signature"
            ],
            "properties": {
              "signature": {
                "type": "string"
              },
              "authorization": {
                "type": "object",
                "required": [
                  "from",
                  "to",
                  "value",
                  "validAfter",
                  "validBefore",
                  "nonce"
                ],
                "properties": {
                  "to": {
                    "type": "string"
                  },
                  "from": {
                    "type": "string"
                  },
                  "nonce": {
                    "type": "string"
                  },
                  "value": {
                    "type": "string"
                  },
                  "validAfter": {
                    "type": "string"
                  },
                  "validBefore": {
                    "type": "string"
                  }
                },
                "additionalProperties": false
              }
            },
            "additionalProperties": false
          }
        },
        "additionalProperties": false
      },
      "maxItems": 12,
      "minItems": 1
    },
    "subscription_id": {
      "type": "string"
    }
  },
  "additionalProperties": false
}

smhi.weather.fire_risk

Get the 7-day daily fire weather risk forecast for a location in Sweden from SMHI. Provides the Canadian Forest Fire Weather Index (FWI) system adapted for Swedish conditions. Returns per-day values for: fwiindex (composite fire danger 1–6 scale), grassfire (grass fire risk 1–6), forestdry (forest drought index), fwi (Fire Weather Index), isi (Initial Spread Index), bui (Build-Up Index), ffmc (Fine Fuel Moisture Code), dmc (Duff Moisture Code), dc (Drought Code), plus weather inputs: t (temperature °C), ws (wind speed m/s), wd (wind direction °), r (relative humidity %), and accumulated precipitation over 1/2/3/5/7/10/14/20/30/40/50/60 days. fwiindex scale: 1=Very low, 2=Low, 3=Moderate, 4=High, 5=Very high, 6=Extreme. Covers Sweden only (lat 55–70°N, lon 10–30°E). No API key required — SMHI open data, Creative Commons BY 4.0.

read-only

Argument	Type	Description
period	string	Forecast period granularity. "daily" = 7 daily steps (default, recommended for planning). "hourly" = sub-daily steps with higher temporal resolution.
latitude*	number	Latitude in decimal degrees for the location in Sweden (55–70°N). Examples: 59.3293 = Stockholm, 55.6050 = Malmö, 65.5848 = Sundsvall.
longitude*	number	Longitude in decimal degrees for the location in Sweden (10–30°E). Examples: 18.0686 = Stockholm, 13.0038 = Malmö, 17.3102 = Sundsvall.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "period": {
      "enum": [
        "daily",
        "hourly"
      ],
      "type": "string",
      "default": "daily",
      "description": "Forecast period granularity. \"daily\" = 7 daily steps (default, recommended for planning). \"hourly\" = sub-daily steps with higher temporal resolution."
    },
    "latitude": {
      "type": "number",
      "maximum": 70,
      "minimum": 55,
      "description": "Latitude in decimal degrees for the location in Sweden (55–70°N). Examples: 59.3293 = Stockholm, 55.6050 = Malmö, 65.5848 = Sundsvall."
    },
    "longitude": {
      "type": "number",
      "maximum": 30,
      "minimum": 10,
      "description": "Longitude in decimal degrees for the location in Sweden (10–30°E). Examples: 18.0686 = Stockholm, 13.0038 = Malmö, 17.3102 = Sundsvall."
    }
  },
  "additionalProperties": false
}

smhi.weather.forecast

Get an 82-step hourly weather forecast (~10 days) for any point in Europe from the Swedish Meteorological and Hydrological Institute (SMHI). Uses SMHI's high-resolution NWP model (snow1g) covering most of Europe at ~2.5 km grid spacing. Each hourly step includes 25 parameters: air temperature (°C), wind speed (m/s), wind direction (°), wind gust (m/s), relative humidity (%), sea-level pressure (hPa), visibility (km), thunderstorm probability (%), cloud cover (%), precipitation amount (mm/h, with min/max/median), precipitation probability (%), frozen precipitation probability (%), symbol_code (WMO weather symbol 1–27). Swedish weather symbol codes: 1=clear sky, 2=nearly clear, 3=variable cloudiness, 4=half-cloudy, 5=cloudy, 6=overcast, 7=fog, 8=light rain, 9=moderate rain, 10=heavy rain, 11=thunderstorm, 12=light sleet, 13=moderate sleet, 14=heavy sleet, 15=light snow, 16=moderate snow, 17=heavy snow. No API key required — SMHI open data, Creative Commons BY 4.0.

read-only

Argument	Type	Description
latitude*	number	Latitude in decimal degrees (WGS84). Covers most of Europe. Examples: 59.3293 = Stockholm, 57.7089 = Göteborg, 67.8558 = Umeå, 51.5074 = London.
longitude*	number	Longitude in decimal degrees (WGS84). Covers most of Europe. Examples: 18.0686 = Stockholm, 11.9746 = Göteborg, 20.2253 = Umeå, -0.1278 = London.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude in decimal degrees (WGS84). Covers most of Europe. Examples: 59.3293 = Stockholm, 57.7089 = Göteborg, 67.8558 = Umeå, 51.5074 = London."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude in decimal degrees (WGS84). Covers most of Europe. Examples: 18.0686 = Stockholm, 11.9746 = Göteborg, 20.2253 = Umeå, -0.1278 = London."
    }
  },
  "additionalProperties": false
}

smhi.weather.observations

Get weather observations from a specific SMHI monitoring station in Sweden — current readings or time-series history (up to several months). SMHI operates 1000+ stations from southern Malmö to Abisko in the Arctic Circle. Stations measure different parameters: major airports (Stockholm-Arlanda, Göteborg-Landvetter) typically have temperature, wind, humidity, pressure, and visibility; automated rural stations may have just temperature and precipitation. Returns timestamp, numeric value, unit, and quality flag (G=approved, Y=provisional). Common station IDs: "97400" = Stockholm-Arlanda, "98230" = Stockholm-Observatoriekullen, "72630" = Göteborg, "61740" = Malmö, "188800" = Abisko (Lapland). Common parameter IDs: "1" = temperature (°C), "4" = wind speed (m/s), "6" = humidity (%), "9" = pressure (hPa), "39" = dew-point (°C). No API key required — SMHI open data, Creative Commons BY 4.0.

read-only

Argument	Type	Description
period	string	Time window for observations. "latest-hour" = most recent single reading. "latest-day" = last 24 hours with hourly readings (~25 values, default). "latest-months" = recent months of data (availability varies by station).
station_id*	string	SMHI weather station ID (numeric string). Common examples: "97400" = Stockholm-Arlanda Flygplats, "98230" = Stockholm-Observatoriekullen A, "72630" = Göteborg, "188800" = Abisko (Lapland), "61740" = Malmö. Station IDs can be found via the SMHI Open Data Meteorological Observations catalog (opendata-download-metobs.smhi.se) — over 1000 stations across Sweden.
parameter_id	string	SMHI measurement parameter ID. Defaults to "1" (air temperature, °C, hourly). Common values: "1" = air temperature (°C), "4" = wind speed (m/s), "6" = relative humidity (%), "9" = sea-level pressure (hPa), "12" = visibility (m), "39" = dew-point temperature (°C). Not all parameters are measured at every station.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "period": {
      "enum": [
        "latest-hour",
        "latest-day",
        "latest-months"
      ],
      "type": "string",
      "default": "latest-day",
      "description": "Time window for observations. \"latest-hour\" = most recent single reading. \"latest-day\" = last 24 hours with hourly readings (~25 values, default). \"latest-months\" = recent months of data (availability varies by station)."
    },
    "station_id": {
      "type": "string",
      "description": "SMHI weather station ID (numeric string). Common examples: \"97400\" = Stockholm-Arlanda Flygplats, \"98230\" = Stockholm-Observatoriekullen A, \"72630\" = Göteborg, \"188800\" = Abisko (Lapland), \"61740\" = Malmö. Station IDs can be found via the SMHI Open Data Meteorological Observations catalog (opendata-download-metobs.smhi.se) — over 1000 stations across Sweden."
    },
    "parameter_id": {
      "type": "string",
      "default": "1",
      "description": "SMHI measurement parameter ID. Defaults to \"1\" (air temperature, °C, hourly). Common values: \"1\" = air temperature (°C), \"4\" = wind speed (m/s), \"6\" = relative humidity (%), \"9\" = sea-level pressure (hPa), \"12\" = visibility (m), \"39\" = dew-point temperature (°C). Not all parameters are measured at every station."
    }
  },
  "additionalProperties": false
}

smhi.weather.warnings

Get all currently active official weather warnings issued by SMHI for Sweden. Returns event type, warning level, affected areas, and time windows in English. Warning levels: MESSAGE (advisory), YELLOW (moderate risk), ORANGE (significant risk), RED (extreme risk). Event types include: WIND (storm), PRECIPITATION (heavy rain/snow), THUNDERSTORM, SNOWFALL, SLEET, FIRE (wildfire risk), FROST, FOG, HIGH_TEMPERATURE, LOW_SEA_LEVEL, HIGH_SEA_LEVEL, WATER_SHORTAGE, WIND_SEA, AVALANCHE. Each warning specifies the Swedish counties (Länen) and municipalities affected. SMHI is the official Swedish meteorological authority — these are the same warnings issued to emergency services and broadcast to the Swedish public. No API key required — SMHI open data, Creative Commons BY 4.0.

read-only

Argument	Type	Description
language	string	Response language preference (not sent to API — all warnings include English). "en" = English area names (default). "sv" = Swedish area names.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "language": {
      "enum": [
        "en",
        "sv"
      ],
      "type": "string",
      "default": "en",
      "description": "Response language preference (not sent to API — all warnings include English). \"en\" = English area names (default). \"sv\" = Swedish area names."
    }
  },
  "additionalProperties": false
}

smithsonian.collection.record

Get full record for a Smithsonian Open Access item by ID — title, unit code (which of 19 museums), license (CC0 flag), record_link (canonical URL), data_source, online media (images/audio/video), freetext metadata, indexed structured fields. Use smithsonian.search to find IDs first (Smithsonian, CC0 subset)

read-only

Argument	Type	Description
id*	string	Smithsonian record ID from a previous search result (e.g. "edanmdm-nmnhvz_5068559" or "ld1-*"). Use smithsonian.search first to find IDs.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Smithsonian record ID from a previous search result (e.g. \"edanmdm-nmnhvz_5068559\" or \"ld1-*\"). Use smithsonian.search first to find IDs."
    }
  },
  "additionalProperties": false
}

smithsonian.collection.search

Full-text search across 11M+ records from 19 Smithsonian museums — art, artifacts, scientific specimens, archives. Filter by type (objects/species/archives/books/online_media/events/places), sort by relevancy/newest/updated/random, and CC0-only by default. Covers National Museum of Natural History, Air and Space, American Art, Portrait Gallery, Freer|Sackler, and more (Smithsonian Open Access, CC0 subset)

read-only

Argument	Type	Description
q*	string	Full-text search query. Example: "dinosaur", "picasso", "apollo 11". Supports EDAN query syntax (field:value, AND/OR).
rows	integer	Number of results to return (1-100, default 10).
sort	string	Sort order for results. Default: relevancy.
type	string	Filter by record type. E.g. "objects" for 3D objects, "species" for scientific specimens.
start	integer	Offset for pagination (default 0). Useful with rowCount from previous call.
cc0_only	boolean	Filter results to CC0-licensed records only (default true). Set false to include all records with their license field.
online_media_type	string	Filter to items that have media of a specific type.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Full-text search query. Example: \"dinosaur\", \"picasso\", \"apollo 11\". Supports EDAN query syntax (field:value, AND/OR)."
    },
    "rows": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results to return (1-100, default 10)."
    },
    "sort": {
      "enum": [
        "relevancy",
        "newest",
        "updated",
        "random"
      ],
      "type": "string",
      "description": "Sort order for results. Default: relevancy."
    },
    "type": {
      "enum": [
        "archives",
        "books",
        "online_media",
        "objects",
        "events",
        "places",
        "species"
      ],
      "type": "string",
      "description": "Filter by record type. E.g. \"objects\" for 3D objects, \"species\" for scientific specimens."
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Offset for pagination (default 0). Useful with rowCount from previous call."
    },
    "cc0_only": {
      "type": "boolean",
      "description": "Filter results to CC0-licensed records only (default true). Set false to include all records with their license field."
    },
    "online_media_type": {
      "enum": [
        "Images",
        "Sound recordings",
        "Videos"
      ],
      "type": "string",
      "description": "Filter to items that have media of a specific type."
    }
  },
  "additionalProperties": false
}

social.bluesky.feed

Get recent posts from a Bluesky user by handle — post text, timestamps, like/repost counts. Up to 100 posts per request (AT Protocol / Bluesky)

read-only

Argument	Type	Description
limit	integer	Number of posts to return (default 20, max 100)
handle*	string	Bluesky handle to get posts from (e.g. "jay.bsky.team")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "handle"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of posts to return (default 20, max 100)"
    },
    "handle": {
      "type": "string",
      "minLength": 3,
      "description": "Bluesky handle to get posts from (e.g. \"jay.bsky.team\")"
    }
  },
  "additionalProperties": false
}

social.bluesky.profile

Get a Bluesky user profile — display name, bio, avatar URL, follower/following/post counts, account creation date. Lookup by handle (e.g. "jay.bsky.team") (AT Protocol / Bluesky)

read-only

Argument	Type	Description
handle*	string	Bluesky handle (e.g. "jay.bsky.team", "pfrazee.com", "apibase.bsky.social")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "handle"
  ],
  "properties": {
    "handle": {
      "type": "string",
      "minLength": 3,
      "description": "Bluesky handle (e.g. \"jay.bsky.team\", \"pfrazee.com\", \"apibase.bsky.social\")"
    }
  },
  "additionalProperties": false
}

social.bluesky.search

Search posts across the Bluesky decentralized social network by keyword. Returns post text, author handle, display name, like/repost/reply counts, timestamps. Sort by relevance or latest. Filter by language (AT Protocol / Bluesky)

read-only

Argument	Type	Description
q*	string	Search query for Bluesky posts (e.g. "MCP server", "AI agents", "Claude")
lang	string	Filter by language code (e.g. "en", "ja", "pt")
sort	string	Sort order: "top" (relevance) or "latest" (chronological)
limit	integer	Max results (default 25, max 100)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Search query for Bluesky posts (e.g. \"MCP server\", \"AI agents\", \"Claude\")"
    },
    "lang": {
      "type": "string",
      "description": "Filter by language code (e.g. \"en\", \"ja\", \"pt\")"
    },
    "sort": {
      "enum": [
        "top",
        "latest"
      ],
      "type": "string",
      "description": "Sort order: \"top\" (relevance) or \"latest\" (chronological)"
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max results (default 25, max 100)"
    }
  },
  "additionalProperties": false
}

social.mastodon.tags

Trending hashtags on Mastodon — top topics with usage counts. Track social media trends on the decentralized network. No auth needed (Mastodon.social)

read-only

Argument	Type	Description
limit	integer	Number of trending hashtags to return (default 10, max 20)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of trending hashtags to return (default 10, max 20)"
    }
  },
  "additionalProperties": false
}

social.mastodon.trending

Trending posts on Mastodon (Fediverse) — popular content across the decentralized social network. Returns post text, author, reblogs, favourites, replies. No auth needed, $0 upstream (Mastodon.social)

read-only

Argument	Type	Description
limit	integer	Number of trending posts to return (default 10, max 40)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Number of trending posts to return (default 10, max 40)"
    }
  },
  "additionalProperties": false
}

socrata.datasets.detail

Get full metadata and column schema for one dataset on a specific Socrata portal — description, attribution, tags, view/download counts, last data update time, and the full column list (name, field name, data type, description). Use socrata.dataset_search first to find a domain + dataset_id. Data: per-portal Socrata views API (e.g. data.cityofnewyork.us), no auth required.

read-only

Argument	Type	Description
domain*	string	Socrata portal hostname, e.g. "data.cityofnewyork.us" (from socrata.dataset_search results)
dataset_id*	string	Socrata dataset 4x4 identifier, e.g. "erm2-nwe9" (from socrata.dataset_search results)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain",
    "dataset_id"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Socrata portal hostname, e.g. \"data.cityofnewyork.us\" (from socrata.dataset_search results)"
    },
    "dataset_id": {
      "type": "string",
      "pattern": "^[a-z0-9]{4}-[a-z0-9]{4}$",
      "description": "Socrata dataset 4x4 identifier, e.g. \"erm2-nwe9\" (from socrata.dataset_search results)"
    }
  },
  "additionalProperties": false
}

socrata.datasets.query

Run a SoQL query against a specific dataset's actual data rows on a Socrata portal — supports $select, $where, $order, $group, $limit, and $offset clauses (see socrata.dataset_metadata for column names). Returns the matching rows as JSON. Use socrata.dataset_search first to find a domain + dataset_id. Data: per-portal Socrata resource API (e.g. data.cityofnewyork.us), no auth required.

read-only

Argument	Type	Description
group	string	SoQL $group clause, e.g. "complaint_type"
limit	integer	Max rows to return, 1-1000 (default 50)
order	string	SoQL $order clause, e.g. "created_date DESC"
where	string	SoQL $where clause, e.g. "borough='BROOKLYN'" or "created_date>'2026-01-01'"
domain*	string	Socrata portal hostname, e.g. "data.cityofnewyork.us" (from socrata.dataset_search results)
offset	integer	Pagination offset (default 0)
select	string	SoQL $select clause, e.g. "complaint_type,count(*)" (see socrata.dataset_metadata for column names)
dataset_id*	string	Socrata dataset 4x4 identifier, e.g. "erm2-nwe9" (from socrata.dataset_search results)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain",
    "dataset_id"
  ],
  "properties": {
    "group": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "SoQL $group clause, e.g. \"complaint_type\""
    },
    "limit": {
      "type": "integer",
      "maximum": 1000,
      "minimum": 1,
      "description": "Max rows to return, 1-1000 (default 50)"
    },
    "order": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "SoQL $order clause, e.g. \"created_date DESC\""
    },
    "where": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "SoQL $where clause, e.g. \"borough='BROOKLYN'\" or \"created_date>'2026-01-01'\""
    },
    "domain": {
      "type": "string",
      "maxLength": 253,
      "minLength": 3,
      "description": "Socrata portal hostname, e.g. \"data.cityofnewyork.us\" (from socrata.dataset_search results)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset (default 0)"
    },
    "select": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "SoQL $select clause, e.g. \"complaint_type,count(*)\" (see socrata.dataset_metadata for column names)"
    },
    "dataset_id": {
      "type": "string",
      "pattern": "^[a-z0-9]{4}-[a-z0-9]{4}$",
      "description": "Socrata dataset 4x4 identifier, e.g. \"erm2-nwe9\" (from socrata.dataset_search results)"
    }
  },
  "additionalProperties": false
}

socrata.datasets.search

Search the Socrata Discovery API — a single cross-portal catalog covering thousands of independently-hosted government/civic open-data portals worldwide (NYC, HHS, states, counties, and more) — by free-text query, portal domain, category, and/or tags. Returns each dataset's id, name, description, hosting domain, category, tags, license, and URL. Use the returned domain + id with socrata.dataset_metadata or socrata.query_dataset. Data: api.us.socrata.com, no auth required.

read-only

Argument	Type	Description
only	string	Asset type to return (default "dataset")
tags	string	Comma-separated tag filter, e.g. "budget,finance"
limit	integer	Max results to return, 1-50 (default 10)
query	string	Free-text search across dataset name/description/tags, e.g. "covid" or "budget"
offset	integer	Pagination offset (default 0)
domains	string	Comma-separated Socrata portal hostname(s) to scope the search to, e.g. "data.cityofnewyork.us"
category	string	Filter by Socrata domain category, e.g. "Health", "Transportation", "Public Safety"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "only": {
      "enum": [
        "dataset",
        "chart",
        "map",
        "file",
        "story",
        "href"
      ],
      "type": "string",
      "description": "Asset type to return (default \"dataset\")"
    },
    "tags": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Comma-separated tag filter, e.g. \"budget,finance\""
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max results to return, 1-50 (default 10)"
    },
    "query": {
      "type": "string",
      "maxLength": 200,
      "minLength": 1,
      "description": "Free-text search across dataset name/description/tags, e.g. \"covid\" or \"budget\""
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset (default 0)"
    },
    "domains": {
      "type": "string",
      "maxLength": 500,
      "minLength": 1,
      "description": "Comma-separated Socrata portal hostname(s) to scope the search to, e.g. \"data.cityofnewyork.us\""
    },
    "category": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Filter by Socrata domain category, e.g. \"Health\", \"Transportation\", \"Public Safety\""
    }
  },
  "additionalProperties": false
}

soil.survey.properties

Get USDA SSURGO soil properties for a US location by lat/lon (WGS84). Returns dominant component(s) with depth-stratified horizons including drainage class, taxonomic class, pH, organic matter %, and sand/silt/clay percentages per horizon. Coverage: US continental + Alaska + Hawaii + territories; international/water/unsurveyed points return empty components array. Authoritative source: NRCS Soil Data Access (no auth, unlimited free, US Gov open data)

read-only

Argument	Type	Description
lat*	number	Latitude in WGS84 decimal degrees (e.g. 42.0 for central Iowa farmland, 38.89 for Washington DC). Coverage: US continental + Alaska + Hawaii + territories.
lon*	number	Longitude in WGS84 decimal degrees (e.g. -93.5 for central Iowa, -77.03 for Washington DC). Note: longitude FIRST in coordinate pairs only matters for SQL — this field is independent.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lon"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude in WGS84 decimal degrees (e.g. 42.0 for central Iowa farmland, 38.89 for Washington DC). Coverage: US continental + Alaska + Hawaii + territories."
    },
    "lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude in WGS84 decimal degrees (e.g. -93.5 for central Iowa, -77.03 for Washington DC). Note: longitude FIRST in coordinate pairs only matters for SQL — this field is independent."
    }
  },
  "additionalProperties": false
}

solar.system.bodies

List solar system bodies — planets, moons, asteroids, comets, dwarf planets. Returns name, body type, gravity, radius, and moon count. 1,400+ bodies. Filter by type. Source: Solar System OpenData (MIT license).

read-only

Argument	Type	Description
body_type	string	Filter by body type: planet, moon, asteroid, comet, dwarf_planet, or all (default: all)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "body_type": {
      "enum": [
        "planet",
        "moon",
        "asteroid",
        "comet",
        "dwarf_planet",
        "all"
      ],
      "type": "string",
      "description": "Filter by body type: planet, moon, asteroid, comet, dwarf_planet, or all (default: all)"
    }
  },
  "additionalProperties": false
}

solar.system.body_details

Get comprehensive data for a solar system body — mass, radius, density, gravity, escape velocity, temperature, axial tilt, orbital period, semi-major axis, eccentricity, inclination, discoverer, and list of moons. Source: Solar System OpenData.

read-only

Argument	Type	Description
id*	string	Body ID from search results (e.g. "mars", "jupiter", "moon", "europa", "ceres")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "Body ID from search results (e.g. \"mars\", \"jupiter\", \"moon\", \"europa\", \"ceres\")"
    }
  },
  "additionalProperties": false
}

space.swpc.aurora

Latest OVATION aurora visibility forecast aggregated into 10-degree latitude bands. Returns observation/forecast times plus top northern and southern hemisphere bands by max aurora probability — useful for aurora-tourism agents and high-latitude visibility checks. Source: NOAA SWPC (NODD public domain)

read-only

Argument	Type	Description
refresh	boolean	No-op flag for cache busting. Set to true to bypass the 5-minute cache and fetch the latest aurora oval forecast.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "refresh": {
      "type": "boolean",
      "description": "No-op flag for cache busting. Set to true to bypass the 5-minute cache and fetch the latest aurora oval forecast."
    }
  },
  "additionalProperties": false
}

space.swpc.k_index

Current planetary K-index with G1-G5 storm severity classification, plus the maximum K-index observed in the rolling 6-hour window. Returns latest reading, window_max, and the last N 1-minute observations. Source: NOAA SWPC real-time stream (NODD public domain)

read-only

Argument	Type	Description
points	integer	Number of recent 1-minute K-index readings to return alongside the latest reading (default 30, max 120). The full 6-hour rolling window is always scanned for the window_max field regardless of this value.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "points": {
      "type": "integer",
      "maximum": 120,
      "minimum": 1,
      "description": "Number of recent 1-minute K-index readings to return alongside the latest reading (default 30, max 120). The full 6-hour rolling window is always scanned for the window_max field regardless of this value."
    }
  },
  "additionalProperties": false
}

space.swpc.solar_regions

Currently active sunspot regions with NOAA AR number, location (heliographic), area, spot class, magnetic class, and 24-hour C/M/X-class flare probabilities. Sorted by most recently observed first. Source: NOAA SWPC (NODD public domain)

read-only

Argument	Type	Description
limit	integer	Max number of active sunspot regions to return, sorted by most recently observed first (default 20, max 50). Each entry includes NOAA AR number, location, magnetic class, and C/M/X-class flare probabilities.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max number of active sunspot regions to return, sorted by most recently observed first (default 20, max 50). Each entry includes NOAA AR number, location, magnetic class, and C/M/X-class flare probabilities."
    }
  },
  "additionalProperties": false
}

space.swpc.solar_wind

Real-time solar wind speed (km/s), proton density (per cm³), and temperature (K) from the ACE/DSCOVR L1 monitors. Returns the latest reading plus the last N 1-minute observations. Source: NOAA SWPC RTSW (NODD public domain)

read-only

Argument	Type	Description
points	integer	Number of recent 1-minute solar-wind readings to return alongside the latest reading (default 20, max 60). Each reading includes proton speed (km/s), density (per cm³), temperature (K), and quality score.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "points": {
      "type": "integer",
      "maximum": 60,
      "minimum": 1,
      "description": "Number of recent 1-minute solar-wind readings to return alongside the latest reading (default 20, max 60). Each reading includes proton speed (km/s), density (per cm³), temperature (K), and quality score."
    }
  },
  "additionalProperties": false
}

spending.federal.agency

Search federal awards by agency name (e.g. "Defense", "NASA", "Health and Human Services"). Returns top awards by amount for a fiscal year. Source: USAspending.gov — covers all federal agencies.

read-only

Argument	Type	Description
limit	integer	Number of top awards to return (1-25, default 10)
agency_name*	string	Federal agency name or keyword (e.g. "Defense", "NASA", "Health and Human Services")
fiscal_year	integer	Fiscal year (e.g. 2025). Default: current year.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "agency_name"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of top awards to return (1-25, default 10)"
    },
    "agency_name": {
      "type": "string",
      "minLength": 1,
      "description": "Federal agency name or keyword (e.g. \"Defense\", \"NASA\", \"Health and Human Services\")"
    },
    "fiscal_year": {
      "type": "integer",
      "maximum": 2026,
      "minimum": 2000,
      "description": "Fiscal year (e.g. 2025). Default: current year."
    }
  },
  "additionalProperties": false
}

spending.federal.awards

Search 60M+ US federal contract and grant awards by keyword, recipient, or NAICS code. Returns award amount, recipient, agency, dates, and description. Sorted by amount descending. Source: USAspending.gov (DATA Act mandate, US Gov open data).

read-only

Argument	Type	Description
limit	integer	Number of results to return (1-25, default 10)
keyword*	string	Search keyword for federal awards (e.g. "artificial intelligence", "cybersecurity", company name)
award_type	string	Filter by award type: contracts, grants, or all (default: all)
fiscal_year	integer	Fiscal year to filter (e.g. 2025). Default: current year.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "keyword"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Number of results to return (1-25, default 10)"
    },
    "keyword": {
      "type": "string",
      "minLength": 1,
      "description": "Search keyword for federal awards (e.g. \"artificial intelligence\", \"cybersecurity\", company name)"
    },
    "award_type": {
      "enum": [
        "contracts",
        "grants",
        "all"
      ],
      "type": "string",
      "description": "Filter by award type: contracts, grants, or all (default: all)"
    },
    "fiscal_year": {
      "type": "integer",
      "maximum": 2026,
      "minimum": 2000,
      "description": "Fiscal year to filter (e.g. 2025). Default: current year."
    }
  },
  "additionalProperties": false
}

spending.federal.geography

Get total US federal spending by state for contracts, grants, or all awards in a fiscal year. Returns all 50+ states sorted by spending amount. Useful for regional economic analysis and policy research. Source: USAspending.gov.

read-only

Argument	Type	Description
award_type	string	Filter by award type: contracts, grants, or all (default: all)
fiscal_year	integer	Fiscal year (e.g. 2025). Default: current year.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "award_type": {
      "enum": [
        "contracts",
        "grants",
        "all"
      ],
      "type": "string",
      "description": "Filter by award type: contracts, grants, or all (default: all)"
    },
    "fiscal_year": {
      "type": "integer",
      "maximum": 2026,
      "minimum": 2017,
      "description": "Fiscal year (e.g. 2025). Default: current year."
    }
  },
  "additionalProperties": false
}

spoonacular.ingredients.search

Search 86K+ food ingredients with nutrition data — sortable by calories, protein, fat, or carbs (Spoonacular)

read-only

Argument	Type	Description
sort	string	Sort results by nutrient value
query*	string	Ingredient search query (e.g. "banana", "olive oil", "chicken breast")
number	integer	Number of results to return (default 10, max 100)
sort_direction	string	Sort direction (default asc)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "sort": {
      "enum": [
        "calories",
        "protein",
        "fat",
        "carbs"
      ],
      "type": "string",
      "description": "Sort results by nutrient value"
    },
    "query": {
      "type": "string",
      "description": "Ingredient search query (e.g. \"banana\", \"olive oil\", \"chicken breast\")"
    },
    "number": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results to return (default 10, max 100)"
    },
    "sort_direction": {
      "enum": [
        "asc",
        "desc"
      ],
      "type": "string",
      "description": "Sort direction (default asc)"
    }
  },
  "additionalProperties": false
}

spoonacular.recipes.analyze

Analyze a recipe by title and ingredient list — returns full nutrition breakdown, dietary labels, and caloric distribution (Spoonacular)

read-only

Argument	Type	Description
title*	string	Recipe title (e.g. "Spaghetti Carbonara")
servings	integer	Number of servings (default 1)
ingredients*	array	List of ingredient strings (e.g. ["200g spaghetti", "100g guanciale", "2 eggs"])
instructions	string	Cooking instructions as plain text

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "title",
    "ingredients"
  ],
  "properties": {
    "title": {
      "type": "string",
      "description": "Recipe title (e.g. \"Spaghetti Carbonara\")"
    },
    "servings": {
      "type": "integer",
      "minimum": 1,
      "description": "Number of servings (default 1)"
    },
    "ingredients": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "List of ingredient strings (e.g. [\"200g spaghetti\", \"100g guanciale\", \"2 eggs\"])"
    },
    "instructions": {
      "type": "string",
      "description": "Cooking instructions as plain text"
    }
  },
  "additionalProperties": false
}

spoonacular.recipes.by_ingredients

Find recipes using ingredients you have on hand — shows used/missing ingredients count, ranked by ingredient match (Spoonacular)

read-only

Argument	Type	Description
number	integer	Number of results to return (default 10, max 100)
ranking	integer	Ranking mode: 1 = maximize used ingredients, 2 = minimize missing ingredients (default 1)
ingredients*	string	Comma-separated list of ingredients you have (e.g. "chicken,rice,tomato")
ignore_pantry	boolean	Ignore common pantry items like water, flour, salt (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "ingredients"
  ],
  "properties": {
    "number": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results to return (default 10, max 100)"
    },
    "ranking": {
      "type": "integer",
      "maximum": 2,
      "minimum": 1,
      "description": "Ranking mode: 1 = maximize used ingredients, 2 = minimize missing ingredients (default 1)"
    },
    "ingredients": {
      "type": "string",
      "description": "Comma-separated list of ingredients you have (e.g. \"chicken,rice,tomato\")"
    },
    "ignore_pantry": {
      "type": "boolean",
      "description": "Ignore common pantry items like water, flour, salt (default false)"
    }
  },
  "additionalProperties": false
}

spoonacular.recipes.details

Get full recipe details by ID — ingredients, step-by-step instructions, nutrition facts, dietary labels, prep time, servings, and price per serving (Spoonacular)

read-only

Argument	Type	Description
id*	integer	Spoonacular recipe ID (from recipe_search or by_ingredients results)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "Spoonacular recipe ID (from recipe_search or by_ingredients results)"
    }
  },
  "additionalProperties": false
}

spoonacular.recipes.search

Search 365K+ recipes with dietary filters (vegan, keto, gluten-free), cuisine, meal type, and max prep time — includes nutrition data per result (Spoonacular)

read-only

Argument	Type	Description
diet	string	Diet filter: gluten free, ketogenic, vegetarian, lacto-vegetarian, ovo-vegetarian, vegan, pescetarian, paleo, primal, whole30
type	string	Meal type: main course, side dish, dessert, appetizer, salad, bread, breakfast, soup, beverage, sauce, marinade, fingerfood, snack, drink
query	string	Search query for recipes (e.g. "pasta", "chicken soup")
number	integer	Number of results to return (default 10, max 100)
offset	integer	Offset for pagination (default 0)
cuisine	string	Cuisine filter — comma-separated (e.g. "italian", "mexican,chinese")
intolerances	string	Intolerances filter — comma-separated (e.g. "dairy,gluten,peanut,shellfish")
max_ready_time	integer	Maximum preparation time in minutes

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "diet": {
      "type": "string",
      "description": "Diet filter: gluten free, ketogenic, vegetarian, lacto-vegetarian, ovo-vegetarian, vegan, pescetarian, paleo, primal, whole30"
    },
    "type": {
      "type": "string",
      "description": "Meal type: main course, side dish, dessert, appetizer, salad, bread, breakfast, soup, beverage, sauce, marinade, fingerfood, snack, drink"
    },
    "query": {
      "type": "string",
      "description": "Search query for recipes (e.g. \"pasta\", \"chicken soup\")"
    },
    "number": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of results to return (default 10, max 100)"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Offset for pagination (default 0)"
    },
    "cuisine": {
      "type": "string",
      "description": "Cuisine filter — comma-separated (e.g. \"italian\", \"mexican,chinese\")"
    },
    "intolerances": {
      "type": "string",
      "description": "Intolerances filter — comma-separated (e.g. \"dairy,gluten,peanut,shellfish\")"
    },
    "max_ready_time": {
      "type": "integer",
      "description": "Maximum preparation time in minutes"
    }
  },
  "additionalProperties": false
}

sports.basketball.games

Basketball games and scores — NBA, EuroLeague, and 100+ leagues worldwide. Filter by date, league, season, team. Live and historical data (API-Sports)

read-only

Argument	Type	Description
date	string	Date in YYYY-MM-DD format. Returns all basketball games for that day.
team	integer	Team ID to filter games
league	integer	League ID (e.g. 12 = NBA)
season	string	Season (e.g. "2025-2026")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "description": "Date in YYYY-MM-DD format. Returns all basketball games for that day."
    },
    "team": {
      "type": "integer",
      "description": "Team ID to filter games"
    },
    "league": {
      "type": "integer",
      "description": "League ID (e.g. 12 = NBA)"
    },
    "season": {
      "type": "string",
      "description": "Season (e.g. \"2025-2026\")"
    }
  },
  "additionalProperties": false
}

sports.bdl.games

Get NBA and NFL game results by date — scores, teams, status (Final/In Progress/Scheduled). Filter by date, season, or team. Covers all NBA and NFL games with real-time scores (BallDontLie)

read-only

Argument	Type	Description
date	string	Game date (YYYY-MM-DD, e.g. "2026-03-29"). Returns all games on that date
limit	integer	Max results (1-25, default 10)
sport	string	Sport league: "nba" (default) or "nfl"
season	integer	Season year (e.g. 2025 for 2025-26 season)
team_id	integer	Filter by team ID (get IDs from bdl.teams)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "description": "Game date (YYYY-MM-DD, e.g. \"2026-03-29\"). Returns all games on that date"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Max results (1-25, default 10)"
    },
    "sport": {
      "enum": [
        "nba",
        "nfl"
      ],
      "type": "string",
      "default": "nba",
      "description": "Sport league: \"nba\" (default) or \"nfl\""
    },
    "season": {
      "type": "integer",
      "description": "Season year (e.g. 2025 for 2025-26 season)"
    },
    "team_id": {
      "type": "integer",
      "description": "Filter by team ID (get IDs from bdl.teams)"
    }
  },
  "additionalProperties": false
}

sports.bdl.players

Search NBA players by name — returns position, jersey number, and current team. Example: "lebron" → LeBron James #23 F, Los Angeles Lakers (BallDontLie)

read-only

Argument	Type	Description
limit	integer	Max results (1-25, default 10)
search	string	Search by player name (e.g. "lebron", "curry", "mahomes")
team_id	integer	Filter by team ID

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Max results (1-25, default 10)"
    },
    "search": {
      "type": "string",
      "description": "Search by player name (e.g. \"lebron\", \"curry\", \"mahomes\")"
    },
    "team_id": {
      "type": "integer",
      "description": "Filter by team ID"
    }
  },
  "additionalProperties": false
}

sports.bdl.teams

List NBA and NFL teams with conference, division, city, and abbreviation. Filter by conference (East/West for NBA, AFC/NFC for NFL) or division (BallDontLie)

read-only

Argument	Type	Description
limit	integer	Max results (1-30, default 30)
sport	string	Sport league: "nba" (default) or "nfl"
division	string	Filter by division (e.g. "Atlantic", "Pacific" for NBA)
conference	string	Filter by conference (e.g. "East", "West" for NBA; "AFC", "NFC" for NFL)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 30,
      "maximum": 30,
      "minimum": 1,
      "description": "Max results (1-30, default 30)"
    },
    "sport": {
      "enum": [
        "nba",
        "nfl"
      ],
      "type": "string",
      "default": "nba",
      "description": "Sport league: \"nba\" (default) or \"nfl\""
    },
    "division": {
      "type": "string",
      "description": "Filter by division (e.g. \"Atlantic\", \"Pacific\" for NBA)"
    },
    "conference": {
      "type": "string",
      "description": "Filter by conference (e.g. \"East\", \"West\" for NBA; \"AFC\", \"NFC\" for NFL)"
    }
  },
  "additionalProperties": false
}

sports.football.fixtures

Football/soccer fixtures, live scores, and results — filter by date, league (Premier League, La Liga, Champions League...), team. 2000+ leagues, 171 countries. 362+ fixtures per day (API-Sports)

read-only

Argument	Type	Description
date	string	Date in YYYY-MM-DD format (e.g. "2026-03-20"). Returns all fixtures for that day.
live	boolean	Set to true to get only live/in-play fixtures
team	integer	Team ID to filter fixtures
league	integer	League ID (e.g. 39 = Premier League, 140 = La Liga, 78 = Bundesliga)
season	integer	Season year (e.g. 2025)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "description": "Date in YYYY-MM-DD format (e.g. \"2026-03-20\"). Returns all fixtures for that day."
    },
    "live": {
      "type": "boolean",
      "description": "Set to true to get only live/in-play fixtures"
    },
    "team": {
      "type": "integer",
      "description": "Team ID to filter fixtures"
    },
    "league": {
      "type": "integer",
      "description": "League ID (e.g. 39 = Premier League, 140 = La Liga, 78 = Bundesliga)"
    },
    "season": {
      "type": "integer",
      "description": "Season year (e.g. 2025)"
    }
  },
  "additionalProperties": false
}

sports.football.leagues

Search football leagues and cups by country or name. Returns league ID, name, type (league/cup), country, logo. Use IDs for fixtures and standings queries (API-Sports)

read-only

Argument	Type	Description
search	string	Search league by name (e.g. "Premier", "Champions")
country	string	Country name to filter leagues (e.g. "England", "Spain", "Germany")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "search": {
      "type": "string",
      "description": "Search league by name (e.g. \"Premier\", \"Champions\")"
    },
    "country": {
      "type": "string",
      "description": "Country name to filter leagues (e.g. \"England\", \"Spain\", \"Germany\")"
    }
  },
  "additionalProperties": false
}

sports.football.standings

League table/standings — rank, points, wins, draws, losses, goals for/against. All major leagues: Premier League (39), La Liga (140), Bundesliga (78), Serie A (135), Ligue 1 (61) (API-Sports)

read-only

Argument	Type	Description
league*	integer	League ID (e.g. 39 = Premier League, 140 = La Liga, 135 = Serie A)
season	integer	Season year (default: current season, e.g. 2025)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "league"
  ],
  "properties": {
    "league": {
      "type": "integer",
      "description": "League ID (e.g. 39 = Premier League, 140 = La Liga, 135 = Serie A)"
    },
    "season": {
      "type": "integer",
      "description": "Season year (default: current season, e.g. 2025)"
    }
  },
  "additionalProperties": false
}

ssbnorway.data.metadata

Get the full metadata for a specific SSB table — dimension codes, valid value codes, and human-readable labels needed to construct a data query. Returns table title, last-updated timestamp, and an array of variables (dimensions) each with its code (e.g. "Region"), readable name, list of valid value codes, and corresponding labels. This is the required second step before querying data: call ssbnorway.data.search to find a table ID, then ssbnorway.data.metadata to learn the dimension codes and valid values, then ssbnorway.data.query to retrieve actual data. Common table IDs: "07459" (population by region/sex/age/year), "09842" (GDP per capita), "05111" (labour force), "03013" (CPI).

read-only

Argument	Type	Description
table_id*	string	SSB table ID (numeric string). Obtain from ssbnorway.search results. Common tables: "07459" (population by region/sex/age/year), "09842" (GDP per capita by year), "05111" (labour force status by sex/age/year), "03013" (CPI / consumer price index by year), "08655" (exports/imports by product/country/year). Returns dimension codes and valid values required for ssbnorway.query.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_id"
  ],
  "properties": {
    "table_id": {
      "type": "string",
      "description": "SSB table ID (numeric string). Obtain from ssbnorway.search results. Common tables: \"07459\" (population by region/sex/age/year), \"09842\" (GDP per capita by year), \"05111\" (labour force status by sex/age/year), \"03013\" (CPI / consumer price index by year), \"08655\" (exports/imports by product/country/year). Returns dimension codes and valid values required for ssbnorway.query."
    }
  },
  "additionalProperties": false
}

ssbnorway.data.query

Fetch statistical data from a specific SSB Norway table using dimension filters. Returns a JSON-stat2 dataset with dimension labels, value arrays, and metadata (updated timestamp, source, notes). Use ssbnorway.data.search to find the table ID, ssbnorway.data.metadata to get valid dimension codes and values, then pass them here as a query array. Each filter specifies a dimension code and selected values. Use filter="item" with specific value codes to select rows, filter="top" with count to get the N most recent years. Unfiltered dimensions with elimination=true are aggregated into totals. Covers 1,900+ statistical domains across Norway.

read-only

Argument	Type	Description
query*	array	Array of dimension filters. Each filter selects specific values for one variable. Unfiltered dimensions are aggregated (eliminated) if elimination=true, or omitted. Example: [{code:'ContentsCode',selection:{filter:'item',values:['Personer1']}}, {code:'Tid',selection:{filter:'top',values:['3']}}]. Response is JSON-stat2 with label, updated, dimension map, and values array.
table_id*	string	SSB table ID to query — the numeric ID from ssbnorway.search or ssbnorway.metadata. Example: "07459" for population, "09842" for GDP.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_id",
    "query"
  ],
  "properties": {
    "query": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "code",
          "selection"
        ],
        "properties": {
          "code": {
            "type": "string",
            "description": "Dimension code from ssbnorway.metadata variables[].code. Examples: 'Region', 'Kjonn', 'Alder', 'ContentsCode', 'Tid'."
          },
          "selection": {
            "type": "object",
            "required": [
              "filter",
              "values"
            ],
            "properties": {
              "filter": {
                "type": "string",
                "description": "Filter type. Use 'item' to select specific values by code, 'top' to select the N most recent periods (for Tid/year dimensions, e.g. values=[\"3\"]), 'all' to include all values for a dimension."
              },
              "values": {
                "type": "array",
                "items": {
                  "type": "string"
                },
                "description": "Array of value codes. For filter='item': codes from ssbnorway.metadata variables[].values (e.g. [\"0\"] for 'The whole country' in Region). For filter='top': a single count string like [\"5\"] for 5 most recent years. For filter='all': use [\"*\"]."
              }
            },
            "description": "Selection criteria for this dimension.",
            "additionalProperties": false
          }
        },
        "description": "Filter specifying which values to include for one table dimension.",
        "additionalProperties": false
      },
      "description": "Array of dimension filters. Each filter selects specific values for one variable. Unfiltered dimensions are aggregated (eliminated) if elimination=true, or omitted. Example: [{code:'ContentsCode',selection:{filter:'item',values:['Personer1']}}, {code:'Tid',selection:{filter:'top',values:['3']}}]. Response is JSON-stat2 with label, updated, dimension map, and values array."
    },
    "table_id": {
      "type": "string",
      "description": "SSB table ID to query — the numeric ID from ssbnorway.search or ssbnorway.metadata. Example: \"07459\" for population, \"09842\" for GDP."
    }
  },
  "additionalProperties": false
}

ssbnorway.data.search

Search 300K+ Statistics Norway (SSB) statistical tables by keyword. Returns matching table IDs, full titles, subject paths, relevance scores, and publication dates. SSB is the Norwegian national statistics authority and covers population, GDP, employment, prices, energy, immigration, health, education, trade, and more. Use the returned table ID with ssbnorway.data.metadata to discover dimension codes, then ssbnorway.data.query to fetch data. Example keywords: "population", "gdp", "unemployment", "cpi inflation", "exports", "immigration", "energy", "housing prices", "fertility".

read-only

Argument	Type	Description
limit	integer	Maximum number of tables to return (1–50, default 10).
query*	string	Keyword to search for in SSB table titles. Examples: "population", "gdp", "unemployment", "inflation", "energy", "immigration", "agriculture", "exports". Returns tables matching the keyword with IDs, titles, and publication dates.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of tables to return (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "description": "Keyword to search for in SSB table titles. Examples: \"population\", \"gdp\", \"unemployment\", \"inflation\", \"energy\", \"immigration\", \"agriculture\", \"exports\". Returns tables matching the keyword with IDs, titles, and publication dates."
    }
  },
  "additionalProperties": false
}

ssbnorway.stats.population

Get Norwegian population statistics from the official SSB population register (table 07459). Returns total resident population by year as a JSON-stat2 dataset. Covers Norway as a whole (region_code="0") or any county/municipality by region code. Data goes back to 1986 and is updated annually (reference date January 1st each year). Region codes: "0" = whole country, "03" = Oslo, "11" = Rogaland, "15" = Møre og Romsdal, "18" = Nordland, "46" = Vestland, "50" = Trøndelag. Use ssbnorway.data.metadata on table 07459 to get all 994 municipality-level region codes. This is a simplified shortcut — for sex/age breakdowns use ssbnorway.data.query with table 07459 and the Kjonn/Alder dimension codes from ssbnorway.data.metadata.

read-only

Argument	Type	Description
years	integer	Number of most recent years to include (1–20, default 5). Table 07459 covers 1986 to the current reference year.
region_code	string	Norwegian region code from SSB classification. "0" = The whole country (default). County codes (2024 structure): "31" Østfold, "32" Akershus, "03" Oslo, "33" Buskerud, "34" Innlandet, "38" Telemark, "39" Vestfold, "40" Aust-Agder, "42" Vest-Agder, "11" Rogaland, "46" Vestland, "15" Møre og Romsdal, "50" Trøndelag, "18" Nordland, "55" Troms, "56" Finnmark. Use ssbnorway.metadata on table 07459 for all valid municipality codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "years": {
      "type": "integer",
      "default": 5,
      "maximum": 20,
      "minimum": 1,
      "description": "Number of most recent years to include (1–20, default 5). Table 07459 covers 1986 to the current reference year."
    },
    "region_code": {
      "type": "string",
      "default": "0",
      "description": "Norwegian region code from SSB classification. \"0\" = The whole country (default). County codes (2024 structure): \"31\" Østfold, \"32\" Akershus, \"03\" Oslo, \"33\" Buskerud, \"34\" Innlandet, \"38\" Telemark, \"39\" Vestfold, \"40\" Aust-Agder, \"42\" Vest-Agder, \"11\" Rogaland, \"46\" Vestland, \"15\" Møre og Romsdal, \"50\" Trøndelag, \"18\" Nordland, \"55\" Troms, \"56\" Finnmark. Use ssbnorway.metadata on table 07459 for all valid municipality codes."
    }
  },
  "additionalProperties": false
}

standard-ebooks.books.new_releases

Get the most recently released Standard Ebooks (up to the latest 15), most-recent first. Returns title, author, publish date, summary, subjects, cover image URL, and direct download links (EPUB, advanced EPUB, Kobo Kepub, Kindle AZW3, XHTML). Data: standardebooks.org Atom feed, no auth required.

read-only

Argument	Type	Description
limit	integer	Max number of recent releases to return (default 15, max 15 — feed size is fixed).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 15,
      "minimum": 1,
      "description": "Max number of recent releases to return (default 15, max 15 — feed size is fixed)."
    }
  },
  "additionalProperties": false
}

standard-ebooks.books.search

Search the Standard Ebooks catalog of carefully typeset, public-domain ebooks by title, author, or subject keyword. Returns title, author, language, description, subjects, cover image URL, and direct download links (EPUB, advanced EPUB, Kobo Kepub, Kindle AZW3, XHTML). Sortable by newest, author name, reading ease, length, or popularity. Data: standardebooks.org OPDS 2.0 JSON feed, no auth required.

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 1).
sort	string	Sort order: "newest" (S.E. release date, default), "author" (author name A-Z), "reading_ease" (easiest first), "length" (shortest first), "popularity" (most downloaded first).
query*	string	Free-text search across title, author name, and subject (e.g. "frankenstein", "jane austen"). Required — an empty query returns zero results.
per_page	integer	Results per page (default 12, max 60).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "sort": {
      "enum": [
        "newest",
        "author",
        "reading_ease",
        "length",
        "popularity"
      ],
      "type": "string",
      "description": "Sort order: \"newest\" (S.E. release date, default), \"author\" (author name A-Z), \"reading_ease\" (easiest first), \"length\" (shortest first), \"popularity\" (most downloaded first)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Free-text search across title, author name, and subject (e.g. \"frankenstein\", \"jane austen\"). Required — an empty query returns zero results."
    },
    "per_page": {
      "type": "integer",
      "maximum": 60,
      "minimum": 1,
      "description": "Results per page (default 12, max 60)."
    }
  },
  "additionalProperties": false
}

statbel.catalog.datasource_detail

Get full metadata (multilingual descriptions, supported locales, category, last data and metadata update timestamps) for one Statbel datasource, identified by the datasource_id from statbel.list_datasources. An invalid or unpublished id returns an empty upstream response. Data: bestat.statbel.fgov.be, Belgian statistics office, no auth required.

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Argument	Type	Description
datasource_id*	string	Datasource UUID from statbel.list_datasources (e.g. "e957ac31-44a2-4718-8469-10470d3c41d9"). An invalid or unpublished id returns an empty upstream response.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "datasource_id"
  ],
  "properties": {
    "datasource_id": {
      "type": "string",
      "format": "uuid",
      "description": "Datasource UUID from statbel.list_datasources (e.g. \"e957ac31-44a2-4718-8469-10470d3c41d9\"). An invalid or unpublished id returns an empty upstream response."
    }
  },
  "additionalProperties": false
}

statbel.catalog.list_datasources

Browse the ~180 raw Statbel datasources that back the curated views, filterable by a case-insensitive name/description search and by supported language. Returns datasource_id, name, description, and supported locales — use datasource_id with statbel.datasource_detail for full metadata. Data: bestat.statbel.fgov.be, Belgian statistics office, no auth required.

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Argument	Type	Description
limit	integer	Max number of results to return (1-100). Defaults to 20.
locale	string	Only return datasources that support this language (checked against supportedLocales). Optional — omit to return datasources in any language.
offset	integer	Number of results to skip, for pagination. Defaults to 0.
search	string	Case-insensitive substring filter on the datasource name or description.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max number of results to return (1-100). Defaults to 20."
    },
    "locale": {
      "enum": [
        "fr",
        "nl",
        "de",
        "en"
      ],
      "type": "string",
      "description": "Only return datasources that support this language (checked against supportedLocales). Optional — omit to return datasources in any language."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip, for pagination. Defaults to 0."
    },
    "search": {
      "type": "string",
      "description": "Case-insensitive substring filter on the datasource name or description."
    }
  },
  "additionalProperties": false
}

statbel.catalog.list_views

Browse the Statbel beSTAT catalog of ~1300 curated, ready-to-query views (cross-tabs of Belgian official statistics), filterable by locale (fr/nl/de/en) and a case-insensitive name search. Each view exists as a separate record per language. Returns view_id, name, locale, and the backing data_source_id — use view_id with statbel.view_data to fetch the actual figures. Data: bestat.statbel.fgov.be, Belgian statistics office, no auth required.

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Argument	Type	Description
limit	integer	Max number of results to return (1-100). Defaults to 20.
locale	string	Language of the catalog to browse: "fr" (French, default), "nl" (Dutch), "de" (German), or "en" (English). Each view exists as a separate record per locale.
offset	integer	Number of results to skip, for pagination. Defaults to 0.
search	string	Case-insensitive substring filter on the view name (e.g. "population density").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Max number of results to return (1-100). Defaults to 20."
    },
    "locale": {
      "enum": [
        "fr",
        "nl",
        "de",
        "en"
      ],
      "type": "string",
      "description": "Language of the catalog to browse: \"fr\" (French, default), \"nl\" (Dutch), \"de\" (German), or \"en\" (English). Each view exists as a separate record per locale."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of results to skip, for pagination. Defaults to 0."
    },
    "search": {
      "type": "string",
      "description": "Case-insensitive substring filter on the view name (e.g. \"population density\")."
    }
  },
  "additionalProperties": false
}

statbel.catalog.view_data

Fetch the full set of fact rows (flat cross-tab, columns vary per view) for one Statbel beSTAT view, identified by the view_id from statbel.list_views. Data: bestat.statbel.fgov.be, Belgian statistics office, no auth required.

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Argument	Type	Description
view_id*	string	View UUID from statbel.list_views (e.g. "1be9b77f-4005-4d58-a885-8281b5bbe617"). Already encodes the language — no separate locale param needed.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "view_id"
  ],
  "properties": {
    "view_id": {
      "type": "string",
      "format": "uuid",
      "description": "View UUID from statbel.list_views (e.g. \"1be9b77f-4005-4d58-a885-8281b5bbe617\"). Already encodes the language — no separate locale param needed."
    }
  },
  "additionalProperties": false
}

statcan.catalogue.search

Search and discover Statistics Canada data tables (6,000+ available). Filter by keyword in the English table title, by Statistics Canada subject code (e.g. "14" for Labour, "16" for Prices and price indexes, "36" for National accounts), and by active vs. archived status. Returns table product IDs, CANSIM IDs, titles, date ranges, release frequency (annual/monthly/quarterly), and subject codes. Use the product_id from results to fetch full metadata (table_metadata) or time-series data (table_data). Source: Statistics Canada WDS, Canada Open Licence, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of tables to return (1–100). Defaults to 20.
query	string	Keyword to search in English table titles (e.g. "labour force", "inflation", "housing"). Case-insensitive.
archived	any	Filter archived tables: false (default) = active only, true = archived only, "all" = both active and archived.
subject_code	string	Statistics Canada subject code to filter by (e.g. "14" for Labour, "16" for Prices, "36" for National Accounts). Two-digit string.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of tables to return (1–100). Defaults to 20."
    },
    "query": {
      "type": "string",
      "description": "Keyword to search in English table titles (e.g. \"labour force\", \"inflation\", \"housing\"). Case-insensitive."
    },
    "archived": {
      "anyOf": [
        {
          "type": "boolean"
        },
        {
          "enum": [
            "all",
            "true",
            "false"
          ],
          "type": "string"
        }
      ],
      "description": "Filter archived tables: false (default) = active only, true = archived only, \"all\" = both active and archived."
    },
    "subject_code": {
      "type": "string",
      "description": "Statistics Canada subject code to filter by (e.g. \"14\" for Labour, \"16\" for Prices, \"36\" for National Accounts). Two-digit string."
    }
  },
  "additionalProperties": false
}

statcan.series.data

Retrieve the latest N data points for a Statistics Canada time series identified by vector ID. Returns chronological observations with reference period, value, and release timestamp. For annual series: latest_n=10 returns 10 years; for monthly series: 10 returns 10 months. Maximum 100 periods per call. Values represent the original unit (e.g. index points, thousands of persons, millions of CAD) with precision set by the series decimals field. Null values indicate suppressed or unavailable data for that period. Source: Statistics Canada WDS, Canada Open Licence, no auth required.

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Argument	Type	Description
latest_n	integer	Number of most-recent data points to return (1–100). Defaults to 10. Annual tables: 10 = last 10 years; monthly: 10 = last 10 months.
vector_id*	integer	Statistics Canada vector ID for the time series to retrieve data for (e.g. 32164132). Obtain from table_metadata or series_info.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vector_id"
  ],
  "properties": {
    "latest_n": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of most-recent data points to return (1–100). Defaults to 10. Annual tables: 10 = last 10 years; monthly: 10 = last 10 months."
    },
    "vector_id": {
      "type": "integer",
      "description": "Statistics Canada vector ID for the time series to retrieve data for (e.g. 32164132). Obtain from table_metadata or series_info.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

statcan.series.info

Get metadata for a specific Statistics Canada time-series (vector) by its vector ID. Returns the series title (e.g. "Ontario; Consumer Price Index, All items"), parent table product ID, coordinate within the table, release frequency, decimal precision, and whether the series is terminated. Vector IDs are 8–9 digit numbers assigned by Statistics Canada to uniquely identify each time series. Use series_data to retrieve actual observations. Source: Statistics Canada WDS, Canada Open Licence, no auth required.

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Argument	Type	Description
vector_id*	integer	Statistics Canada vector ID identifying a specific time series within a table (e.g. 32164132). Obtain from table_metadata dimensions or published dataset documentation.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vector_id"
  ],
  "properties": {
    "vector_id": {
      "type": "integer",
      "description": "Statistics Canada vector ID identifying a specific time series within a table (e.g. 32164132). Obtain from table_metadata dimensions or published dataset documentation.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

statcan.table.data

Retrieve the latest N data points for a specific Statistics Canada time series identified by table product ID and dot-separated dimension coordinate. The coordinate selects one unique series within a multi-dimensional table (e.g. "1.12.0.0.0.0.0.0.0.0" selects Newfoundland probation rate). Use table_metadata to discover available coordinates from the dimension/member hierarchy. Returns reference periods, values, and release timestamps. Maximum 100 periods per call. Source: Statistics Canada WDS, Canada Open Licence, no auth required.

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Argument	Type	Description
latest_n	integer	Number of most-recent data points to return (1–100). Defaults to 10.
coordinate*	string	Dot-separated dimension coordinate identifying one series within the table (e.g. "1.12.0.0.0.0.0.0.0.0"). Obtain from table_metadata dimensions or series_info.
product_id*	integer	Statistics Canada table product ID (8-digit number, e.g. 35100003). Identifies the parent table from which the series is drawn.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "product_id",
    "coordinate"
  ],
  "properties": {
    "latest_n": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of most-recent data points to return (1–100). Defaults to 10."
    },
    "coordinate": {
      "type": "string",
      "description": "Dot-separated dimension coordinate identifying one series within the table (e.g. \"1.12.0.0.0.0.0.0.0.0\"). Obtain from table_metadata dimensions or series_info."
    },
    "product_id": {
      "type": "integer",
      "description": "Statistics Canada table product ID (8-digit number, e.g. 35100003). Identifies the parent table from which the series is drawn.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

statcan.table.metadata

Retrieve full metadata for a Statistics Canada table by its 8-digit product ID. Returns table title, date range, release frequency, subject codes, survey codes, and complete dimension hierarchy including all member categories with their IDs and names. Dimensions contain the coordinate values needed to select specific time-series within the table (e.g. geography, industry, demographic group). Members are truncated to 50 per dimension. Use coordinate values to call table_data. Product IDs are visible in StatCan table URLs: www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=<productId>01. Source: Statistics Canada WDS, Canada Open Licence, no auth required.

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Argument	Type	Description
product_id*	integer	Statistics Canada table product ID (8-digit number, e.g. 35100003 for Youth Justice Survey). Visible in table URLs on www150.statcan.gc.ca.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "product_id"
  ],
  "properties": {
    "product_id": {
      "type": "integer",
      "description": "Statistics Canada table product ID (8-digit number, e.g. 35100003 for Youth Justice Survey). Visible in table URLs on www150.statcan.gc.ca.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

statfin.demographics.population

Get the historical and current population of Finland on 31 December each year. Returns annual population figures (total, male, or female) for up to 276 years back to 1750. Includes the latest official figure, e.g. 5,652,881 persons at end of 2025. Data from Statistics Finland population register — authoritative national headcount. No API key required — official Finnish government open data (CC BY 4.0).

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Argument	Type	Description
sex	string	Sex filter (default "total"). "total" returns combined population; "male"/"female" splits by sex.
years	integer	Number of recent years to return (1–276, default 10). Finland population records go back to 1750.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "sex": {
      "enum": [
        "total",
        "male",
        "female"
      ],
      "type": "string",
      "description": "Sex filter (default \"total\"). \"total\" returns combined population; \"male\"/\"female\" splits by sex."
    },
    "years": {
      "type": "integer",
      "maximum": 276,
      "minimum": 1,
      "description": "Number of recent years to return (1–276, default 10). Finland population records go back to 1750."
    }
  },
  "additionalProperties": false
}

statfin.economy.consumer_price_index

Get Finland Consumer Price Index (CPI) monthly data from Statistics Finland (Stat.fi). Returns index point values for the chosen base year (default 2015=100) for the last N months. Available base years: 1972, 1977, 1981, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2025. Monthly time series back to 1972. Data updated monthly by Statistics Finland. No API key required — official Finnish government open data (CC BY 4.0).

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Argument	Type	Description
months	integer	Number of recent months to return (1–120, default 12). E.g. 12 returns the last 12 months.
base_year	string	Index base year (default "2015"). The CPI value equals 100 in the chosen base year. Available bases: 1972, 1977, 1981, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2025.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "months": {
      "type": "integer",
      "maximum": 120,
      "minimum": 1,
      "description": "Number of recent months to return (1–120, default 12). E.g. 12 returns the last 12 months."
    },
    "base_year": {
      "enum": [
        "1972",
        "1977",
        "1981",
        "1985",
        "1990",
        "1995",
        "2000",
        "2005",
        "2010",
        "2015",
        "2025"
      ],
      "type": "string",
      "description": "Index base year (default \"2015\"). The CPI value equals 100 in the chosen base year. Available bases: 1972, 1977, 1981, 1985, 1990, 1995, 2000, 2005, 2010, 2015, 2025."
    }
  },
  "additionalProperties": false
}

statfin.economy.unemployment

Get the number of unemployed jobseekers registered at Finnish Employment and Economic Development Offices (TE-services) at the end of each month for the whole country. Returns monthly figures from 2008 onwards. Latest data: ~325,000–360,000 persons. Source: Ministry of Economic Affairs and Employment (TEM) via Statistics Finland PxWeb. No API key required — official Finnish government open data (CC BY 4.0).

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Argument	Type	Description
months	integer	Number of recent months to return (1–220, default 12). Data available from 2008M01 onwards.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "months": {
      "type": "integer",
      "maximum": 220,
      "minimum": 1,
      "description": "Number of recent months to return (1–220, default 12). Data available from 2008M01 onwards."
    }
  },
  "additionalProperties": false
}

statfin.statistics.table_search

List all available data tables in a Statistics Finland (StatFin) category. Use this to discover what datasets are published in a given statistical domain. Returns table IDs, titles, and last-updated timestamps. Category examples: "khi" (consumer prices), "vaerak" (population), "tyonv" (unemployment), "synt" (births), "kans" (citizenships), "kbar" (consumer confidence), "rki" (building cost index), "ilma" (air transport), "matk" (accommodation statistics). The table IDs returned can be queried via the Statistics Finland PxWeb API at https://pxdata.stat.fi/PxWeb/api/v1/en/StatFin/{category}/{table_id}. No API key required — official Finnish government open data (CC BY 4.0).

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Argument	Type	Description
category*	string	StatFin category code to list tables for. Examples: "khi" (consumer prices), "vaerak" (population), "tyonv" (unemployment/job seekers), "synt" (births), "adopt" (adoptions), "matk" (accommodation), "ilma" (air transport), "kans" (citizenships), "kbar" (consumer confidence), "rki" (building cost index). Returns all tables available in that statistical category.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "category"
  ],
  "properties": {
    "category": {
      "type": "string",
      "maxLength": 20,
      "minLength": 2,
      "description": "StatFin category code to list tables for. Examples: \"khi\" (consumer prices), \"vaerak\" (population), \"tyonv\" (unemployment/job seekers), \"synt\" (births), \"adopt\" (adoptions), \"matk\" (accommodation), \"ilma\" (air transport), \"kans\" (citizenships), \"kbar\" (consumer confidence), \"rki\" (building cost index). Returns all tables available in that statistical category."
    }
  },
  "additionalProperties": false
}

statistics-denmark.data.query

Fetch statistical data from a specific Statistics Denmark table using dimension filters. Returns a JSON-stat dataset with dimension labels, a flat value array, and metadata (updated timestamp, source). Use statistics-denmark.data.tables to find the table ID, statistics-denmark.data.table_info to get valid dimension codes and values, then pass them here as a variables array — one entry per dimension you want to filter or break out by (e.g. region, sex, age, time). Any dimension left out is auto-aggregated to its total by StatBank. Use values:["*"] to include all values for a dimension (e.g. the full time series). Covers population, labour market, economy, social conditions, education, business, transport, culture, and environment statistics for Denmark.

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Argument	Type	Description
table_id*	string	StatBank table ID to query — from statistics-denmark.tables or statistics-denmark.table_info. Example: "FOLK1A" for quarterly population.
variables*	array	Array of dimension filters. Any dimension left out is auto-eliminated (aggregated to its default/total value) by StatBank — include a dimension only when you need to filter or break out by it. Example: [{code:"OMRÅDE",values:["000"]},{code:"KØN",values:["TOT"]},{code:"ALDER",values:["IALT"]},{code:"CIVILSTAND",values:["TOT"]},{code:"Tid",values:["*"]}]. Response is a JSON-stat dataset with dimension labels and a flat value array.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_id",
    "variables"
  ],
  "properties": {
    "table_id": {
      "type": "string",
      "description": "StatBank table ID to query — from statistics-denmark.tables or statistics-denmark.table_info. Example: \"FOLK1A\" for quarterly population."
    },
    "variables": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "code",
          "values"
        ],
        "properties": {
          "code": {
            "type": "string",
            "description": "Dimension code from statistics-denmark.table_info variables[].code. Examples: \"OMRÅDE\" (region), \"KØN\" (sex), \"ALDER\" (age), \"Tid\" (time)."
          },
          "values": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Value codes to select for this dimension, from statistics-denmark.table_info variables[].values[].id. Use [\"*\"] to select all values for the dimension, or [\"000\"] etc. for a specific code. For the time dimension use specific period codes (e.g. [\"2026K3\"] for a quarter, [\"2026\"] for a year) or [\"*\"] for the full series."
          }
        },
        "description": "Selected value codes for one table dimension.",
        "additionalProperties": false
      },
      "minItems": 1,
      "description": "Array of dimension filters. Any dimension left out is auto-eliminated (aggregated to its default/total value) by StatBank — include a dimension only when you need to filter or break out by it. Example: [{code:\"OMRÅDE\",values:[\"000\"]},{code:\"KØN\",values:[\"TOT\"]},{code:\"ALDER\",values:[\"IALT\"]},{code:\"CIVILSTAND\",values:[\"TOT\"]},{code:\"Tid\",values:[\"*\"]}]. Response is a JSON-stat dataset with dimension labels and a flat value array."
    }
  },
  "additionalProperties": false
}

statistics-denmark.data.subjects

List the subject/topic areas covered by Statistics Denmark (StatBank) — People, Labour and income, Economy, Social conditions, Education and research, Business, Transport, Culture and leisure, Environment and energy, About Statistics Denmark. Set recursive=true to drill down into the full nested topic tree (e.g. People → Population → Population figures) used to browse toward specific tables. Statistics Denmark (Danmarks Statistik) is the Danish national statistics authority.

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Argument	Type	Description
recursive	boolean	If true, return the full nested subject tree down to leaf topics (e.g. People → Population → Population figures). If false (default), return only the 10 top-level subject areas (People, Labour and income, Economy, Social conditions, Education and research, Business, Transport, Culture and leisure, Environment and energy, About Statistics Denmark).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "recursive": {
      "type": "boolean",
      "default": false,
      "description": "If true, return the full nested subject tree down to leaf topics (e.g. People → Population → Population figures). If false (default), return only the 10 top-level subject areas (People, Labour and income, Economy, Social conditions, Education and research, Business, Transport, Culture and leisure, Environment and energy, About Statistics Denmark)."
    }
  },
  "additionalProperties": false
}

statistics-denmark.data.table_info

Get the full metadata for a specific Statistics Denmark table — dimension codes, valid value codes, and human-readable labels needed to construct a data query. Returns table title, description, unit, last-updated timestamp, and an array of variables (dimensions) each with its code (e.g. "OMRÅDE" for region), readable name, and the list of valid value codes with labels. This is the required second step before querying data: call statistics-denmark.data.tables to find a table ID, then statistics-denmark.data.table_info to learn the dimension codes and valid values, then statistics-denmark.data.query to retrieve actual data. Common table IDs: "FOLK1A" (quarterly population by region/sex/age/marital status), "BEFOLK1" (annual population by sex/age since 1971), "AKU1" (labour force survey), "NAN1" (GDP and national accounts), "PRIS111" (consumer price index).

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Argument	Type	Description
table_id*	string	StatBank table ID (short alphanumeric code). Obtain from statistics-denmark.tables. Common tables: "FOLK1A" (population by region/sex/age/marital status, quarterly), "BEFOLK1" (population by sex/age, annual since 1971), "AKU1" (labour force survey), "NAN1" (GDP and national accounts), "PRIS111" (consumer price index), "FORBRUG1" (household consumption). Returns dimension codes and valid value codes needed for statistics-denmark.data.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "table_id"
  ],
  "properties": {
    "table_id": {
      "type": "string",
      "description": "StatBank table ID (short alphanumeric code). Obtain from statistics-denmark.tables. Common tables: \"FOLK1A\" (population by region/sex/age/marital status, quarterly), \"BEFOLK1\" (population by sex/age, annual since 1971), \"AKU1\" (labour force survey), \"NAN1\" (GDP and national accounts), \"PRIS111\" (consumer price index), \"FORBRUG1\" (household consumption). Returns dimension codes and valid value codes needed for statistics-denmark.data."
    }
  },
  "additionalProperties": false
}

statistics-denmark.data.tables

Search or list Statistics Denmark (StatBank) statistical tables by keyword and/or subject area. Returns matching table IDs, full titles, measurement unit, last-updated timestamp, first/latest available period, and the dimension names each table can be broken down by. Use the returned table ID with statistics-denmark.data.table_info to discover dimension codes, then statistics-denmark.data.query to fetch data. Example keywords: "population", "gdp", "unemployment", "inflation", "immigration", "housing", "energy", "crime", "wages", "trade".

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Argument	Type	Description
query	string	Keyword to search for in StatBank table titles. Examples: "population", "gdp", "unemployment", "inflation", "immigration", "housing", "energy", "crime". Omit to list all 2,000+ active tables (large response).
subjects	string	Comma-separated subject area ID(s) to scope the listing (from statistics-denmark.subjects), e.g. "1" for People, "3" for Economy. Optional — combine with or omit query.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "query": {
      "type": "string",
      "description": "Keyword to search for in StatBank table titles. Examples: \"population\", \"gdp\", \"unemployment\", \"inflation\", \"immigration\", \"housing\", \"energy\", \"crime\". Omit to list all 2,000+ active tables (large response)."
    },
    "subjects": {
      "type": "string",
      "description": "Comma-separated subject area ID(s) to scope the listing (from statistics-denmark.subjects), e.g. \"1\" for People, \"3\" for Economy. Optional — combine with or omit query."
    }
  },
  "additionalProperties": false
}

statistik-austria.reference.category_codes

Decode a categorical column's codes into German + English display names (e.g. "STAATS-9" -> "Insgesamt" / "Total"). Requires dataset_id and dimension_code (format "C-{NAME}-{N}", from statistik-austria.dataset_metadata's category_dimensions list). Data: data.statistik.gv.at (Statistik Austria), no auth required.

read-only

Argument	Type	Description
dataset_id*	string	Statistik Austria dataset id, from statistik-austria.dataset_search (e.g. "OGD_veste309_Veste309_1").
dimension_code*	string	Categorical column code to decode, from statistik-austria.dataset_metadata's category_dimensions list (format "C-{NAME}-{N}", e.g. "C-STAATS-0" for citizenship, "C-VEBDL-0" for federal state). Columns starting with "F-" are numeric measures with no code lookup.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_id",
    "dimension_code"
  ],
  "properties": {
    "dataset_id": {
      "type": "string",
      "minLength": 1,
      "description": "Statistik Austria dataset id, from statistik-austria.dataset_search (e.g. \"OGD_veste309_Veste309_1\")."
    },
    "dimension_code": {
      "type": "string",
      "minLength": 1,
      "description": "Categorical column code to decode, from statistik-austria.dataset_metadata's category_dimensions list (format \"C-{NAME}-{N}\", e.g. \"C-STAATS-0\" for citizenship, \"C-VEBDL-0\" for federal state). Columns starting with \"F-\" are numeric measures with no code lookup."
    }
  },
  "additionalProperties": false
}

statistik-austria.reference.dataset_metadata

Get full metadata for one Statistik Austria dataset (dataset_id from statistik-austria.dataset_search) — title, notes, tags, license, update frequency, resource list, column meanings (attribute_description), and the category_dimensions list needed for statistik-austria.category_codes. Data: data.statistik.gv.at (Statistik Austria), no auth required.

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Argument	Type	Description
dataset_id*	string	Statistik Austria dataset id, from statistik-austria.dataset_search (e.g. "OGD_veste309_Veste309_1" for the 2018 earnings-structure survey, "OGD_konjunkturmonitor_KonMon_1" for the economic-monitor series).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_id"
  ],
  "properties": {
    "dataset_id": {
      "type": "string",
      "minLength": 1,
      "description": "Statistik Austria dataset id, from statistik-austria.dataset_search (e.g. \"OGD_veste309_Veste309_1\" for the 2018 earnings-structure survey, \"OGD_konjunkturmonitor_KonMon_1\" for the economic-monitor series)."
    }
  },
  "additionalProperties": false
}

statistik-austria.reference.dataset_search

Browse/search the Statistik Austria open-data catalog (~540 datasets: population, prices, labour market, foreign trade, industry indices). Optional search substring filters on title or dataset_id, case-insensitive — Statistik Austria has no full-text search API. Returns dataset_id + title for use in statistik-austria.dataset_metadata and statistik-austria.dataset_data. Data: data.statistik.gv.at (Statistik Austria), no auth required.

read-only

Argument	Type	Description
limit	integer	Max datasets to return (1-50, default 20).
offset	integer	Number of matching datasets to skip (default 0). For paging through results.
search	string	Filter datasets by substring, case-insensitive, matched against title and dataset_id (e.g. "Bevölkerung" for population datasets, "veste309" for the earnings-structure survey). Statistik Austria has no full-text search API — omit to page through the full ~540-dataset catalog with offset/limit.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max datasets to return (1-50, default 20)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of matching datasets to skip (default 0). For paging through results."
    },
    "search": {
      "type": "string",
      "description": "Filter datasets by substring, case-insensitive, matched against title and dataset_id (e.g. \"Bevölkerung\" for population datasets, \"veste309\" for the earnings-structure survey). Statistik Austria has no full-text search API — omit to page through the full ~540-dataset catalog with offset/limit."
    }
  },
  "additionalProperties": false
}

statistik-austria.series.dataset_data

Fetch rows from a Statistik Austria dataset's CSV data file (dataset_id from statistik-austria.dataset_search). Column codes are opaque (e.g. "C-STAATS-0", "F-VESTE_AM") — use statistik-austria.dataset_metadata for column meanings and statistik-austria.category_codes to decode category values (e.g. "STAATS-9"). Rows capped 1-200 (default 20). Data: data.statistik.gv.at (Statistik Austria), no auth required.

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Argument	Type	Description
limit	integer	Max rows to return (1-200, default 20).
offset	integer	Number of rows to skip, for paging through a large dataset.
dataset_id*	string	Statistik Austria dataset id, from statistik-austria.dataset_search (e.g. "OGD_konjunkturmonitor_KonMon_1").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dataset_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Max rows to return (1-200, default 20)."
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Number of rows to skip, for paging through a large dataset."
    },
    "dataset_id": {
      "type": "string",
      "minLength": 1,
      "description": "Statistik Austria dataset id, from statistik-austria.dataset_search (e.g. \"OGD_konjunkturmonitor_KonMon_1\")."
    }
  },
  "additionalProperties": false
}

stocks.company.news

Latest news articles about a specific company — headline, source, summary, date, image. Filter by date range (Finnhub)

read-only

Argument	Type	Description
to	string	End date in YYYY-MM-DD format (default: today)
from	string	Start date in YYYY-MM-DD format (default: 7 days ago)
symbol*	string	Stock ticker symbol (e.g. "AAPL")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "symbol"
  ],
  "properties": {
    "to": {
      "type": "string",
      "description": "End date in YYYY-MM-DD format (default: today)"
    },
    "from": {
      "type": "string",
      "description": "Start date in YYYY-MM-DD format (default: 7 days ago)"
    },
    "symbol": {
      "type": "string",
      "maxLength": 10,
      "minLength": 1,
      "description": "Stock ticker symbol (e.g. \"AAPL\")"
    }
  },
  "additionalProperties": false
}

stocks.company.profile

Company profile by ticker — name, exchange, industry, country, market cap, shares outstanding, IPO date, logo, website (Finnhub)

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Argument	Type	Description
symbol*	string	Stock ticker symbol (e.g. "AAPL")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "symbol"
  ],
  "properties": {
    "symbol": {
      "type": "string",
      "maxLength": 10,
      "minLength": 1,
      "description": "Stock ticker symbol (e.g. \"AAPL\")"
    }
  },
  "additionalProperties": false
}

stocks.market.news

General market news — categories: general, forex, crypto, merger. Top headlines with source, summary, and images (Finnhub)

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Argument	Type	Description
category	string	News category: "general" (default), "forex", "crypto", "merger"

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "category": {
      "enum": [
        "general",
        "forex",
        "crypto",
        "merger"
      ],
      "type": "string",
      "description": "News category: \"general\" (default), \"forex\", \"crypto\", \"merger\""
    }
  },
  "additionalProperties": false
}

stocks.market.quote

Real-time stock price quote — current price, change, percent change, day high/low, open, previous close. Supports US stocks, ETFs, and major global exchanges (Finnhub)

read-only

Argument	Type	Description
symbol*	string	Stock ticker symbol (e.g. "AAPL", "GOOGL", "TSLA", "MSFT")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "symbol"
  ],
  "properties": {
    "symbol": {
      "type": "string",
      "maxLength": 10,
      "minLength": 1,
      "description": "Stock ticker symbol (e.g. \"AAPL\", \"GOOGL\", \"TSLA\", \"MSFT\")"
    }
  },
  "additionalProperties": false
}

sunrisesunset.astronomy.daily

Get complete daily astronomical data for any lat/lng and date from SunriseSunset.io. Returns sunrise, sunset, dawn, dusk, first/last light, solar noon, golden hour, day length, nautical twilight, current sun altitude and azimuth, moonrise, moonset, moon phase name, moon illumination percentage, and lunar phase value (0–1 cycle). Supports "today", "tomorrow", or any YYYY-MM-DD date. Timezone auto-detected from coordinates or specify an IANA name. Time format: 12h, 24h, or Unix timestamps. No auth required; free commercial use.

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Argument	Type	Description
lat*	number	Latitude of the target location (-90 to 90). Positive = North, Negative = South.
lng*	number	Longitude of the target location (-180 to 180). Positive = East, Negative = West.
date	string	Date to query: "today", "tomorrow", or ISO date YYYY-MM-DD (e.g. 2026-01-15). Defaults to today.
timezone	string	IANA timezone name for output times (e.g. America/New_York, Europe/London, Asia/Tokyo). Auto-detected from lat/lng if omitted.
time_format	string	Time output format: "0"=12-hour AM/PM (e.g. 5:26:02 AM), "1"=24-hour (e.g. 05:26:02), "2"=Unix timestamp seconds. Defaults to "0".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the target location (-90 to 90). Positive = North, Negative = South."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the target location (-180 to 180). Positive = East, Negative = West."
    },
    "date": {
      "type": "string",
      "description": "Date to query: \"today\", \"tomorrow\", or ISO date YYYY-MM-DD (e.g. 2026-01-15). Defaults to today."
    },
    "timezone": {
      "type": "string",
      "description": "IANA timezone name for output times (e.g. America/New_York, Europe/London, Asia/Tokyo). Auto-detected from lat/lng if omitted."
    },
    "time_format": {
      "enum": [
        "0",
        "1",
        "2"
      ],
      "type": "string",
      "description": "Time output format: \"0\"=12-hour AM/PM (e.g. 5:26:02 AM), \"1\"=24-hour (e.g. 05:26:02), \"2\"=Unix timestamp seconds. Defaults to \"0\"."
    }
  },
  "additionalProperties": false
}

sunrisesunset.astronomy.range

Get sunrise/sunset/moon phase data for a date range of up to 365 days for any global coordinate. Returns an array of daily records each with: sunrise, sunset, solar noon, golden hour, day length, moon phase name, and moon illumination percentage. Useful for seasonal planning, photography planning, agriculture, and event scheduling. Specify date_start and date_end in YYYY-MM-DD format; max 365 days per call. No auth required; free commercial use. Source: SunriseSunset.io.

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Argument	Type	Description
lat*	number	Latitude of the target location (-90 to 90). Positive = North, Negative = South.
lng*	number	Longitude of the target location (-180 to 180). Positive = East, Negative = West.
date_end*	string	End date of range in ISO format YYYY-MM-DD (e.g. 2026-06-30). Maximum 365 days from start date.
timezone	string	IANA timezone name for output times (e.g. America/New_York, Europe/London, Asia/Tokyo). Auto-detected from lat/lng if omitted.
date_start*	string	Start date of range in ISO format YYYY-MM-DD (e.g. 2026-06-01).
time_format	string	Time output format: "0"=12-hour AM/PM (e.g. 5:26:02 AM), "1"=24-hour (e.g. 05:26:02), "2"=Unix timestamp seconds. Defaults to "0".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng",
    "date_start",
    "date_end"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the target location (-90 to 90). Positive = North, Negative = South."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the target location (-180 to 180). Positive = East, Negative = West."
    },
    "date_end": {
      "type": "string",
      "description": "End date of range in ISO format YYYY-MM-DD (e.g. 2026-06-30). Maximum 365 days from start date."
    },
    "timezone": {
      "type": "string",
      "description": "IANA timezone name for output times (e.g. America/New_York, Europe/London, Asia/Tokyo). Auto-detected from lat/lng if omitted."
    },
    "date_start": {
      "type": "string",
      "description": "Start date of range in ISO format YYYY-MM-DD (e.g. 2026-06-01)."
    },
    "time_format": {
      "enum": [
        "0",
        "1",
        "2"
      ],
      "type": "string",
      "description": "Time output format: \"0\"=12-hour AM/PM (e.g. 5:26:02 AM), \"1\"=24-hour (e.g. 05:26:02), \"2\"=Unix timestamp seconds. Defaults to \"0\"."
    }
  },
  "additionalProperties": false
}

sunrisesunset.moon.phase

Get moon phase, lunar illumination, and moonrise/moonset times for any location and date. Returns: moon phase name (New Moon, Waxing Crescent, First Quarter, Waxing Gibbous, Full Moon, Waning Gibbous, Last Quarter, Waning Crescent), phase value (0–1 cycle fraction), moon illumination percentage (0–100), moonrise time, moonset time, and flags for polar cases (moon_always_up / moon_always_down). No auth required; free commercial use. Source: SunriseSunset.io.

read-only

Argument	Type	Description
lat*	number	Latitude of the target location (-90 to 90). Positive = North, Negative = South.
lng*	number	Longitude of the target location (-180 to 180). Positive = East, Negative = West.
date	string	Date to query: "today", "tomorrow", or ISO date YYYY-MM-DD (e.g. 2026-01-15). Defaults to today.
timezone	string	IANA timezone name for output times (e.g. America/New_York, Europe/London, Asia/Tokyo). Auto-detected from lat/lng if omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the target location (-90 to 90). Positive = North, Negative = South."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the target location (-180 to 180). Positive = East, Negative = West."
    },
    "date": {
      "type": "string",
      "description": "Date to query: \"today\", \"tomorrow\", or ISO date YYYY-MM-DD (e.g. 2026-01-15). Defaults to today."
    },
    "timezone": {
      "type": "string",
      "description": "IANA timezone name for output times (e.g. America/New_York, Europe/London, Asia/Tokyo). Auto-detected from lat/lng if omitted."
    }
  },
  "additionalProperties": false
}

sunrisesunset.sun.position

Get the current sun position (altitude and azimuth), sunrise/sunset compass bearings, golden hour window, and solar noon time for any location and date. Sun altitude is the elevation angle above the horizon (negative = below). Sun azimuth is the compass direction of the sun (0=North, 90=East, 180=South, 270=West). Golden hour is the last hour before sunset — ideal for photography. Includes dawn, dusk, and day length. Useful for solar panel orientation, photography planning, outdoor event scheduling, and navigation. No auth required; free commercial use. Source: SunriseSunset.io.

read-only

Argument	Type	Description
lat*	number	Latitude of the target location (-90 to 90). Positive = North, Negative = South.
lng*	number	Longitude of the target location (-180 to 180). Positive = East, Negative = West.
date	string	Date to query: "today", "tomorrow", or ISO date YYYY-MM-DD (e.g. 2026-01-15). Defaults to today.
timezone	string	IANA timezone name for output times (e.g. America/New_York, Europe/London, Asia/Tokyo). Auto-detected from lat/lng if omitted.
time_format	string	Time output format: "0"=12-hour AM/PM (e.g. 5:26:02 AM), "1"=24-hour (e.g. 05:26:02), "2"=Unix timestamp seconds. Defaults to "0".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the target location (-90 to 90). Positive = North, Negative = South."
    },
    "lng": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the target location (-180 to 180). Positive = East, Negative = West."
    },
    "date": {
      "type": "string",
      "description": "Date to query: \"today\", \"tomorrow\", or ISO date YYYY-MM-DD (e.g. 2026-01-15). Defaults to today."
    },
    "timezone": {
      "type": "string",
      "description": "IANA timezone name for output times (e.g. America/New_York, Europe/London, Asia/Tokyo). Auto-detected from lat/lng if omitted."
    },
    "time_format": {
      "enum": [
        "0",
        "1",
        "2"
      ],
      "type": "string",
      "description": "Time output format: \"0\"=12-hour AM/PM (e.g. 5:26:02 AM), \"1\"=24-hour (e.g. 05:26:02), \"2\"=Unix timestamp seconds. Defaults to \"0\"."
    }
  },
  "additionalProperties": false
}

swissfso.catalog.list

Browse the Swiss Federal Statistical Office (BFS/FSO) STAT-TAB catalog of 648 statistical datasets. Filter by subject area using BFS subject codes: "01"=population, "03"=employment, "06"=industry, "07"=agriculture, "09"=construction, "10"=tourism, "13"=social-security, "14"=health, "15"=education, "21"=sustainability. Returns dataset IDs (database_id) needed for table.metadata and table.query. Data: Swiss OGD, no auth, commercial use permitted.

read-only

Argument	Type	Description
limit	integer	Maximum number of dataset entries to return (1–200, default 50).
subject	string	Filter by BFS subject code or name. Code examples: "01"=population, "03"=employment, "06"=industry, "07"=agriculture, "09"=construction, "10"=tourism, "13"=social-security, "14"=health, "15"=education, "21"=sustainability. Omit to list all 648 datasets.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of dataset entries to return (1–200, default 50)."
    },
    "subject": {
      "type": "string",
      "description": "Filter by BFS subject code or name. Code examples: \"01\"=population, \"03\"=employment, \"06\"=industry, \"07\"=agriculture, \"09\"=construction, \"10\"=tourism, \"13\"=social-security, \"14\"=health, \"15\"=education, \"21\"=sustainability. Omit to list all 648 datasets."
    }
  },
  "additionalProperties": false
}

swissfso.table.metadata

Get the variable dimensions and available filter values for any Swiss Federal Statistical Office (FSO/BFS) STAT-TAB dataset. Provide a database_id from catalog.list. Returns the table title, dimension codes, and all available value codes with German labels — needed to construct filters for table.query. Example: database_id "px-x-0304010000_201" returns year, region, industry, professional status, gender, and percentile dimensions for monthly gross wages. Data: Swiss OGD, no auth, commercial use permitted.

read-only

Argument	Type	Description
database_id*	string	BFS database identifier (e.g. "px-x-0304010000_201" for monthly wages, "px-x-0103010000_123" for 2023 population by canton). Obtain from catalog.list.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "database_id"
  ],
  "properties": {
    "database_id": {
      "type": "string",
      "description": "BFS database identifier (e.g. \"px-x-0304010000_201\" for monthly wages, \"px-x-0103010000_123\" for 2023 population by canton). Obtain from catalog.list."
    }
  },
  "additionalProperties": false
}

swissfso.table.query

Query data from any Swiss Federal Statistical Office (FSO/BFS) STAT-TAB dataset using dimension filters. Provide a database_id from catalog.list and optional filters (from table.metadata). Each filter specifies a dimension code and an array of value codes. Returns JSON-stat2 formatted data with dimension labels and numeric values. Note: variable codes and labels are in German (official FSO data language). Unfiltered dimensions return all values, so always filter time and region to keep responses manageable. Swiss OGD, no auth.

read-only

Argument	Type	Description
filters	array	Array of dimension filters. Unfiltered dimensions return all values. Tip: always filter time and region dimensions to keep response size manageable.
database_id*	string	BFS database identifier (e.g. "px-x-0304010000_201"). Use catalog.list to discover IDs; table.metadata to see variable codes and values.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "database_id"
  ],
  "properties": {
    "filters": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "code",
          "values"
        ],
        "properties": {
          "code": {
            "type": "string",
            "description": "Dimension code as returned by table.metadata (e.g. \"Jahr\", \"Geschlecht\")."
          },
          "values": {
            "type": "array",
            "items": {
              "type": "string"
            },
            "description": "Array of value codes to select (e.g. [\"2024\"] for year 2024, [\"-1\"] for totals). Use value codes from table.metadata, not the human-readable labels."
          }
        },
        "description": "A dimension filter: selects specific values for one variable.",
        "additionalProperties": false
      },
      "description": "Array of dimension filters. Unfiltered dimensions return all values. Tip: always filter time and region dimensions to keep response size manageable."
    },
    "database_id": {
      "type": "string",
      "description": "BFS database identifier (e.g. \"px-x-0304010000_201\"). Use catalog.list to discover IDs; table.metadata to see variable codes and values."
    }
  },
  "additionalProperties": false
}

swissfso.wages.monthly

Get Swiss monthly gross wage statistics from the Federal Statistical Office (FSO/BFS) Salary Structure Survey. Returns nationwide median (or other percentile) monthly wages in CHF for all industries and professional levels combined. Available for biennial survey years 2012–2024. Filter by gender (total/female/male) and percentile (median/P10/P25/P75/P90). Example: 2024 median wage overall ≈ CHF 6,502/month. Data: FSO Lohnstrukturerhebung, no auth.

read-only

Argument	Type	Description
year	string	Survey year. Available: 2024, 2022, 2020, 2018, 2016, 2014, 2012. Default: 2024.
gender	string	Gender filter: "total" (default), "female" (Frauen), or "male" (Männer).
percentile	string	Wage percentile: "1"=median (default), "2"=P10, "3"=P25, "4"=P75, "5"=P90.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "year": {
      "type": "string",
      "description": "Survey year. Available: 2024, 2022, 2020, 2018, 2016, 2014, 2012. Default: 2024."
    },
    "gender": {
      "enum": [
        "total",
        "female",
        "male"
      ],
      "type": "string",
      "description": "Gender filter: \"total\" (default), \"female\" (Frauen), or \"male\" (Männer)."
    },
    "percentile": {
      "enum": [
        "1",
        "2",
        "3",
        "4",
        "5"
      ],
      "type": "string",
      "description": "Wage percentile: \"1\"=median (default), \"2\"=P10, \"3\"=P25, \"4\"=P75, \"5\"=P90."
    }
  },
  "additionalProperties": false
}

swissnbm.fx.rates

Retrieve Swiss National Bank official CHF exchange rates for 27 currencies including EUR, USD, GBP, JPY, CNY and more. Returns monthly average or end-of-month fixing values as reported by the SNB at 11 am. Covers historical series back to 1914 for major currencies; specify limit to control how many recent monthly periods are returned (default 24 months). Ideal for CHF valuation, Swiss currency analysis, and monetary research. Source: Swiss National Bank data.snb.ch (cube: devkum), Swiss OGD open license, no auth.

read-only

Argument	Type	Description
limit	integer	Number of most recent monthly observations to return per currency (1–120, default 24).
period	string	Rate type: "monthly_avg" for monthly average (default) or "end_of_month" for end-of-month fixing.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 120,
      "minimum": 1,
      "description": "Number of most recent monthly observations to return per currency (1–120, default 24)."
    },
    "period": {
      "enum": [
        "monthly_avg",
        "end_of_month"
      ],
      "type": "string",
      "description": "Rate type: \"monthly_avg\" for monthly average (default) or \"end_of_month\" for end-of-month fixing."
    }
  },
  "additionalProperties": false
}

swissnbm.money.aggregates

Retrieve Swiss monetary aggregate statistics published by the Swiss National Bank: currency in circulation, sight deposits, M1 (narrowest money), savings deposits, M2, time deposits, and M3 (broadest money supply). Values in CHF millions (level) or percent period-over-period change. Data updated monthly; most recent observations typically available with a 4–6 week lag. Ideal for Swiss monetary conditions analysis, inflation research, and macroeconomic studies. Source: Swiss National Bank data.snb.ch (cube: snbmonagg), Swiss OGD open license, no auth.

read-only

Argument	Type	Description
limit	integer	Number of most recent monthly observations to return per aggregate (1–120, default 24).
level_type	string	Data type: "level" for absolute CHF million values (default) or "change" for period-over-period percent change.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 120,
      "minimum": 1,
      "description": "Number of most recent monthly observations to return per aggregate (1–120, default 24)."
    },
    "level_type": {
      "enum": [
        "level",
        "change"
      ],
      "type": "string",
      "description": "Data type: \"level\" for absolute CHF million values (default) or \"change\" for period-over-period percent change."
    }
  },
  "additionalProperties": false
}

swissnbm.rates.policy

Retrieve the current Swiss National Bank policy rate, SARON overnight fixing, special rate (Liquidity-Shortage Financing Facility), and interest rates on sight deposits (below and above threshold). Returns daily observations for the requested period. The SNB policy rate is the primary monetary policy instrument; as of June 2026 it stands at 0.0%. Essential for Swiss monetary policy analysis, CHF rate expectations, and fixed-income research. Source: Swiss National Bank data.snb.ch (cube: snbgwdzid), Swiss OGD open license, no auth.

read-only

Argument	Type	Description
limit	integer	Number of most recent daily observations to return per rate series (1–365, default 90).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 365,
      "minimum": 1,
      "description": "Number of most recent daily observations to return per rate series (1–365, default 90)."
    }
  },
  "additionalProperties": false
}

swissnbm.rates.saron

Retrieve Swiss Average Rate Overnight (SARON) and compound term rates published by the Swiss National Bank: overnight SARON, Tomorrow Next, 1-month, 3-month, and 6-month compound rates. SARON replaced LIBOR as the Swiss reference rate benchmark in 2021. Returns daily observations for the requested period. Vital for Swiss franc derivatives pricing, loan referencing, and interest rate risk analysis. Source: Swiss National Bank data.snb.ch (cube: zirepo), Swiss OGD open license, no auth.

read-only

Argument	Type	Description
limit	integer	Number of most recent daily observations to return per SARON series (1–365, default 90).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 365,
      "minimum": 1,
      "description": "Number of most recent daily observations to return per SARON series (1–365, default 90)."
    }
  },
  "additionalProperties": false
}

tax.vatcomply.currencies

Current ECB reference exchange rates for 30+ currencies (USD, GBP, JPY, CHF, etc.) plus currency metadata — symbol, decimal places, issuing countries (VATcomply / ECB)

read-only

Argument	Type	Description
filter	string	Optional currency code filter (e.g. "USD", "GBP"). Omit for all currencies

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "filter": {
      "type": "string",
      "description": "Optional currency code filter (e.g. \"USD\", \"GBP\"). Omit for all currencies"
    }
  },
  "additionalProperties": false
}

tax.vatcomply.rates

Get current VAT rates for EU countries — standard rate, reduced rates, super-reduced rate, parking rate. Query one country or all 27 EU members. Sourced from EU TEDB (VATcomply)

read-only

Argument	Type	Description
country_code	string	ISO 3166-1 alpha-2 country code for specific country VAT rates (e.g. "DE", "FR", "IT"). Omit for all EU countries

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "country_code": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code for specific country VAT rates (e.g. \"DE\", \"FR\", \"IT\"). Omit for all EU countries"
    }
  },
  "additionalProperties": false
}

tax.vatcomply.validate

Validate a European VAT number via VIES — returns validity status, company name, and registered address. Supports all 27 EU member states + UK. Format: country prefix + number (e.g. DE123456789) (VATcomply, open source)

read-only

Argument	Type	Description
vat_number*	string	EU VAT number with country prefix (e.g. "DE123456789", "FR12345678901", "GB123456789")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vat_number"
  ],
  "properties": {
    "vat_number": {
      "type": "string",
      "minLength": 4,
      "description": "EU VAT number with country prefix (e.g. \"DE123456789\", \"FR12345678901\", \"GB123456789\")"
    }
  },
  "additionalProperties": false
}

test.random.user

Generate realistic random user profiles — name, email, phone, address, age, gender, photo. Filter by nationality and gender. For testing and demo data (RandomUser.me)

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Argument	Type	Description
count	integer	Number of random users to generate (default 1, max 20)
gender	string	Gender filter
nationality	string	Nationality filter — comma-separated ISO codes (e.g. "us", "gb,fr,de")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "count": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of random users to generate (default 1, max 20)"
    },
    "gender": {
      "enum": [
        "male",
        "female"
      ],
      "type": "string",
      "description": "Gender filter"
    },
    "nationality": {
      "type": "string",
      "description": "Nationality filter — comma-separated ISO codes (e.g. \"us\", \"gb,fr,de\")"
    }
  },
  "additionalProperties": false
}

tfl.transit.arrivals

Get live arrival predictions for a specific TfL line at a London stop or station. Returns upcoming trains sorted by soonest arrival, with destination, platform, direction, and minutes until arrival. Requires a line_id (e.g. central, bakerloo, jubilee, victoria, elizabeth, dlr, overground) and a NAPTAN stop_id (e.g. 940GZZLUHPK for Holland Park, 940GZZLUKSX for Kings Cross). Arrival predictions update every 30 seconds from the TfL real-time feed. Use direction=inbound/outbound to filter by travel direction. Source: TfL Unified API — api.tfl.gov.uk. No auth required, TfL Open Data CC-BY.

read-only

Argument	Type	Description
limit	integer	Maximum number of arrival predictions to return, sorted by soonest first (1–50). Defaults to 20.
line_id*	string	TfL line ID (e.g. central, bakerloo, victoria, northern, jubilee, elizabeth, overground, dlr, piccadilly). Use lowercase, hyphens for multi-word lines (e.g. elizabeth-line → use elizabeth).
stop_id*	string	NAPTAN stop point ID for the station (e.g. 940GZZLUHPK for Holland Park, 940GZZLUKSX for Kings Cross St. Pancras). Format: 940GZZLU + station code for tube stops.
direction	string	Filter arrivals by direction of travel (inbound, outbound, or all). Defaults to all directions.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "line_id",
    "stop_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of arrival predictions to return, sorted by soonest first (1–50). Defaults to 20."
    },
    "line_id": {
      "type": "string",
      "description": "TfL line ID (e.g. central, bakerloo, victoria, northern, jubilee, elizabeth, overground, dlr, piccadilly). Use lowercase, hyphens for multi-word lines (e.g. elizabeth-line → use elizabeth)."
    },
    "stop_id": {
      "type": "string",
      "description": "NAPTAN stop point ID for the station (e.g. 940GZZLUHPK for Holland Park, 940GZZLUKSX for Kings Cross St. Pancras). Format: 940GZZLU + station code for tube stops."
    },
    "direction": {
      "enum": [
        "inbound",
        "outbound",
        "all"
      ],
      "type": "string",
      "description": "Filter arrivals by direction of travel (inbound, outbound, or all). Defaults to all directions."
    }
  },
  "additionalProperties": false
}

tfl.transit.bike_points

Get real-time availability of Santander Cycles (formerly Boris Bikes) at all 800+ docking stations across London. Returns for each station: name, coordinates, number of available bikes (standard + e-bikes), empty docks, and total dock capacity. Optionally filter by station name keyword (e.g. Waterloo, Hyde Park, Soho, Paddington). Availability updates approximately every 2 minutes from the TfL live feed. Useful for cycle hire planning, last-mile commuting, and real-time docking station capacity monitoring. Source: TfL Unified API — api.tfl.gov.uk. No auth required, TfL Open Data CC-BY.

read-only

Argument	Type	Description
limit	integer	Maximum number of docking stations to return (1–200). Defaults to 50. Use with query to narrow results to a specific area.
query	string	Search by station name or location keyword to filter bike docking points (e.g. Waterloo, Soho, Hyde Park, Paddington). Returns all 799+ stations when omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of docking stations to return (1–200). Defaults to 50. Use with query to narrow results to a specific area."
    },
    "query": {
      "type": "string",
      "description": "Search by station name or location keyword to filter bike docking points (e.g. Waterloo, Soho, Hyde Park, Paddington). Returns all 799+ stations when omitted."
    }
  },
  "additionalProperties": false
}

tfl.transit.journey_plan

Plan a multi-modal journey between any two London locations using the TfL journey planner. Accepts free-text addresses, NAPTAN stop IDs, ICS station codes, or lat/lon coordinates as origin and destination. Returns up to 3 journey options with legs, modes (tube, bus, walking, overground, etc.), departure/arrival times, and turn-by-turn summaries. Optionally specify preferred modes (e.g. tube,bus), date (YYYYMMDD), and time (HHMM) for departing or arriving at a specific time. Covers all TfL services: Tube, Overground, Elizabeth line, DLR, bus, tram, river bus, and walking. Source: TfL Unified API — api.tfl.gov.uk. No auth required, TfL Open Data CC-BY.

read-only

Argument	Type	Description
to*	string	Journey destination — accepts NAPTAN IDs, ICS codes, lat/lon pairs, or free-text location names (e.g. Heathrow Terminal 5, Canary Wharf, Waterloo).
date	string	Journey date in YYYYMMDD format (e.g. 20250710). Defaults to today. Used together with time to find departures or arrivals at that datetime.
from*	string	Journey origin — accepts NAPTAN IDs (940GZZLUKSX), ICS codes (1000008), lat/lon pairs (51.509,-0.128), or free-text location names (e.g. Kings Cross, Victoria, London Bridge).
mode	string	Comma-separated preferred transport modes for the journey (e.g. tube,bus,walking or tube,overground,elizabeth-line). Defaults to all available TfL modes including walking.
time	string	Journey time in HHMM 24-hour format (e.g. 0830, 1730). Defaults to current time. Interpreted as departure time unless time_is is set to Arriving.
limit	integer	Maximum number of journey options to return (1–5). Defaults to 3.
time_is	string	Whether the time parameter represents a departure or arrival time (Departing or Arriving). Defaults to Departing.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "from",
    "to"
  ],
  "properties": {
    "to": {
      "type": "string",
      "description": "Journey destination — accepts NAPTAN IDs, ICS codes, lat/lon pairs, or free-text location names (e.g. Heathrow Terminal 5, Canary Wharf, Waterloo)."
    },
    "date": {
      "type": "string",
      "description": "Journey date in YYYYMMDD format (e.g. 20250710). Defaults to today. Used together with time to find departures or arrivals at that datetime."
    },
    "from": {
      "type": "string",
      "description": "Journey origin — accepts NAPTAN IDs (940GZZLUKSX), ICS codes (1000008), lat/lon pairs (51.509,-0.128), or free-text location names (e.g. Kings Cross, Victoria, London Bridge)."
    },
    "mode": {
      "type": "string",
      "description": "Comma-separated preferred transport modes for the journey (e.g. tube,bus,walking or tube,overground,elizabeth-line). Defaults to all available TfL modes including walking."
    },
    "time": {
      "type": "string",
      "description": "Journey time in HHMM 24-hour format (e.g. 0830, 1730). Defaults to current time. Interpreted as departure time unless time_is is set to Arriving."
    },
    "limit": {
      "type": "integer",
      "maximum": 5,
      "minimum": 1,
      "description": "Maximum number of journey options to return (1–5). Defaults to 3."
    },
    "time_is": {
      "enum": [
        "Departing",
        "Arriving"
      ],
      "type": "string",
      "description": "Whether the time parameter represents a departure or arrival time (Departing or Arriving). Defaults to Departing."
    }
  },
  "additionalProperties": false
}

tfl.transit.line_status

Get real-time service status for all Transport for London (TfL) lines including Tube, Overground, Elizabeth line, DLR, bus, tram, and cable car. Returns the current operational status (Good Service, Minor Delays, Severe Delays, Part Suspended, etc.) and the reason for any disruption. Filter by specific modes (tube, overground, elizabeth-line, dlr, bus, tram, cable-car, river-bus) and choose to show only disrupted lines. Returns total line count, how many are disrupted, and per-line status with severity score (0=closed, 10=good). Useful for journey planning, commuter alerts, and real-time London transport monitoring. Source: TfL Unified API — api.tfl.gov.uk. No auth required, TfL Open Data CC-BY.

read-only

Argument	Type	Description
modes	string	Comma-separated transport modes to query (e.g. tube,overground,elizabeth-line,dlr,bus,tram,cable-car). Defaults to tube,overground,elizabeth-line,dlr. Valid modes: tube, overground, elizabeth-line, dlr, bus, tram, cable-car, river-bus.
detail	boolean	Include additional disruption detail such as affected stops (default false). When true, the response includes affected station lists for each disruption.
include_good_service	boolean	Whether to include lines running with Good Service in the results (default true). Set to false to return only lines with disruptions, delays, or suspensions.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "modes": {
      "type": "string",
      "description": "Comma-separated transport modes to query (e.g. tube,overground,elizabeth-line,dlr,bus,tram,cable-car). Defaults to tube,overground,elizabeth-line,dlr. Valid modes: tube, overground, elizabeth-line, dlr, bus, tram, cable-car, river-bus."
    },
    "detail": {
      "type": "boolean",
      "description": "Include additional disruption detail such as affected stops (default false). When true, the response includes affected station lists for each disruption."
    },
    "include_good_service": {
      "type": "boolean",
      "description": "Whether to include lines running with Good Service in the results (default true). Set to false to return only lines with disruptions, delays, or suspensions."
    }
  },
  "additionalProperties": false
}

thesportsdb.events.next

Get the next scheduled matches for a sports league, identified by its TheSportsDB league ID. Returns upcoming events with home/away teams, scheduled date, kickoff time, round number, venue, and team badge URLs. Status field indicates scheduling state (NS = not started, PPD = postponed). Common league IDs: 4328 (English Premier League), 4387 (NBA), 4391 (NFL), 4380 (MLB), 4335 (Scottish Premier League). Obtain league IDs from team_search results (the league_id field). Data source: TheSportsDB — free public sports database, no auth required.

read-only

Argument	Type	Description
league_id*	string	TheSportsDB league ID to retrieve upcoming events for (e.g. "4328" for English Premier League, "4387" for NBA, "4391" for NFL). Obtain a league ID from team search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "league_id"
  ],
  "properties": {
    "league_id": {
      "type": "string",
      "description": "TheSportsDB league ID to retrieve upcoming events for (e.g. \"4328\" for English Premier League, \"4387\" for NBA, \"4391\" for NFL). Obtain a league ID from team search results."
    }
  },
  "additionalProperties": false
}

thesportsdb.events.past

Get the most recent completed match results for a sports league, identified by its TheSportsDB league ID. Returns match events with home/away teams, scores, round number, date, time, venue, and result string. Common league IDs: 4328 (English Premier League), 4387 (NBA), 4391 (NFL), 4380 (MLB), 4335 (Scottish Premier League). Obtain league IDs from team_search results (the league_id field). Data source: TheSportsDB — free public sports database, no auth required.

read-only

Argument	Type	Description
league_id*	string	TheSportsDB league ID to retrieve past events for (e.g. "4328" for English Premier League, "4387" for NBA, "4391" for NFL). Obtain a league ID from team search results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "league_id"
  ],
  "properties": {
    "league_id": {
      "type": "string",
      "description": "TheSportsDB league ID to retrieve past events for (e.g. \"4328\" for English Premier League, \"4387\" for NBA, \"4391\" for NFL). Obtain a league ID from team search results."
    }
  },
  "additionalProperties": false
}

thesportsdb.players.search

Search for a professional sports player by name across all sports. Returns player profile including current team, sport, position, nationality, date of birth, active status, gender, and player photo URLs (thumbnail and cutout). Supports partial name matching. Multiple results are returned when the name is ambiguous. Data source: TheSportsDB — free public sports database, no auth required.

read-only

Argument	Type	Description
name*	string	Player name to search for (e.g. "Harry Kane", "LeBron James"). Partial names are supported.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Player name to search for (e.g. \"Harry Kane\", \"LeBron James\"). Partial names are supported."
    }
  },
  "additionalProperties": false
}

thesportsdb.teams.search

Search for a sports team by name across all sports (soccer, basketball, NFL, NHL, baseball, rugby, etc.). Returns team profile including sport type, primary league with league ID, stadium, location, country, founding year, website, and badge/logo URL. Use the returned league_id to retrieve past or upcoming match results via the events_past and events_next tools. Data source: TheSportsDB — free public sports database, no auth required.

read-only

Argument	Type	Description
name*	string	Team name to search for (e.g. "Arsenal", "Lakers", "New England Patriots"). Partial names are supported.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Team name to search for (e.g. \"Arsenal\", \"Lakers\", \"New England Patriots\"). Partial names are supported."
    }
  },
  "additionalProperties": false
}

ticketmaster.events.by_artist

Find events by artist or performer name with optional country and date filters (Ticketmaster)

read-only

Argument	Type	Description
page	integer	Page number for pagination (0-based, default 0)
size	integer	Number of results per page (1-200, default 20)
sort	string	Sort order (e.g. "date,asc", "relevance,desc")
locale	string	Locale for response (e.g. "en-us")
keyword	string	Artist/performer name to search (e.g. "Beyonce", "Coldplay")
countryCode	string	ISO 3166-1 alpha-2 country code (e.g. "US", "GB")
endDateTime	string	End date/time in ISO 8601 format with Z suffix
attractionId	string	Ticketmaster attraction ID for exact artist match
startDateTime	string	Start date/time in ISO 8601 format with Z suffix

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Page number for pagination (0-based, default 0)"
    },
    "size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of results per page (1-200, default 20)"
    },
    "sort": {
      "type": "string",
      "description": "Sort order (e.g. \"date,asc\", \"relevance,desc\")"
    },
    "locale": {
      "type": "string",
      "description": "Locale for response (e.g. \"en-us\")"
    },
    "keyword": {
      "type": "string",
      "description": "Artist/performer name to search (e.g. \"Beyonce\", \"Coldplay\")"
    },
    "countryCode": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"GB\")"
    },
    "endDateTime": {
      "type": "string",
      "description": "End date/time in ISO 8601 format with Z suffix"
    },
    "attractionId": {
      "type": "string",
      "description": "Ticketmaster attraction ID for exact artist match"
    },
    "startDateTime": {
      "type": "string",
      "description": "Start date/time in ISO 8601 format with Z suffix"
    }
  },
  "additionalProperties": false
}

ticketmaster.events.by_venue

Get upcoming events at a specific venue by venue ID (Ticketmaster)

read-only

Argument	Type	Description
page	integer	Page number for pagination (0-based, default 0)
size	integer	Number of results per page (1-200, default 20)
sort	string	Sort order (e.g. "date,asc", "relevance,desc")
locale	string	Locale for response (e.g. "en-us")
keyword	string	Optional keyword filter for events at this venue
venueId*	string	Ticketmaster venue ID (e.g. "KovZpZA7AAEA" for Madison Square Garden)
endDateTime	string	End date/time in ISO 8601 format with Z suffix
startDateTime	string	Start date/time in ISO 8601 format with Z suffix

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "venueId"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Page number for pagination (0-based, default 0)"
    },
    "size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of results per page (1-200, default 20)"
    },
    "sort": {
      "type": "string",
      "description": "Sort order (e.g. \"date,asc\", \"relevance,desc\")"
    },
    "locale": {
      "type": "string",
      "description": "Locale for response (e.g. \"en-us\")"
    },
    "keyword": {
      "type": "string",
      "description": "Optional keyword filter for events at this venue"
    },
    "venueId": {
      "type": "string",
      "description": "Ticketmaster venue ID (e.g. \"KovZpZA7AAEA\" for Madison Square Garden)"
    },
    "endDateTime": {
      "type": "string",
      "description": "End date/time in ISO 8601 format with Z suffix"
    },
    "startDateTime": {
      "type": "string",
      "description": "Start date/time in ISO 8601 format with Z suffix"
    }
  },
  "additionalProperties": false
}

ticketmaster.events.categories

Get all event classification categories — segments, genres, sub-genres (Ticketmaster)

read-only

Argument	Type	Description
page	integer	Page number for pagination (0-based, default 0)
size	integer	Number of results per page (1-200, default 20)
locale	string	Locale for response (e.g. "en-us")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Page number for pagination (0-based, default 0)"
    },
    "size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of results per page (1-200, default 20)"
    },
    "locale": {
      "type": "string",
      "description": "Locale for response (e.g. \"en-us\")"
    }
  },
  "additionalProperties": false
}

ticketmaster.events.details

Get full details for an event — dates, venues, prices, images, classifications, seat map (Ticketmaster)

read-only

Argument	Type	Description
id*	string	Ticketmaster event ID (e.g. "vvG1iZ4JkS1GKT")
locale	string	Locale for response (e.g. "en-us")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "Ticketmaster event ID (e.g. \"vvG1iZ4JkS1GKT\")"
    },
    "locale": {
      "type": "string",
      "description": "Locale for response (e.g. \"en-us\")"
    }
  },
  "additionalProperties": false
}

ticketmaster.events.nearby

Find events near geographic coordinates with radius filter (Ticketmaster)

read-only

Argument	Type	Description
page	integer	Page number for pagination (0-based, default 0)
size	integer	Number of results per page (1-200, default 20)
sort	string	Sort order (e.g. "date,asc", "distance,asc")
unit	string	Distance unit for radius (default: miles)
locale	string	Locale for response (e.g. "en-us")
radius	integer	Search radius (default unit: miles, max 500)
keyword	string	Optional keyword filter (e.g. "jazz", "basketball")
latlong*	string	Latitude,longitude coordinates (e.g. "40.7128,-74.0060" for NYC)
endDateTime	string	End date/time in ISO 8601 format with Z suffix
startDateTime	string	Start date/time in ISO 8601 format with Z suffix
classificationName	string	Event category filter (e.g. "Music", "Sports")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latlong"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Page number for pagination (0-based, default 0)"
    },
    "size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of results per page (1-200, default 20)"
    },
    "sort": {
      "type": "string",
      "description": "Sort order (e.g. \"date,asc\", \"distance,asc\")"
    },
    "unit": {
      "enum": [
        "miles",
        "km"
      ],
      "type": "string",
      "description": "Distance unit for radius (default: miles)"
    },
    "locale": {
      "type": "string",
      "description": "Locale for response (e.g. \"en-us\")"
    },
    "radius": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Search radius (default unit: miles, max 500)"
    },
    "keyword": {
      "type": "string",
      "description": "Optional keyword filter (e.g. \"jazz\", \"basketball\")"
    },
    "latlong": {
      "type": "string",
      "description": "Latitude,longitude coordinates (e.g. \"40.7128,-74.0060\" for NYC)"
    },
    "endDateTime": {
      "type": "string",
      "description": "End date/time in ISO 8601 format with Z suffix"
    },
    "startDateTime": {
      "type": "string",
      "description": "Start date/time in ISO 8601 format with Z suffix"
    },
    "classificationName": {
      "type": "string",
      "description": "Event category filter (e.g. \"Music\", \"Sports\")"
    }
  },
  "additionalProperties": false
}

ticketmaster.events.search

Search for events (concerts, sports, theatre, festivals) by keyword, city, date, or category across 26+ countries (Ticketmaster)

read-only

Argument	Type	Description
city	string	City name to filter events (e.g. "New York", "London")
page	integer	Page number for pagination (0-based, default 0)
size	integer	Number of results per page (1-200, default 20)
sort	string	Sort order (e.g. "date,asc", "relevance,desc", "name,asc")
locale	string	Locale for response (e.g. "en-us", "fr-fr")
keyword	string	Search keyword (e.g. "concert", "NBA", "Taylor Swift")
stateCode	string	State code for US/CA events (e.g. "NY", "CA", "ON")
countryCode	string	ISO 3166-1 alpha-2 country code (e.g. "US", "GB", "DE")
endDateTime	string	End date/time in ISO 8601 format with Z suffix (e.g. "2026-12-31T23:59:59Z")
startDateTime	string	Start date/time in ISO 8601 format with Z suffix (e.g. "2026-04-01T00:00:00Z")
classificationName	string	Event category filter (e.g. "Music", "Sports", "Arts & Theatre")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "City name to filter events (e.g. \"New York\", \"London\")"
    },
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Page number for pagination (0-based, default 0)"
    },
    "size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of results per page (1-200, default 20)"
    },
    "sort": {
      "type": "string",
      "description": "Sort order (e.g. \"date,asc\", \"relevance,desc\", \"name,asc\")"
    },
    "locale": {
      "type": "string",
      "description": "Locale for response (e.g. \"en-us\", \"fr-fr\")"
    },
    "keyword": {
      "type": "string",
      "description": "Search keyword (e.g. \"concert\", \"NBA\", \"Taylor Swift\")"
    },
    "stateCode": {
      "type": "string",
      "description": "State code for US/CA events (e.g. \"NY\", \"CA\", \"ON\")"
    },
    "countryCode": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"GB\", \"DE\")"
    },
    "endDateTime": {
      "type": "string",
      "description": "End date/time in ISO 8601 format with Z suffix (e.g. \"2026-12-31T23:59:59Z\")"
    },
    "startDateTime": {
      "type": "string",
      "description": "Start date/time in ISO 8601 format with Z suffix (e.g. \"2026-04-01T00:00:00Z\")"
    },
    "classificationName": {
      "type": "string",
      "description": "Event category filter (e.g. \"Music\", \"Sports\", \"Arts & Theatre\")"
    }
  },
  "additionalProperties": false
}

ticketmaster.events.trending

Get trending and popular events sorted by relevance (Ticketmaster)

read-only

Argument	Type	Description
page	integer	Page number for pagination (0-based, default 0)
size	integer	Number of results per page (1-200, default 20)
locale	string	Locale for response (e.g. "en-us")
countryCode	string	ISO 3166-1 alpha-2 country code (e.g. "US", "GB")
classificationName	string	Event category filter (e.g. "Music", "Sports")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Page number for pagination (0-based, default 0)"
    },
    "size": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of results per page (1-200, default 20)"
    },
    "locale": {
      "type": "string",
      "description": "Locale for response (e.g. \"en-us\")"
    },
    "countryCode": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code (e.g. \"US\", \"GB\")"
    },
    "classificationName": {
      "type": "string",
      "description": "Event category filter (e.g. \"Music\", \"Sports\")"
    }
  },
  "additionalProperties": false
}

tides.noaa.predictions

Get tide predictions for a NOAA station — high/low tides, hourly, or 6-minute intervals. Returns predicted water level in feet or meters. Covers US coastlines, rivers, Great Lakes. Station IDs: 8518750 (NYC), 9414290 (SF), 8443970 (Boston) (NOAA, US Gov)

read-only

Argument	Type	Description
datum	string	Vertical datum: MLLW (default), MSL, NAVD, MHHW, MHW, MLW, etc.
units	string	Units: "english" = feet (default), "metric" = meters
station*	string	NOAA station ID (e.g. "8518750" for The Battery NYC, "9414290" for San Francisco, "8443970" for Boston)
end_date*	string	End date in YYYYMMDD format (e.g. "20260410"). Max range: 31 days.
interval	string	Prediction interval: "hilo" = high/low tides only (default), "h" = hourly, "6" = every 6 minutes
begin_date*	string	Start date in YYYYMMDD format (e.g. "20260409")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station",
    "begin_date",
    "end_date"
  ],
  "properties": {
    "datum": {
      "type": "string",
      "description": "Vertical datum: MLLW (default), MSL, NAVD, MHHW, MHW, MLW, etc."
    },
    "units": {
      "enum": [
        "english",
        "metric"
      ],
      "type": "string",
      "description": "Units: \"english\" = feet (default), \"metric\" = meters"
    },
    "station": {
      "type": "string",
      "minLength": 1,
      "description": "NOAA station ID (e.g. \"8518750\" for The Battery NYC, \"9414290\" for San Francisco, \"8443970\" for Boston)"
    },
    "end_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "End date in YYYYMMDD format (e.g. \"20260410\"). Max range: 31 days."
    },
    "interval": {
      "enum": [
        "hilo",
        "h",
        "6"
      ],
      "type": "string",
      "description": "Prediction interval: \"hilo\" = high/low tides only (default), \"h\" = hourly, \"6\" = every 6 minutes"
    },
    "begin_date": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "Start date in YYYYMMDD format (e.g. \"20260409\")"
    }
  },
  "additionalProperties": false
}

tides.noaa.water_levels

Get real-time observed water levels from a NOAA station — latest reading or recent history. Returns water level in feet or meters with quality flags. Updated every 6 minutes. Covers US coastlines, rivers, Great Lakes (NOAA, US Gov)

read-only

Argument	Type	Description
date	string	Date filter: "latest" (default, most recent reading), "today", "recent" (last 72 hours), or YYYYMMDD for specific date
datum	string	Vertical datum: MLLW (default), MSL, NAVD, MHHW, MHW, MLW, etc.
units	string	Units: "english" = feet (default), "metric" = meters
station*	string	NOAA station ID (e.g. "8518750" for The Battery NYC, "9414290" for San Francisco)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station"
  ],
  "properties": {
    "date": {
      "type": "string",
      "description": "Date filter: \"latest\" (default, most recent reading), \"today\", \"recent\" (last 72 hours), or YYYYMMDD for specific date"
    },
    "datum": {
      "type": "string",
      "description": "Vertical datum: MLLW (default), MSL, NAVD, MHHW, MHW, MLW, etc."
    },
    "units": {
      "enum": [
        "english",
        "metric"
      ],
      "type": "string",
      "description": "Units: \"english\" = feet (default), \"metric\" = meters"
    },
    "station": {
      "type": "string",
      "minLength": 1,
      "description": "NOAA station ID (e.g. \"8518750\" for The Battery NYC, \"9414290\" for San Francisco)"
    }
  },
  "additionalProperties": false
}

time.worldclock.convert

Convert date/time from one timezone to another. DST-aware. 597 IANA timezones (TimeAPI.io)

read-only

Argument	Type	Description
datetime*	string	Date and time to convert in "YYYY-MM-DD HH:mm:ss" format (e.g. "2026-03-20 12:00:00")
to_timezone*	string	Target IANA timezone (e.g. "Asia/Tokyo")
from_timezone*	string	Source IANA timezone (e.g. "America/New_York")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "from_timezone",
    "datetime",
    "to_timezone"
  ],
  "properties": {
    "datetime": {
      "type": "string",
      "description": "Date and time to convert in \"YYYY-MM-DD HH:mm:ss\" format (e.g. \"2026-03-20 12:00:00\")"
    },
    "to_timezone": {
      "type": "string",
      "description": "Target IANA timezone (e.g. \"Asia/Tokyo\")"
    },
    "from_timezone": {
      "type": "string",
      "description": "Source IANA timezone (e.g. \"America/New_York\")"
    }
  },
  "additionalProperties": false
}

time.worldclock.current

Get current date, time, and day of week for any IANA timezone. DST-aware. No auth, free, unlimited (TimeAPI.io)

read-only

Argument	Type	Description
timezone*	string	IANA timezone name (e.g. "America/New_York", "Europe/London", "Asia/Tokyo", "UTC")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "timezone"
  ],
  "properties": {
    "timezone": {
      "type": "string",
      "description": "IANA timezone name (e.g. \"America/New_York\", \"Europe/London\", \"Asia/Tokyo\", \"UTC\")"
    }
  },
  "additionalProperties": false
}

time.worldclock.zones

List all 597 IANA timezone names. Use for timezone validation and discovery (TimeAPI.io)

read-only

Argument	Type	Description
filter	string	Optional prefix filter for timezone names (e.g. "America", "Europe", "Asia"). Returns all 597 zones if omitted.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "filter": {
      "type": "string",
      "description": "Optional prefix filter for timezone names (e.g. \"America\", \"Europe\", \"Asia\"). Returns all 597 zones if omitted."
    }
  },
  "additionalProperties": false
}

tmdb.movies.details

Get full movie details — cast, crew, trailers, ratings, streaming providers, runtime, budget, revenue (TMDB)

read-only

Argument	Type	Description
id*	integer	TMDB movie ID (e.g. 550 for Fight Club, 27205 for Inception)
language	string	ISO 639-1 language code (e.g. "en-US"). Default: en-US

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "TMDB movie ID (e.g. 550 for Fight Club, 27205 for Inception)"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en-US\"). Default: en-US"
    }
  },
  "additionalProperties": false
}

tmdb.movies.discover

Discover movies or TV shows by genre, year, rating, language, and sort order (TMDB)

read-only

Argument	Type	Description
page	integer	Page number (1-500, default 1)
type	string	Content type to discover: "movie" or "tv" (default "movie")
year	integer	Filter by release year (movies only)
region	string	ISO 3166-1 region for release dates (e.g. "US", "GB")
sort_by	string	Sort field (e.g. "popularity.desc", "vote_average.desc", "revenue.desc", "primary_release_date.desc")
language	string	ISO 639-1 language code (e.g. "en-US"). Default: en-US
with_genres	string	Comma-separated genre IDs to filter (e.g. "28,12" for Action+Adventure)
include_adult	boolean	Include adult content (default false)
vote_average_gte	number	Minimum vote average (0-10)
vote_average_lte	number	Maximum vote average (0-10)
first_air_date_year	integer	Filter by first air date year (TV only)
primary_release_year	integer	Filter by primary release year (movies only)
with_original_language	string	ISO 639-1 original language filter (e.g. "en", "ko", "ja")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Page number (1-500, default 1)"
    },
    "type": {
      "enum": [
        "movie",
        "tv"
      ],
      "type": "string",
      "description": "Content type to discover: \"movie\" or \"tv\" (default \"movie\")"
    },
    "year": {
      "type": "integer",
      "description": "Filter by release year (movies only)"
    },
    "region": {
      "type": "string",
      "description": "ISO 3166-1 region for release dates (e.g. \"US\", \"GB\")"
    },
    "sort_by": {
      "type": "string",
      "description": "Sort field (e.g. \"popularity.desc\", \"vote_average.desc\", \"revenue.desc\", \"primary_release_date.desc\")"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en-US\"). Default: en-US"
    },
    "with_genres": {
      "type": "string",
      "description": "Comma-separated genre IDs to filter (e.g. \"28,12\" for Action+Adventure)"
    },
    "include_adult": {
      "type": "boolean",
      "description": "Include adult content (default false)"
    },
    "vote_average_gte": {
      "type": "number",
      "maximum": 10,
      "minimum": 0,
      "description": "Minimum vote average (0-10)"
    },
    "vote_average_lte": {
      "type": "number",
      "maximum": 10,
      "minimum": 0,
      "description": "Maximum vote average (0-10)"
    },
    "first_air_date_year": {
      "type": "integer",
      "description": "Filter by first air date year (TV only)"
    },
    "primary_release_year": {
      "type": "integer",
      "description": "Filter by primary release year (movies only)"
    },
    "with_original_language": {
      "type": "string",
      "description": "ISO 639-1 original language filter (e.g. \"en\", \"ko\", \"ja\")"
    }
  },
  "additionalProperties": false
}

tmdb.movies.person

Search for actors, directors, or crew by name, or get full filmography by person ID (TMDB)

read-only

Argument	Type	Description
id	integer	TMDB person ID for detailed filmography (e.g. 31 for Tom Hanks). Use either id or query
page	integer	Page number for search results (1-500, default 1)
query	string	Person name to search for (e.g. "Tom Hanks", "Miyazaki"). Use either query or id
language	string	ISO 639-1 language code (e.g. "en-US"). Default: en-US
include_adult	boolean	Include adult content (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "id": {
      "type": "integer",
      "description": "TMDB person ID for detailed filmography (e.g. 31 for Tom Hanks). Use either id or query"
    },
    "page": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Page number for search results (1-500, default 1)"
    },
    "query": {
      "type": "string",
      "description": "Person name to search for (e.g. \"Tom Hanks\", \"Miyazaki\"). Use either query or id"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en-US\"). Default: en-US"
    },
    "include_adult": {
      "type": "boolean",
      "description": "Include adult content (default false)"
    }
  },
  "additionalProperties": false
}

tmdb.movies.search

Search for movies, TV shows, and people by name across 1M+ titles in 39 languages (TMDB)

read-only

Argument	Type	Description
page	integer	Page number (1-500, default 1)
query*	string	Search query (movie, TV show, or person name)
language	string	ISO 639-1 language code (e.g. "en-US", "de-DE", "ja-JP"). Default: en-US
include_adult	boolean	Include adult content in results (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Page number (1-500, default 1)"
    },
    "query": {
      "type": "string",
      "description": "Search query (movie, TV show, or person name)"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en-US\", \"de-DE\", \"ja-JP\"). Default: en-US"
    },
    "include_adult": {
      "type": "boolean",
      "description": "Include adult content in results (default false)"
    }
  },
  "additionalProperties": false
}

tmdb.movies.similar

Get movie recommendations based on a movie ID — similar genres, themes, cast (TMDB)

read-only

Argument	Type	Description
id*	integer	TMDB movie ID to get recommendations for
page	integer	Page number (1-500, default 1)
language	string	ISO 639-1 language code (e.g. "en-US"). Default: en-US

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "TMDB movie ID to get recommendations for"
    },
    "page": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Page number (1-500, default 1)"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en-US\"). Default: en-US"
    }
  },
  "additionalProperties": false
}

tmdb.movies.trending

Get trending movies, TV shows, or people — daily or weekly (TMDB)

read-only

Argument	Type	Description
page	integer	Page number (1-500, default 1)
type	string	Content type: "movie", "tv", "person", or "all" (default "movie")
window	string	Time window: "day" or "week" (default "week")
language	string	ISO 639-1 language code (e.g. "en-US"). Default: en-US

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Page number (1-500, default 1)"
    },
    "type": {
      "enum": [
        "movie",
        "tv",
        "person",
        "all"
      ],
      "type": "string",
      "description": "Content type: \"movie\", \"tv\", \"person\", or \"all\" (default \"movie\")"
    },
    "window": {
      "enum": [
        "day",
        "week"
      ],
      "type": "string",
      "description": "Time window: \"day\" or \"week\" (default \"week\")"
    },
    "language": {
      "type": "string",
      "description": "ISO 639-1 language code (e.g. \"en-US\"). Default: en-US"
    }
  },
  "additionalProperties": false
}

tmdb.movies.where_to_watch

Find streaming, rental, and purchase options for a movie or TV show by country (TMDB)

read-only

Argument	Type	Description
id*	integer	TMDB movie or TV show ID
type	string	Content type: "movie" or "tv" (default "movie")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "TMDB movie or TV show ID"
    },
    "type": {
      "enum": [
        "movie",
        "tv"
      ],
      "type": "string",
      "description": "Content type: \"movie\" or \"tv\" (default \"movie\")"
    }
  },
  "additionalProperties": false
}

translate.text.detect

Detect the language of text — returns language code and confidence score. Supports batch detection (Langbly)

read-only

Argument	Type	Description
text*	any	Text to detect language of — single string or array

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text"
  ],
  "properties": {
    "text": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      ],
      "description": "Text to detect language of — single string or array"
    }
  },
  "additionalProperties": false
}

translate.text.languages

List all 90+ supported translation languages with localized names. Specify display_language to get names in that language (Langbly)

read-only

Argument	Type	Description
display_language	string	Language code to display names in (e.g. "en" returns "Spanish", "es" returns "Español")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "display_language": {
      "type": "string",
      "description": "Language code to display names in (e.g. \"en\" returns \"Spanish\", \"es\" returns \"Español\")"
    }
  },
  "additionalProperties": false
}

translate.text.translate

Translate text between 90+ languages — auto-detects source language, supports batch translation (array of strings), HTML format preservation. Google Translate v2 compatible. $5/1M chars (Langbly)

read-only

Argument	Type	Description
text*	any	Text to translate — single string or array of strings for batch translation
format	string	Input format: "text" (default) or "html" (preserves HTML tags)
source	string	Source language code (auto-detected if omitted)
target*	string	Target language code (e.g. "es", "fr", "de", "ja", "zh", "ru", "ar")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "text",
    "target"
  ],
  "properties": {
    "text": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      ],
      "description": "Text to translate — single string or array of strings for batch translation"
    },
    "format": {
      "enum": [
        "text",
        "html"
      ],
      "type": "string",
      "description": "Input format: \"text\" (default) or \"html\" (preserves HTML tags)"
    },
    "source": {
      "type": "string",
      "maxLength": 5,
      "minLength": 2,
      "description": "Source language code (auto-detected if omitted)"
    },
    "target": {
      "type": "string",
      "maxLength": 5,
      "minLength": 2,
      "description": "Target language code (e.g. \"es\", \"fr\", \"de\", \"ja\", \"zh\", \"ru\", \"ar\")"
    }
  },
  "additionalProperties": false
}

transport-rest.transit.departures

Get real-time upcoming departures (line, direction, platform, delay) for a Berlin/Brandenburg transit stop within a time window. Stop ID comes from transport-rest.transit.search_locations or transport-rest.transit.nearby_stops. Data: v6.bvg.transport.rest (community HAFAS wrapper for BVG), no auth required, 100 req/min.

read-only

Argument	Type	Description
when	string	ISO 8601 date-time to fetch departures for instead of now (e.g. "2026-09-01T08:00:00+02:00").
results	integer	Maximum number of departures to return (default 20, max 100).
stop_id*	string	Stop/station ID to fetch departures for, obtained from transport-rest.location_search or transport-rest.nearby_stops (e.g. "900100003").
duration_minutes	integer	Time window in minutes to look ahead for departures (default 60, max 180).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "stop_id"
  ],
  "properties": {
    "when": {
      "type": "string",
      "description": "ISO 8601 date-time to fetch departures for instead of now (e.g. \"2026-09-01T08:00:00+02:00\")."
    },
    "results": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of departures to return (default 20, max 100)."
    },
    "stop_id": {
      "type": "string",
      "maxLength": 30,
      "minLength": 1,
      "description": "Stop/station ID to fetch departures for, obtained from transport-rest.location_search or transport-rest.nearby_stops (e.g. \"900100003\")."
    },
    "duration_minutes": {
      "type": "integer",
      "maximum": 180,
      "minimum": 1,
      "description": "Time window in minutes to look ahead for departures (default 60, max 180)."
    }
  },
  "additionalProperties": false
}

transport-rest.transit.nearby_stops

Find public transit stops/stations near a latitude/longitude coordinate in Berlin/Brandenburg, sorted by walking distance. Useful for "what transit is near this address" queries. Data: v6.bvg.transport.rest (community HAFAS wrapper for BVG), no auth required, 100 req/min.

read-only

Argument	Type	Description
results	integer	Maximum number of nearby stops to return (default 8, max 50).
latitude*	number	Latitude of the search point (WGS84).
longitude*	number	Longitude of the search point (WGS84).
max_distance_meters	integer	Maximum walking distance in meters from the search point. Omit for no limit.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "results": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of nearby stops to return (default 8, max 50)."
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude of the search point (WGS84)."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude of the search point (WGS84)."
    },
    "max_distance_meters": {
      "type": "integer",
      "maximum": 20000,
      "minimum": 1,
      "description": "Maximum walking distance in meters from the search point. Omit for no limit."
    }
  },
  "additionalProperties": false
}

transport-rest.transit.plan_journey

Plan a public transit journey between two Berlin/Brandenburg stops, with leg-by-leg routing (lines, transfers, real-time delays, duration). Stop IDs come from transport-rest.transit.search_locations or transport-rest.transit.nearby_stops. Data: v6.bvg.transport.rest (community HAFAS wrapper for BVG), no auth required, 100 req/min.

read-only

Argument	Type	Description
arrival	string	ISO 8601 date-time to arrive at or before. Mutually exclusive with departure.
results	integer	Maximum number of journey options to return (default 3, max 10).
departure	string	ISO 8601 date-time to depart at or after (e.g. "2026-09-01T08:00:00+02:00"). Mutually exclusive with arrival; defaults to now if neither is set.
to_stop_id*	string	Destination stop/station ID, obtained from transport-rest.location_search or transport-rest.nearby_stops.
from_stop_id*	string	Origin stop/station ID, obtained from transport-rest.location_search or transport-rest.nearby_stops.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "from_stop_id",
    "to_stop_id"
  ],
  "properties": {
    "arrival": {
      "type": "string",
      "description": "ISO 8601 date-time to arrive at or before. Mutually exclusive with departure."
    },
    "results": {
      "type": "integer",
      "maximum": 10,
      "minimum": 1,
      "description": "Maximum number of journey options to return (default 3, max 10)."
    },
    "departure": {
      "type": "string",
      "description": "ISO 8601 date-time to depart at or after (e.g. \"2026-09-01T08:00:00+02:00\"). Mutually exclusive with arrival; defaults to now if neither is set."
    },
    "to_stop_id": {
      "type": "string",
      "maxLength": 30,
      "minLength": 1,
      "description": "Destination stop/station ID, obtained from transport-rest.location_search or transport-rest.nearby_stops."
    },
    "from_stop_id": {
      "type": "string",
      "maxLength": 30,
      "minLength": 1,
      "description": "Origin stop/station ID, obtained from transport-rest.location_search or transport-rest.nearby_stops."
    }
  },
  "additionalProperties": false
}

transport-rest.transit.search_locations

Search for public transit stops/stations, addresses, or points of interest in Berlin/Brandenburg by name (e.g. "Alexanderplatz"). Returns location IDs and coordinates to use with departures, journey planning, and nearby-stop lookups. Data: v6.bvg.transport.rest (community HAFAS wrapper for BVG), no auth required, 100 req/min.

read-only

Argument	Type	Description
query*	string	Search text for a stop/station, address, or point of interest (e.g. "Alexanderplatz" or "Unter den Linden 1, Berlin"). Returns matching location IDs to use in other tools.
results	integer	Maximum number of matching locations to return (default 10, max 50).
include_poi	boolean	Include points of interest (landmarks, venues) in results, not just stops. Default false.
include_addresses	boolean	Include street addresses in results, not just stops. Default false.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 120,
      "minLength": 2,
      "description": "Search text for a stop/station, address, or point of interest (e.g. \"Alexanderplatz\" or \"Unter den Linden 1, Berlin\"). Returns matching location IDs to use in other tools."
    },
    "results": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of matching locations to return (default 10, max 50)."
    },
    "include_poi": {
      "type": "boolean",
      "description": "Include points of interest (landmarks, venues) in results, not just stops. Default false."
    },
    "include_addresses": {
      "type": "boolean",
      "description": "Include street addresses in results, not just stops. Default false."
    }
  },
  "additionalProperties": false
}

travel.nps.alerts

Real-time alerts (closures, hazards, fire, flood, danger) for US national parks. Filter by state or park code. NPS public domain

read-only

Argument	Type	Description
q	string	Free-text keyword search.
limit	integer	Max records to return (default 10, max 50).
start	integer	Pagination offset for stepping through results.
park_code	string	Optional park code (e.g. "yose" Yosemite, "yell" Yellowstone, "grca" Grand Canyon). Comma-separated allowed.
state_code	string	Optional 2-letter US state code (e.g. "CA", "NY", "WY"). Comma-separated for multiple ("CA,WY").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Free-text keyword search."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max records to return (default 10, max 50)."
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for stepping through results."
    },
    "park_code": {
      "type": "string",
      "description": "Optional park code (e.g. \"yose\" Yosemite, \"yell\" Yellowstone, \"grca\" Grand Canyon). Comma-separated allowed."
    },
    "state_code": {
      "type": "string",
      "description": "Optional 2-letter US state code (e.g. \"CA\", \"NY\", \"WY\"). Comma-separated for multiple (\"CA,WY\")."
    }
  },
  "additionalProperties": false
}

travel.nps.campgrounds

NPS campgrounds with reservation info, accessibility, amenities, coords. NPS public domain

read-only

Argument	Type	Description
q	string	Free-text keyword search.
limit	integer	Max records to return (default 10, max 50).
start	integer	Pagination offset for stepping through results.
park_code	string	Optional park code (e.g. "yose" Yosemite, "yell" Yellowstone, "grca" Grand Canyon). Comma-separated allowed.
state_code	string	Optional 2-letter US state code (e.g. "CA", "NY", "WY"). Comma-separated for multiple ("CA,WY").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Free-text keyword search."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max records to return (default 10, max 50)."
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for stepping through results."
    },
    "park_code": {
      "type": "string",
      "description": "Optional park code (e.g. \"yose\" Yosemite, \"yell\" Yellowstone, \"grca\" Grand Canyon). Comma-separated allowed."
    },
    "state_code": {
      "type": "string",
      "description": "Optional 2-letter US state code (e.g. \"CA\", \"NY\", \"WY\"). Comma-separated for multiple (\"CA,WY\")."
    }
  },
  "additionalProperties": false
}

travel.nps.parks

Search the 474 US national parks with full metadata: coords, activities, entrance fees, operating hours, photos, designation. Filter by state code, park code, or keyword. NPS public domain

read-only

Argument	Type	Description
q	string	Free-text keyword search.
limit	integer	Max records to return (default 10, max 50).
start	integer	Pagination offset for stepping through results.
park_code	string	Optional park code (e.g. "yose" Yosemite, "yell" Yellowstone, "grca" Grand Canyon). Comma-separated allowed.
state_code	string	Optional 2-letter US state code (e.g. "CA", "NY", "WY"). Comma-separated for multiple ("CA,WY").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Free-text keyword search."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max records to return (default 10, max 50)."
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for stepping through results."
    },
    "park_code": {
      "type": "string",
      "description": "Optional park code (e.g. \"yose\" Yosemite, \"yell\" Yellowstone, \"grca\" Grand Canyon). Comma-separated allowed."
    },
    "state_code": {
      "type": "string",
      "description": "Optional 2-letter US state code (e.g. \"CA\", \"NY\", \"WY\"). Comma-separated for multiple (\"CA,WY\")."
    }
  },
  "additionalProperties": false
}

travel.nps.things_to_do

Activities, programs, tours offered at US national parks (3,587 entries). Filter by park or state. NPS public domain

read-only

Argument	Type	Description
q	string	Free-text keyword search.
limit	integer	Max records to return (default 10, max 50).
start	integer	Pagination offset for stepping through results.
park_code	string	Optional park code (e.g. "yose" Yosemite, "yell" Yellowstone, "grca" Grand Canyon). Comma-separated allowed.
state_code	string	Optional 2-letter US state code (e.g. "CA", "NY", "WY"). Comma-separated for multiple ("CA,WY").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "q": {
      "type": "string",
      "description": "Free-text keyword search."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max records to return (default 10, max 50)."
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for stepping through results."
    },
    "park_code": {
      "type": "string",
      "description": "Optional park code (e.g. \"yose\" Yosemite, \"yell\" Yellowstone, \"grca\" Grand Canyon). Comma-separated allowed."
    },
    "state_code": {
      "type": "string",
      "description": "Optional 2-letter US state code (e.g. \"CA\", \"NY\", \"WY\"). Comma-separated for multiple (\"CA,WY\")."
    }
  },
  "additionalProperties": false
}

treasurydirect.auction.results

Completed US Treasury security auction results by type and look-back period. Returns CUSIP, issue/maturity dates, high yield, high discount rate, bid-to-cover ratio, total accepted/tendered amounts, and auction format for Bills (4-52 week), Notes (2-10 year), Bonds (20-30 year), TIPS, FRN, and CMB. Source: TreasuryDirect TA_WS, US Government open data, no auth required.

read-only

Argument	Type	Description
days	integer	Look-back window in calendar days (1–365). Returns auctions completed in this period.
type	string	Treasury security type to retrieve auction results for. Bill = short-term (4–52 week), Note = 2–10 year, Bond = 20–30 year, TIPS = inflation-protected, FRN = floating rate note, CMB = cash management bill.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "default": 30,
      "maximum": 365,
      "minimum": 1,
      "description": "Look-back window in calendar days (1–365). Returns auctions completed in this period."
    },
    "type": {
      "enum": [
        "Bill",
        "Note",
        "Bond",
        "TIPS",
        "FRN",
        "CMB"
      ],
      "type": "string",
      "default": "Bill",
      "description": "Treasury security type to retrieve auction results for. Bill = short-term (4–52 week), Note = 2–10 year, Bond = 20–30 year, TIPS = inflation-protected, FRN = floating rate note, CMB = cash management bill."
    }
  },
  "additionalProperties": false
}

treasurydirect.auction.upcoming

Announced upcoming US Treasury security auctions not yet held. Returns the auction schedule including security type (Bill/Note/Bond), term, announcement date, auction date, and issue date for each forthcoming offering. Typically lists 1-2 weeks of upcoming auctions across all security types. Source: TreasuryDirect TA_WS, US Government open data, no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of upcoming auction announcements to return (1–50). Announcements cover Bills, Notes, and Bonds typically scheduled 1–2 weeks ahead.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of upcoming auction announcements to return (1–50). Announcements cover Bills, Notes, and Bonds typically scheduled 1–2 weeks ahead."
    }
  },
  "additionalProperties": false
}

treasurydirect.rates.tips

US Treasury Inflation-Protected Securities (TIPS) auction results with reference CPI data. Returns real yield (highYield), coupon rate (interestRate), reference CPI on issue date, index ratio, bid-to-cover ratio, and total accepted for each TIPS auction in the specified look-back window. Useful for tracking real interest rate trends and inflation breakeven calculations. Source: TreasuryDirect TA_WS, US Government open data, no auth required.

read-only

Argument	Type	Description
days	integer	Look-back window in calendar days (1–1825, i.e. up to 5 years). Returns TIPS auction results with reference CPI values and real yield (highYield) for each auction.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "default": 365,
      "maximum": 1825,
      "minimum": 1,
      "description": "Look-back window in calendar days (1–1825, i.e. up to 5 years). Returns TIPS auction results with reference CPI values and real yield (highYield) for each auction."
    }
  },
  "additionalProperties": false
}

treasurydirect.securities.search

Look up a specific US Treasury security by its CUSIP identifier. Returns full auction and issuance details including security type, term, interest rate, maturity date, high yield, bid-to-cover ratio, and settlement information. CUSIPs for recent T-Bills typically start with "9127" or "9128". Source: TreasuryDirect TA_WS, US Government open data, no auth required.

read-only

Argument	Type	Description
cusip*	string	CUSIP identifier of the Treasury security to look up (6–9 alphanumeric characters, e.g. "912797TW7"). CUSIPs for recent T-Bills start with "9128" or "9127".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cusip"
  ],
  "properties": {
    "cusip": {
      "type": "string",
      "maxLength": 9,
      "minLength": 6,
      "description": "CUSIP identifier of the Treasury security to look up (6–9 alphanumeric characters, e.g. \"912797TW7\"). CUSIPs for recent T-Bills start with \"9128\" or \"9127\"."
    }
  },
  "additionalProperties": false
}

treasuryfiscal.debt.current

Get the official US national debt figures from the US Treasury (Debt to the Penny). Returns the total public debt outstanding broken into debt held by the public and intragovernmental holdings. Data is updated each business day. Specify `days` to retrieve a series (default 1 = latest day only). Latest figure: ~$39.3 trillion as of June 2026. Source: fiscaldata.treasury.gov — US Government open data, no auth, commercial use permitted.

read-only

Argument	Type	Description
days	integer	Number of most-recent daily records to return (1–100). Default 1 returns only the latest date. The national debt is updated each business day by the US Treasury.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of most-recent daily records to return (1–100). Default 1 returns only the latest date. The national debt is updated each business day by the US Treasury."
    }
  },
  "additionalProperties": false
}

treasuryfiscal.debt.expense

Get the monthly and fiscal-year-to-date interest expense on US federal debt, broken down by security type (Treasury Notes, Bonds, TIPS, Inflation Compensation on TIPS, FRN, Bills, Savings Bonds, etc.). Shows how much the US government pays each month to service its debt. Includes both accrued interest on public issues and intragovernmental holdings. Source: US Treasury Fiscal Data — interest_expense, no auth, commercial use permitted.

read-only

Argument	Type	Description
limit	integer	Maximum number of records to return (1–200). Default 20. Each monthly report contains multiple rows — one per security type (T-Notes, T-Bonds, TIPS, FRN, Bills, Savings Bonds, etc.). Set limit=50 to get roughly one month of all line items.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of records to return (1–200). Default 20. Each monthly report contains multiple rows — one per security type (T-Notes, T-Bonds, TIPS, FRN, Bills, Savings Bonds, etc.). Set limit=50 to get roughly one month of all line items."
    }
  },
  "additionalProperties": false
}

treasuryfiscal.rates.interest

Get the average interest rates on outstanding US Treasury securities, published monthly. Returns rates for all security types: Treasury Bills, Notes, Bonds, TIPS, Floating Rate Notes (marketable) and Savings Bonds, Government Account Series (non-marketable). Filter by security_type (marketable/non-marketable/all). Use limit=15 for the latest monthly snapshot across all security types. Source: US Treasury Fiscal Data — avg_interest_rates, no auth.

read-only

Argument	Type	Description
limit	integer	Maximum number of records to return (1–200). Default 30. Each monthly report contains about 15 rows (one per security type), so limit=30 typically covers the 2 most recent months.
security_type	string	Filter by security type. "marketable" = T-Bills, T-Notes, T-Bonds, TIPS, FRN; "non-marketable" = Savings Bonds, Government Account Series, State/Local securities; "all" (default) returns both types. US Treasury reports rates monthly.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of records to return (1–200). Default 30. Each monthly report contains about 15 rows (one per security type), so limit=30 typically covers the 2 most recent months."
    },
    "security_type": {
      "enum": [
        "marketable",
        "non-marketable",
        "all"
      ],
      "type": "string",
      "description": "Filter by security type. \"marketable\" = T-Bills, T-Notes, T-Bonds, TIPS, FRN; \"non-marketable\" = Savings Bonds, Government Account Series, State/Local securities; \"all\" (default) returns both types. US Treasury reports rates monthly."
    }
  },
  "additionalProperties": false
}

treasuryfiscal.yield.quarterly

Get the quarterly average yield of the US Treasury securities portfolio (Uniform Treasury Tax and Loan Program). Reports the annualized yield percentage for each fiscal quarter. Default returns the 8 most recent quarters (2 years). Example: Q1 2026 yield = 3.27%. Useful for tracking long-term trends in the cost of US government borrowing. Source: US Treasury Fiscal Data — utf_qtr_yields, no auth, commercial use permitted.

read-only

Argument	Type	Description
limit	integer	Number of quarterly yield records to return (1–40). Default 8 returns 2 years of data. Each record covers one fiscal quarter. Yield is expressed as an annual percentage.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 40,
      "minimum": 1,
      "description": "Number of quarterly yield records to return (1–40). Default 8 returns 2 years of data. Each record covers one fiscal quarter. Yield is expressed as an annual percentage."
    }
  },
  "additionalProperties": false
}

tvmaze.schedule.broadcast

Get the TV broadcast schedule for a specific country and date — lists all episodes airing that day with show name, network/channel, air time, season/episode numbers, and ratings. Supports broadcast TV (default) or streaming/web channels (Netflix, Hulu, etc.). Country: ISO 3166-1 alpha-2 code (US, GB, AU, CA, DE, etc.). Date: YYYY-MM-DD (defaults to today). No auth required. Source: TVmaze.com (CC BY-SA).

read-only

Argument	Type	Description
date	string	Schedule date in YYYY-MM-DD format (e.g. "2026-06-29"). Defaults to today.
country	string	ISO 3166-1 alpha-2 country code for broadcast TV schedule (e.g. "US", "GB", "AU"). Omit for global.
streaming	boolean	If true, returns streaming/web channel schedule (Netflix, Hulu, etc.) instead of broadcast TV. Default: false

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Schedule date in YYYY-MM-DD format (e.g. \"2026-06-29\"). Defaults to today."
    },
    "country": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "ISO 3166-1 alpha-2 country code for broadcast TV schedule (e.g. \"US\", \"GB\", \"AU\"). Omit for global."
    },
    "streaming": {
      "type": "boolean",
      "description": "If true, returns streaming/web channel schedule (Netflix, Hulu, etc.) instead of broadcast TV. Default: false"
    }
  },
  "additionalProperties": false
}

tvmaze.shows.cast

Get the cast list for a TV show — actor names, birthdays, genders, countries, and the character they play (name + image). Flags whether the actor plays themselves or a voice role. No auth required. Source: TVmaze.com (CC BY-SA).

read-only

Argument	Type	Description
id*	integer	TVMaze show ID to retrieve cast and character information for

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "TVMaze show ID to retrieve cast and character information for",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

tvmaze.shows.details

Get full details for a TV show by TVMaze ID — genres, status, network/streaming channel, schedule (days/time), rating, premiere/end dates, runtime, IMDB/TheTVDB IDs, official site URL, and plain-text summary. Use show_search to find the TVMaze ID first. No auth required. Source: TVmaze.com (CC BY-SA).

read-only

Argument	Type	Description
id*	integer	TVMaze show ID (e.g. 169 for Breaking Bad, 82 for Game of Thrones)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "TVMaze show ID (e.g. 169 for Breaking Bad, 82 for Game of Thrones)",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

tvmaze.shows.episodes

Get the complete episode list for a TV show — season/episode numbers, air dates, runtimes, episode ratings, and plain-text summaries. Filter by season number to get only episodes from a specific season. Optionally include special episodes. No auth required. Source: TVmaze.com (CC BY-SA).

read-only

Argument	Type	Description
id*	integer	TVMaze show ID (e.g. 169 for Breaking Bad)
season	integer	Filter episodes to a specific season number (e.g. 1 for Season 1). Omit for all seasons.
specials	boolean	Include special episodes (e.g. holiday specials, bonus episodes). Default: false

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "TVMaze show ID (e.g. 169 for Breaking Bad)",
      "exclusiveMinimum": 0
    },
    "season": {
      "type": "integer",
      "description": "Filter episodes to a specific season number (e.g. 1 for Season 1). Omit for all seasons.",
      "exclusiveMinimum": 0
    },
    "specials": {
      "type": "boolean",
      "description": "Include special episodes (e.g. holiday specials, bonus episodes). Default: false"
    }
  },
  "additionalProperties": false
}

tvmaze.shows.search

Search 25,000+ TV shows by title — returns name, genres, status, network, rating, premiere/end dates, runtime, summary, and relevance score. Results ordered by relevance. Covers broadcast, cable, and streaming shows worldwide. No auth required. Source: TVmaze.com (CC BY-SA).

read-only

Argument	Type	Description
query*	string	TV show title to search for (e.g. "Breaking Bad", "Game of Thrones")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "TV show title to search for (e.g. \"Breaking Bad\", \"Game of Thrones\")"
    }
  },
  "additionalProperties": false
}

twitter.trends.worldwide

Get current trending topics on Twitter/X. Filter by location using WOEID (Where On Earth ID). Returns trend name, search query, and rank. 1=worldwide, 23424977=US, 23424975=UK.

read-only

Argument	Type	Description
woeid	integer	Where On Earth ID for location-specific trends (1=worldwide, 23424977=US, 23424975=UK, 23424856=Japan)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "woeid": {
      "type": "integer",
      "description": "Where On Earth ID for location-specific trends (1=worldwide, 23424977=US, 23424975=UK, 23424856=Japan)"
    }
  },
  "additionalProperties": false
}

twitter.tweets.search

Search Twitter/X tweets by keyword, hashtag, or advanced query. Returns tweet text, author info, engagement metrics (likes, retweets, replies, views), and timestamps. 96% cheaper than official X API. Covers recent tweets.

read-only

Argument	Type	Description
query*	string	Search query — keywords, hashtags, or advanced operators (e.g. "AI agents", "#crypto", "from:elonmusk")
cursor	string	Pagination cursor from previous response (for next page of results)
sort_order	string	Sort order: "recency" for latest first, "relevancy" for most relevant (default recency)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "Search query — keywords, hashtags, or advanced operators (e.g. \"AI agents\", \"#crypto\", \"from:elonmusk\")"
    },
    "cursor": {
      "type": "string",
      "description": "Pagination cursor from previous response (for next page of results)"
    },
    "sort_order": {
      "enum": [
        "recency",
        "relevancy"
      ],
      "type": "string",
      "description": "Sort order: \"recency\" for latest first, \"relevancy\" for most relevant (default recency)"
    }
  },
  "additionalProperties": false
}

twitter.users.followers

Get paginated follower list for a Twitter/X user. Returns follower profiles with username, display name, bio, follower count, and verified status. Supports cursor pagination.

read-only

Argument	Type	Description
cursor	string	Pagination cursor from previous response
username*	string	Twitter/X username to get followers for (without @)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "username"
  ],
  "properties": {
    "cursor": {
      "type": "string",
      "description": "Pagination cursor from previous response"
    },
    "username": {
      "type": "string",
      "description": "Twitter/X username to get followers for (without @)"
    }
  },
  "additionalProperties": false
}

twitter.users.profile

Get a Twitter/X user profile by username. Returns display name, bio, follower/following count, tweet count, verified status, profile image, location, and account creation date.

read-only

Argument	Type	Description
user_id	string	Twitter/X numeric user ID as alternative to username
username	string	Twitter/X username without @ (e.g. "elonmusk", "OpenAI")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "user_id": {
      "type": "string",
      "description": "Twitter/X numeric user ID as alternative to username"
    },
    "username": {
      "type": "string",
      "description": "Twitter/X username without @ (e.g. \"elonmusk\", \"OpenAI\")"
    }
  },
  "additionalProperties": false
}

uk-ea-flood-monitoring.stations.readings

Get the latest reading for every measure (e.g. water level, flow) recorded at one UK Environment Agency monitoring station, identified by the station_id from uk-ea-flood-monitoring.station_search. Returns each measure_id with its most recent date/time and value. Data: environment.data.gov.uk/flood-monitoring, UK Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
station_id*	string	Station identifier — the `station_id` (notation) returned by uk-ea-flood-monitoring.station_search, e.g. "1029TH".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "station_id"
  ],
  "properties": {
    "station_id": {
      "type": "string",
      "maxLength": 100,
      "minLength": 1,
      "description": "Station identifier — the `station_id` (notation) returned by uk-ea-flood-monitoring.station_search, e.g. \"1029TH\"."
    }
  },
  "additionalProperties": false
}

uk-ea-flood-monitoring.stations.search

Search the UK Environment Agency real-time river/tidal monitoring network for stations, filterable by town, river name, catchment name, measured parameter (level, flow, rainfall, wind, temperature), or freetext label search. Returns station_id, name, river/catchment, coordinates, and the measures each station records — use station_id with uk-ea-flood-monitoring.station_readings to get its latest values. Data: environment.data.gov.uk/flood-monitoring, UK Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
town	string	Filter stations by nearest town (e.g. "Shrewsbury").
limit	integer	Max stations to return (default 20, max 200).
search	string	Freetext search matching the station label/name.
parameter	string	Filter stations by the type of measurement they record.
river_name	string	Filter stations by river name, partial match (e.g. "River Severn").
catchment_name	string	Filter stations by river catchment name (e.g. "Cotswolds").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "town": {
      "type": "string",
      "maxLength": 100,
      "description": "Filter stations by nearest town (e.g. \"Shrewsbury\")."
    },
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Max stations to return (default 20, max 200)."
    },
    "search": {
      "type": "string",
      "maxLength": 200,
      "description": "Freetext search matching the station label/name."
    },
    "parameter": {
      "enum": [
        "level",
        "flow",
        "rainfall",
        "wind",
        "temperature"
      ],
      "type": "string",
      "description": "Filter stations by the type of measurement they record."
    },
    "river_name": {
      "type": "string",
      "maxLength": 200,
      "description": "Filter stations by river name, partial match (e.g. \"River Severn\")."
    },
    "catchment_name": {
      "type": "string",
      "maxLength": 200,
      "description": "Filter stations by river catchment name (e.g. \"Cotswolds\")."
    }
  },
  "additionalProperties": false
}

uk-ea-flood-monitoring.warnings.current

Get currently active flood warnings and alerts for England from the UK Environment Agency, filterable by minimum severity (1=Severe Flood Warning down to 4=Warning no longer in force), county, or a geographic radius (lat/long/dist). Returns each warning's flood area, county, affected river or sea, severity, tidal flag, public message, and when it was raised/last changed. Data: environment.data.gov.uk/flood-monitoring, UK Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
lat	number	Latitude for a geographic radius filter — use with `long` and `dist`.
dist	number	Search radius in kilometres around `lat`/`long` — use with both.
long	number	Longitude for a geographic radius filter — use with `lat` and `dist`.
county	string	Filter by county name of the affected flood area (e.g. "Devon", "North Yorkshire").
min_severity	integer	Filter to warnings at this severity or more severe (lower number = more severe): 1=Severe Flood Warning (danger to life), 2=Flood Warning (immediate action), 3=Flood Alert (be prepared), 4=Warning no longer in force. Omit for all active items.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude for a geographic radius filter — use with `long` and `dist`."
    },
    "dist": {
      "type": "number",
      "description": "Search radius in kilometres around `lat`/`long` — use with both.",
      "exclusiveMinimum": 0
    },
    "long": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude for a geographic radius filter — use with `lat` and `dist`."
    },
    "county": {
      "type": "string",
      "maxLength": 100,
      "description": "Filter by county name of the affected flood area (e.g. \"Devon\", \"North Yorkshire\")."
    },
    "min_severity": {
      "type": "integer",
      "maximum": 4,
      "minimum": 1,
      "description": "Filter to warnings at this severity or more severe (lower number = more severe): 1=Severe Flood Warning (danger to life), 2=Flood Warning (immediate action), 3=Flood Alert (be prepared), 4=Warning no longer in force. Omit for all active items."
    }
  },
  "additionalProperties": false
}

uk-landregistry-pricepaid.property.by_area

Search HM Land Registry Price Paid Data by town, county, and/or local authority district (at least one required) — e.g. town="WARRINGTON" or county="GREATER LONDON". Optional filters: min/max price paid (GBP), min/max transaction date (YYYY-MM-DD), and pagination. Returns the same per-sale fields as search_by_postcode. Data: HM Land Registry, no auth required, Open Government Licence v3.0.

read-only

Argument	Type	Description
page	integer	Zero-based page number for pagination (default 0).
town	string	Town/post town to search (e.g. "WARRINGTON"). At least one of town, county, district is required.
county	string	County to search (e.g. "GREATER LONDON"). At least one of town, county, district is required.
district	string	Local authority district to search (e.g. "WARRINGTON"). At least one of town, county, district is required.
max_date	any	Only include transactions completed on/before this date (YYYY-MM-DD).
min_date	string	Only include transactions completed on/after this date (YYYY-MM-DD).
max_price	number	Maximum price paid in GBP.
min_price	number	Minimum price paid in GBP.
page_size	integer	Number of transactions per page (1-100, default 20).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page number for pagination (default 0)."
    },
    "town": {
      "type": "string",
      "description": "Town/post town to search (e.g. \"WARRINGTON\"). At least one of town, county, district is required."
    },
    "county": {
      "type": "string",
      "description": "County to search (e.g. \"GREATER LONDON\"). At least one of town, county, district is required."
    },
    "district": {
      "type": "string",
      "description": "Local authority district to search (e.g. \"WARRINGTON\"). At least one of town, county, district is required."
    },
    "max_date": {
      "$ref": "#/properties/min_date",
      "description": "Only include transactions completed on/before this date (YYYY-MM-DD)."
    },
    "min_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Only include transactions completed on/after this date (YYYY-MM-DD)."
    },
    "max_price": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum price paid in GBP."
    },
    "min_price": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum price paid in GBP."
    },
    "page_size": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of transactions per page (1-100, default 20)."
    }
  },
  "additionalProperties": false
}

uk-landregistry-pricepaid.property.by_postcode

Search HM Land Registry Price Paid Data — every residential property sale in England & Wales since 1995 — by exact UK postcode. Optional filters: min/max price paid (GBP), min/max transaction date (YYYY-MM-DD), and pagination. Returns price paid, transaction date, property type, estate type (freehold/leasehold), new-build flag, and full address for each sale. Data: HM Land Registry, no auth required, Open Government Licence v3.0.

read-only

Argument	Type	Description
page	integer	Zero-based page number for pagination (default 0).
max_date	any	Only include transactions completed on/before this date (YYYY-MM-DD).
min_date	string	Only include transactions completed on/after this date (YYYY-MM-DD).
postcode*	string	UK postcode to search (e.g. "SW1A 1AA"). Matches on exact postcode.
max_price	number	Maximum price paid in GBP.
min_price	number	Minimum price paid in GBP.
page_size	integer	Number of transactions per page (1-100, default 20).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "postcode"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 0,
      "description": "Zero-based page number for pagination (default 0)."
    },
    "max_date": {
      "$ref": "#/properties/min_date",
      "description": "Only include transactions completed on/before this date (YYYY-MM-DD)."
    },
    "min_date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Only include transactions completed on/after this date (YYYY-MM-DD)."
    },
    "postcode": {
      "type": "string",
      "minLength": 1,
      "description": "UK postcode to search (e.g. \"SW1A 1AA\"). Matches on exact postcode."
    },
    "max_price": {
      "type": "number",
      "minimum": 0,
      "description": "Maximum price paid in GBP."
    },
    "min_price": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum price paid in GBP."
    },
    "page_size": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of transactions per page (1-100, default 20)."
    }
  },
  "additionalProperties": false
}

uk-landregistry-pricepaid.property.transaction

Get a single HM Land Registry price-paid transaction by its GUID transaction_id. Returns price paid, transaction date, property type, estate type, new-build flag, and full address. Call search_by_postcode or search_by_area first to find a transaction_id. Data: HM Land Registry, no auth required, Open Government Licence v3.0.

read-only

Argument	Type	Description
transaction_id*	string	HM Land Registry transaction GUID (e.g. "702EF0D1-AB60-4A1B-A2A1-C127E1EDE547"). Obtain from search_by_postcode or search_by_area.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "transaction_id"
  ],
  "properties": {
    "transaction_id": {
      "type": "string",
      "minLength": 1,
      "description": "HM Land Registry transaction GUID (e.g. \"702EF0D1-AB60-4A1B-A2A1-C127E1EDE547\"). Obtain from search_by_postcode or search_by_area."
    }
  },
  "additionalProperties": false
}

ukfsa.authorities.list

List all UK local authorities that participate in the Food Hygiene Rating Scheme (or Scottish FHIS) — name, code, total establishments count, scheme type (FHRS=England/Wales/NI 0-5 rating, FHIS=Scotland pass/improvement).

read-only

Argument	Type	Description
_unused	string	Reserved for future filtering — not currently used.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "_unused": {
      "type": "string",
      "description": "Reserved for future filtering — not currently used."
    }
  },
  "additionalProperties": false
}

ukfsa.establishments.detail

Detailed record for one UK food premise by FSA ID — full scheme breakdown (hygiene/structural/management scores), confidence in management score, exact inspection date, local authority code, business type taxonomy.

read-only

Argument	Type	Description
establishment_id*	integer	FSA establishment ID (positive integer, obtained from establishment_search results).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "establishment_id"
  ],
  "properties": {
    "establishment_id": {
      "type": "integer",
      "description": "FSA establishment ID (positive integer, obtained from establishment_search results).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

ukfsa.establishments.search

Search UK food businesses by name, address, postcode, or local authority. Returns the official Food Hygiene Rating Scheme score (0-5), business type, last inspection date, and full address. Covers 500K+ premises across England, Wales, Northern Ireland (Scotland has separate FHIS — pass/improvement required).

read-only

Argument	Type	Description
name	string	Business name fragment to search (e.g. 'Tesco', 'Pret', 'Wagamama'). Partial match supported.
address	string	Address or postcode fragment (e.g. 'SW1A 1AA', 'Manchester', 'Oxford Street').
latitude	number	WGS84 latitude for location-based search (use with longitude + max_distance_miles).
longitude	number	WGS84 longitude for location-based search.
page_size	integer	Results per page (1-50, default 20).
page_number	integer	Page number for pagination (1-200, default 1).
max_distance_miles	integer	Search radius from lat/lon in miles (0-100, default 5).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "name": {
      "type": "string",
      "description": "Business name fragment to search (e.g. 'Tesco', 'Pret', 'Wagamama'). Partial match supported."
    },
    "address": {
      "type": "string",
      "description": "Address or postcode fragment (e.g. 'SW1A 1AA', 'Manchester', 'Oxford Street')."
    },
    "latitude": {
      "type": "number",
      "description": "WGS84 latitude for location-based search (use with longitude + max_distance_miles)."
    },
    "longitude": {
      "type": "number",
      "description": "WGS84 longitude for location-based search."
    },
    "page_size": {
      "type": "integer",
      "default": 20,
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (1-50, default 20)."
    },
    "page_number": {
      "type": "integer",
      "default": 1,
      "maximum": 200,
      "minimum": 1,
      "description": "Page number for pagination (1-200, default 1)."
    },
    "max_distance_miles": {
      "type": "integer",
      "default": 5,
      "maximum": 100,
      "minimum": 0,
      "description": "Search radius from lat/lon in miles (0-100, default 5)."
    }
  },
  "additionalProperties": false
}

ukhsa-dashboard.catalog.browse

Browse the UK Health Security Agency data dashboard drill-down catalog: themes -> sub_themes -> topics -> geography_types -> geographies -> metrics. Call with no params to list themes, then pass increasingly specific params (theme, sub_theme, topic, geography_type, geography) to drill down one level at a time until you reach a metric name usable with ukhsa-dashboard.metric_data. Data: api.ukhsa-dashboard.data.gov.uk, UK Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
theme	string	Top-level theme slug (e.g. "infectious_disease", "immunisation", "medicines", "climate_and_environment"). Omit to list all themes.
topic	string	Disease/topic slug within the given sub_theme (e.g. "COVID-19", "Influenza"). Requires theme and sub_theme. Omit to list topics.
geography	string	Specific geography name within the given geography_type (e.g. "England", "London"). Requires theme, sub_theme, topic, and geography_type. Omit to list geographies.
sub_theme	string	Sub-theme slug within the given theme (e.g. "respiratory", "vaccine_preventable"). Requires theme. Omit (with theme set) to list sub-themes.
geography_type	string	Geography type within the given topic (e.g. "Nation", "UKHSA Region", "Upper Tier Local Authority"). Requires theme, sub_theme, and topic. Omit to list geography types.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "theme": {
      "type": "string",
      "description": "Top-level theme slug (e.g. \"infectious_disease\", \"immunisation\", \"medicines\", \"climate_and_environment\"). Omit to list all themes."
    },
    "topic": {
      "type": "string",
      "description": "Disease/topic slug within the given sub_theme (e.g. \"COVID-19\", \"Influenza\"). Requires theme and sub_theme. Omit to list topics."
    },
    "geography": {
      "type": "string",
      "description": "Specific geography name within the given geography_type (e.g. \"England\", \"London\"). Requires theme, sub_theme, topic, and geography_type. Omit to list geographies."
    },
    "sub_theme": {
      "type": "string",
      "description": "Sub-theme slug within the given theme (e.g. \"respiratory\", \"vaccine_preventable\"). Requires theme. Omit (with theme set) to list sub-themes."
    },
    "geography_type": {
      "type": "string",
      "description": "Geography type within the given topic (e.g. \"Nation\", \"UKHSA Region\", \"Upper Tier Local Authority\"). Requires theme, sub_theme, and topic. Omit to list geography types."
    }
  },
  "additionalProperties": false
}

ukhsa-dashboard.metrics.data

Get paginated timeseries data points for one UK health surveillance metric (cases, deaths, healthcare admissions, testing, vaccinations, etc.) at a specific geography, identified by the full theme/sub_theme/topic/geography_type/geography/metric path from ukhsa-dashboard.browse. Optional filters: year, epiweek, exact date, age band, sex, stratum, and reporting-delay-period flag. Data: api.ukhsa-dashboard.data.gov.uk, UK Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
age	string	Filter by age band as published for this metric (e.g. "all", "15-44")
sex	string	Filter by sex as published for this metric (e.g. "all", "f", "m")
date	string	Filter to a single exact date, YYYY-MM-DD (e.g. "2023-06-15")
page	integer	Page number of results (default 1)
year	integer	Filter to a single calendar year (e.g. 2023)
theme*	string	Top-level theme slug (e.g. "infectious_disease")
topic*	string	Disease/topic slug (e.g. "COVID-19")
metric*	string	Metric name from ukhsa-dashboard.browse at the metrics level (e.g. "COVID-19_cases_casesByDay")
epiweek	integer	Filter to a single epidemiological week number (1-53)
stratum	string	Filter by stratum/breakdown as published for this metric (e.g. "default")
geography*	string	Geography name (e.g. "England")
page_size	integer	Number of data points per page (1-500, default 100)
sub_theme*	string	Sub-theme slug (e.g. "respiratory")
geography_type*	string	Geography type (e.g. "Nation", "UKHSA Region")
in_reporting_delay_period	boolean	Filter to rows still within the provisional reporting-delay window

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "theme",
    "sub_theme",
    "topic",
    "geography_type",
    "geography",
    "metric"
  ],
  "properties": {
    "age": {
      "type": "string",
      "description": "Filter by age band as published for this metric (e.g. \"all\", \"15-44\")"
    },
    "sex": {
      "type": "string",
      "description": "Filter by sex as published for this metric (e.g. \"all\", \"f\", \"m\")"
    },
    "date": {
      "type": "string",
      "description": "Filter to a single exact date, YYYY-MM-DD (e.g. \"2023-06-15\")"
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number of results (default 1)"
    },
    "year": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 2000,
      "description": "Filter to a single calendar year (e.g. 2023)"
    },
    "theme": {
      "type": "string",
      "minLength": 1,
      "description": "Top-level theme slug (e.g. \"infectious_disease\")"
    },
    "topic": {
      "type": "string",
      "minLength": 1,
      "description": "Disease/topic slug (e.g. \"COVID-19\")"
    },
    "metric": {
      "type": "string",
      "minLength": 1,
      "description": "Metric name from ukhsa-dashboard.browse at the metrics level (e.g. \"COVID-19_cases_casesByDay\")"
    },
    "epiweek": {
      "type": "integer",
      "maximum": 53,
      "minimum": 1,
      "description": "Filter to a single epidemiological week number (1-53)"
    },
    "stratum": {
      "type": "string",
      "description": "Filter by stratum/breakdown as published for this metric (e.g. \"default\")"
    },
    "geography": {
      "type": "string",
      "minLength": 1,
      "description": "Geography name (e.g. \"England\")"
    },
    "page_size": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Number of data points per page (1-500, default 100)"
    },
    "sub_theme": {
      "type": "string",
      "minLength": 1,
      "description": "Sub-theme slug (e.g. \"respiratory\")"
    },
    "geography_type": {
      "type": "string",
      "minLength": 1,
      "description": "Geography type (e.g. \"Nation\", \"UKHSA Region\")"
    },
    "in_reporting_delay_period": {
      "type": "boolean",
      "description": "Filter to rows still within the provisional reporting-delay window"
    }
  },
  "additionalProperties": false
}

ukleg.legislation.details

Get detailed metadata and the full table of contents (section list) for a specific piece of UK legislation identified by its type, year, and chapter/number. Returns the title, document type, legislative status (enacted/revised), enactment date, last modification date, territorial extent (E+W+S+N.I. or narrower), paragraph counts, and the complete structured list of parts, chapters, and sections with their numbers, titles, and URLs. Use ukleg.legislation.search to find the correct type, year, and number for an act. Example: type=ukpga, year=2008, number=27 retrieves the Climate Change Act 2008. Example: type=ukpga, year=2018, number=12 retrieves the Data Protection Act 2018. Data source: legislation.gov.uk — The National Archives, Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
type*	string	Legislation type code. Common values: ukpga (UK Public General Acts), uksi (UK Statutory Instruments), asp (Scottish Parliament Acts), asc (Senedd Cymru/Wales Acts), nia (Northern Ireland Acts). Example: ukpga for the Climate Change Act 2008.
year*	integer	Year the legislation was enacted (e.g. 2008 for Climate Change Act 2008).
number*	integer	Chapter or instrument number of the legislation within the year (e.g. 27 for Climate Change Act 2008 c.27).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "type",
    "year",
    "number"
  ],
  "properties": {
    "type": {
      "enum": [
        "ukpga",
        "uksi",
        "asp",
        "asc",
        "anaw",
        "nia",
        "ukdsi",
        "ukcm",
        "nisi",
        "ukla",
        "wsi",
        "ssi",
        "nisr"
      ],
      "type": "string",
      "description": "Legislation type code. Common values: ukpga (UK Public General Acts), uksi (UK Statutory Instruments), asp (Scottish Parliament Acts), asc (Senedd Cymru/Wales Acts), nia (Northern Ireland Acts). Example: ukpga for the Climate Change Act 2008."
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1267,
      "description": "Year the legislation was enacted (e.g. 2008 for Climate Change Act 2008)."
    },
    "number": {
      "type": "integer",
      "minimum": 1,
      "description": "Chapter or instrument number of the legislation within the year (e.g. 27 for Climate Change Act 2008 c.27)."
    }
  },
  "additionalProperties": false
}

ukleg.legislation.recent

Get the most recently published or updated pieces of UK legislation. Returns recently enacted Acts, Statutory Instruments, and other legislation with title, type, year, chapter number, publication date, and brief description. Filter by legislation category: use primary for Acts of Parliament, secondary for Statutory Instruments, or specific type codes (ukpga, uksi, asp, asc, nia). Useful for tracking new laws, regulatory changes, and parliamentary activity. Data source: legislation.gov.uk — The National Archives, Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
type	string	Filter by legislation category. Use primary for all primary legislation (Acts), secondary for all Statutory Instruments, or a specific code like ukpga, uksi, asp. Omit or use any for all types.
limit	integer	Number of recent legislation items to return (1–20, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "type": {
      "enum": [
        "ukpga",
        "uksi",
        "asp",
        "asc",
        "anaw",
        "nia",
        "ukdsi",
        "ukcm",
        "nisi",
        "ukla",
        "wsi",
        "ssi",
        "nisr",
        "primary",
        "secondary",
        "any"
      ],
      "type": "string",
      "description": "Filter by legislation category. Use primary for all primary legislation (Acts), secondary for all Statutory Instruments, or a specific code like ukpga, uksi, asp. Omit or use any for all types."
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of recent legislation items to return (1–20, default 10)."
    }
  },
  "additionalProperties": false
}

ukleg.legislation.search

Search the UK statute book (legislation.gov.uk) for Acts of Parliament, Statutory Instruments, and other UK legislation by title keywords, type, and year. Returns matching legislation items with title, type (e.g. UK Public General Act), year, chapter number, description/long title, enactment date, subject categories, and direct URL to the full text. Supports all UK jurisdictions: England, Wales, Scotland (Scottish Parliament Acts), and Northern Ireland. Common types: ukpga (UK Public General Acts — major Acts of Parliament), uksi (UK Statutory Instruments), asp (Acts of the Scottish Parliament), asc (Acts of Senedd Cymru), nia (Northern Ireland Assembly Acts). Results are paginated (20 per page). Use page parameter to navigate. Data source: legislation.gov.uk — The National Archives, Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
page	integer	Page number for pagination (default 1, 20 results per page).
type	string	Legislation type code. Common values: ukpga (UK Public General Acts), uksi (UK Statutory Instruments), asp (Scottish Parliament Acts), asc (Acts of Senedd Cymru/Wales), nia (Northern Ireland Assembly Acts). Omit to search all types.
year	integer	Year the legislation was enacted (e.g. 2008, 2018). Supports years from 1267 to present.
title	string	Search term for the legislation title (e.g. "climate change", "data protection", "companies"). At least one of title, year, or type should be provided.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1, 20 results per page)."
    },
    "type": {
      "enum": [
        "ukpga",
        "uksi",
        "asp",
        "asc",
        "anaw",
        "nia",
        "ukdsi",
        "ukcm",
        "nisi",
        "ukla",
        "wsi",
        "ssi",
        "nisr"
      ],
      "type": "string",
      "description": "Legislation type code. Common values: ukpga (UK Public General Acts), uksi (UK Statutory Instruments), asp (Scottish Parliament Acts), asc (Acts of Senedd Cymru/Wales), nia (Northern Ireland Assembly Acts). Omit to search all types."
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1267,
      "description": "Year the legislation was enacted (e.g. 2008, 2018). Supports years from 1267 to present."
    },
    "title": {
      "type": "string",
      "description": "Search term for the legislation title (e.g. \"climate change\", \"data protection\", \"companies\"). At least one of title, year, or type should be provided."
    }
  },
  "additionalProperties": false
}

ukleg.legislation.sections

Get the complete list of sections, parts, and schedules (table of contents) for a specific piece of UK legislation. Returns each section with its type (section, schedule, part), number, title, and URL to the full section text. Use this to navigate the structure of an Act before retrieving specific provisions. Requires the legislation type, year, and chapter number (use ukleg.legislation.search to find these). Example: type=ukpga, year=2023, number=55 returns all sections of the Online Safety Act 2023. Example: type=ukpga, year=1998, number=42 returns sections of the Human Rights Act 1998. Data source: legislation.gov.uk — The National Archives, Open Government Licence v3.0, no auth required.

read-only

Argument	Type	Description
type*	string	Legislation type code. Common values: ukpga (UK Public General Acts), uksi (UK Statutory Instruments), asp (Scottish Parliament Acts), asc (Senedd Cymru/Wales Acts), nia (Northern Ireland Acts).
year*	integer	Year the legislation was enacted (e.g. 2023 for legislation passed in 2023).
number*	integer	Chapter or instrument number within the year (e.g. 55 for the Online Safety Act 2023 c.55).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "type",
    "year",
    "number"
  ],
  "properties": {
    "type": {
      "enum": [
        "ukpga",
        "uksi",
        "asp",
        "asc",
        "anaw",
        "nia",
        "ukdsi",
        "ukcm",
        "nisi",
        "ukla",
        "wsi",
        "ssi",
        "nisr"
      ],
      "type": "string",
      "description": "Legislation type code. Common values: ukpga (UK Public General Acts), uksi (UK Statutory Instruments), asp (Scottish Parliament Acts), asc (Senedd Cymru/Wales Acts), nia (Northern Ireland Acts)."
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1267,
      "description": "Year the legislation was enacted (e.g. 2023 for legislation passed in 2023)."
    },
    "number": {
      "type": "integer",
      "minimum": 1,
      "description": "Chapter or instrument number within the year (e.g. 55 for the Online Safety Act 2023 c.55)."
    }
  },
  "additionalProperties": false
}

unesco-data.reference.geounit_list

List the 462 country and world-region codes recognized by the UNESCO Institute for Statistics Data API, optionally filtered by name or level (NATIONAL/REGIONAL). Use this to find a valid geo_unit code for unesco-data.get_data. Example: query='Kenya'. Data: api.uis.unesco.org, no auth required, CC BY-SA 4.0.

read-only

Argument	Type	Description
type	string	Filter to one geo unit level: NATIONAL (countries) or REGIONAL (world regions).
query	string	Case-insensitive substring to match against country/region name, e.g. 'Kenya' or 'Africa'.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "type": {
      "enum": [
        "NATIONAL",
        "REGIONAL"
      ],
      "type": "string",
      "description": "Filter to one geo unit level: NATIONAL (countries) or REGIONAL (world regions)."
    },
    "query": {
      "type": "string",
      "description": "Case-insensitive substring to match against country/region name, e.g. 'Kenya' or 'Africa'."
    }
  },
  "additionalProperties": false
}

unesco-data.reference.indicator_search

Search the UNESCO Institute for Statistics indicator catalog (~5,063 codes across education, science & technology, culture, and demographic/socioeconomic themes) by name, code, or theme. Call this BEFORE unesco-data.get_data to find a valid indicator code. Example: query='literacy' or theme='EDUCATION'. Data: api.uis.unesco.org, no auth required, CC BY-SA 4.0.

read-only

Argument	Type	Description
limit	integer	Max number of matching indicators to return (default 50, max 200). The UIS catalog has ~5,063 indicators total — narrow with query/theme before raising this.
query	string	Case-insensitive substring to match against indicator name or code, e.g. 'literacy' or 'LR.AG15T24'. Omit to browse by theme alone.
theme	string	Filter to one UIS theme: EDUCATION, SCIENCE_TECHNOLOGY_INNOVATION, CULTURE, or DEMOGRAPHIC_SOCIOECONOMIC. Omit to search across all themes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "description": "Max number of matching indicators to return (default 50, max 200). The UIS catalog has ~5,063 indicators total — narrow with query/theme before raising this.",
      "exclusiveMinimum": 0
    },
    "query": {
      "type": "string",
      "description": "Case-insensitive substring to match against indicator name or code, e.g. 'literacy' or 'LR.AG15T24'. Omit to browse by theme alone."
    },
    "theme": {
      "enum": [
        "EDUCATION",
        "SCIENCE_TECHNOLOGY_INNOVATION",
        "CULTURE",
        "DEMOGRAPHIC_SOCIOECONOMIC"
      ],
      "type": "string",
      "description": "Filter to one UIS theme: EDUCATION, SCIENCE_TECHNOLOGY_INNOVATION, CULTURE, or DEMOGRAPHIC_SOCIOECONOMIC. Omit to search across all themes."
    }
  },
  "additionalProperties": false
}

unesco-data.series.get_data

Fetch time-series values for 1-2 UNESCO Institute for Statistics indicator codes, optionally filtered by geo unit and year range — official education, science, culture, and demographic statistics reported by UN member states. Call unesco-data.indicator_search first to confirm a valid indicator code, and unesco-data.geounit_list to confirm geo_unit codes. Example: youth literacy rate (indicator='LR.AG15T24'), India (geo_unit='IND'), 2015-2022 (start=2015, end=2022). Data: api.uis.unesco.org, no auth required, CC BY-SA 4.0 (attribution + share-alike required).

read-only

Argument	Type	Description
end	integer	End year (inclusive), e.g. 2022. Omit for the full available history.
start	integer	Start year (inclusive), e.g. 2015. Omit for the full available history.
geo_unit	any	One or more 3-letter geo unit codes (comma-separated string or array), e.g. 'IND' or 'KEN,NGA'. Omit to return data for every country/region the indicator covers (can be large — prefer narrowing with start/end too). Discover codes via unesco-data.geounit_list.
footnotes	boolean	Include per-record footnotes (data source caveats) in the response.
indicator*	any	One or two UIS indicator codes (comma-separated string or array), e.g. 'LR.AG15T24' (youth literacy rate). Discover codes via unesco-data.indicator_search.
geo_unit_type	string	Filter to one geo unit level: NATIONAL (countries) or REGIONAL (world regions).
indicator_metadata	boolean	Include full indicator metadata (definition, calculation method, data source) alongside the records.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "indicator"
  ],
  "properties": {
    "end": {
      "type": "integer",
      "description": "End year (inclusive), e.g. 2022. Omit for the full available history."
    },
    "start": {
      "type": "integer",
      "description": "Start year (inclusive), e.g. 2015. Omit for the full available history."
    },
    "geo_unit": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      ],
      "description": "One or more 3-letter geo unit codes (comma-separated string or array), e.g. 'IND' or 'KEN,NGA'. Omit to return data for every country/region the indicator covers (can be large — prefer narrowing with start/end too). Discover codes via unesco-data.geounit_list."
    },
    "footnotes": {
      "type": "boolean",
      "description": "Include per-record footnotes (data source caveats) in the response."
    },
    "indicator": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        }
      ],
      "description": "One or two UIS indicator codes (comma-separated string or array), e.g. 'LR.AG15T24' (youth literacy rate). Discover codes via unesco-data.indicator_search."
    },
    "geo_unit_type": {
      "enum": [
        "NATIONAL",
        "REGIONAL"
      ],
      "type": "string",
      "description": "Filter to one geo unit level: NATIONAL (countries) or REGIONAL (world regions)."
    },
    "indicator_metadata": {
      "type": "boolean",
      "description": "Include full indicator metadata (definition, calculation method, data source) alongside the records."
    }
  },
  "additionalProperties": false
}

unhabitat.urban.city_budget

Retrieve municipal budget and expenditure data from the UN-Habitat Global Municipal Database. Covers 1,207 cities worldwide with total budget (USD), budget per capita, capital expenditure, own-source revenue, and sector-wise expenditure percentages (education, health, transport, water, energy, sanitation, solid waste, public housing, streets, buildings). Filter by country, city, or UN region. Income group (low/lower-middle/upper-middle/high) included. Useful for comparative municipal finance analysis and urban governance research.

read-only

Argument	Type	Description
city	string	Filter by city name (partial match, e.g. "Nairobi", "Lagos", "Mumbai"). Case-insensitive.
limit	integer	Maximum number of cities to return (1–100, default 50).
region	string	Filter by UN-Habitat region (partial match). Regions include "Sub-Saharan Africa", "Northern America and Europe", "Eastern and South-Eastern Asia", "Central and Southern Asia", "Latin America and the Caribbean", "Northern Africa and Western Asia", "Oceania".
country	string	Filter by country name (partial match, e.g. "Kenya", "United States", "Brazil"). Case-insensitive.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "Filter by city name (partial match, e.g. \"Nairobi\", \"Lagos\", \"Mumbai\"). Case-insensitive."
    },
    "limit": {
      "type": "integer",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of cities to return (1–100, default 50)."
    },
    "region": {
      "type": "string",
      "description": "Filter by UN-Habitat region (partial match). Regions include \"Sub-Saharan Africa\", \"Northern America and Europe\", \"Eastern and South-Eastern Asia\", \"Central and Southern Asia\", \"Latin America and the Caribbean\", \"Northern Africa and Western Asia\", \"Oceania\"."
    },
    "country": {
      "type": "string",
      "description": "Filter by country name (partial match, e.g. \"Kenya\", \"United States\", \"Brazil\"). Case-insensitive."
    }
  },
  "additionalProperties": false
}

unhabitat.urban.land_consumption

Retrieve city-level land consumption rate (LCR) versus population growth rate (PGR) data for SDG 11.3.1. Covers 581 cities with measurements for the 1990–2000 and 2000–2015 periods. A LCR/PGR ratio > 1 indicates urban sprawl (land expanding faster than population). Includes built-up area per capita (m²/person) at three time points. Filter by country, city, or UN region. Useful for sustainable urbanization and land-use planning analysis.

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Argument	Type	Description
city	string	Filter by city name (partial match, e.g. "Nairobi", "Lagos", "Mumbai"). Case-insensitive.
limit	integer	Maximum number of cities to return (1–100, default 50).
region	string	Filter by UN-Habitat region (partial match). Regions include "Sub-Saharan Africa", "Northern America and Europe", "Eastern and South-Eastern Asia", "Central and Southern Asia", "Latin America and the Caribbean", "Northern Africa and Western Asia", "Oceania".
country	string	Filter by country name (partial match, e.g. "Kenya", "United States", "Brazil"). Case-insensitive.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "Filter by city name (partial match, e.g. \"Nairobi\", \"Lagos\", \"Mumbai\"). Case-insensitive."
    },
    "limit": {
      "type": "integer",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of cities to return (1–100, default 50)."
    },
    "region": {
      "type": "string",
      "description": "Filter by UN-Habitat region (partial match). Regions include \"Sub-Saharan Africa\", \"Northern America and Europe\", \"Eastern and South-Eastern Asia\", \"Central and Southern Asia\", \"Latin America and the Caribbean\", \"Northern Africa and Western Asia\", \"Oceania\"."
    },
    "country": {
      "type": "string",
      "description": "Filter by country name (partial match, e.g. \"Kenya\", \"United States\", \"Brazil\"). Case-insensitive."
    }
  },
  "additionalProperties": false
}

unhabitat.urban.open_spaces

Retrieve the share of urban built-up area allocated to open public spaces (parks, plazas) and streets (SDG indicator 11.7.1). Covers 621 cities as of the 2020 measurement year. Returns percentage of open public space, street space, and combined open-and-street share, plus the population count with access to open public space. Filter by country, city, or UN region. Useful for green space equity, climate resilience, and liveability analysis.

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Argument	Type	Description
city	string	Filter by city name (partial match, e.g. "Nairobi", "Lagos", "Mumbai"). Case-insensitive.
limit	integer	Maximum number of cities to return (1–100, default 50).
region	string	Filter by UN-Habitat region (partial match). Regions include "Sub-Saharan Africa", "Northern America and Europe", "Eastern and South-Eastern Asia", "Central and Southern Asia", "Latin America and the Caribbean", "Northern Africa and Western Asia", "Oceania".
country	string	Filter by country name (partial match, e.g. "Kenya", "United States", "Brazil"). Case-insensitive.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "Filter by city name (partial match, e.g. \"Nairobi\", \"Lagos\", \"Mumbai\"). Case-insensitive."
    },
    "limit": {
      "type": "integer",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of cities to return (1–100, default 50)."
    },
    "region": {
      "type": "string",
      "description": "Filter by UN-Habitat region (partial match). Regions include \"Sub-Saharan Africa\", \"Northern America and Europe\", \"Eastern and South-Eastern Asia\", \"Central and Southern Asia\", \"Latin America and the Caribbean\", \"Northern Africa and Western Asia\", \"Oceania\"."
    },
    "country": {
      "type": "string",
      "description": "Filter by country name (partial match, e.g. \"Kenya\", \"United States\", \"Brazil\"). Case-insensitive."
    }
  },
  "additionalProperties": false
}

unhabitat.urban.transport_access

Retrieve city-level data on the proportion of urban population with convenient access to public transport (SDG indicator 11.2.1). Covers 1,555 cities across all world regions from the UN-Habitat Urban Indicators Database. Filter by country, city name, or UN region. Returns access percentage and estimate source per city. Useful for urban mobility analysis, SDG 11 reporting, and comparing public transit equity across cities.

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Argument	Type	Description
city	string	Filter by city name (partial match, e.g. "Nairobi", "Lagos", "Mumbai"). Case-insensitive.
limit	integer	Maximum number of cities to return (1–100, default 50).
region	string	Filter by UN-Habitat region (partial match). Regions include "Sub-Saharan Africa", "Northern America and Europe", "Eastern and South-Eastern Asia", "Central and Southern Asia", "Latin America and the Caribbean", "Northern Africa and Western Asia", "Oceania".
country	string	Filter by country name (partial match, e.g. "Kenya", "United States", "Brazil"). Case-insensitive.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "city": {
      "type": "string",
      "description": "Filter by city name (partial match, e.g. \"Nairobi\", \"Lagos\", \"Mumbai\"). Case-insensitive."
    },
    "limit": {
      "type": "integer",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of cities to return (1–100, default 50)."
    },
    "region": {
      "type": "string",
      "description": "Filter by UN-Habitat region (partial match). Regions include \"Sub-Saharan Africa\", \"Northern America and Europe\", \"Eastern and South-Eastern Asia\", \"Central and Southern Asia\", \"Latin America and the Caribbean\", \"Northern Africa and Western Asia\", \"Oceania\"."
    },
    "country": {
      "type": "string",
      "description": "Filter by country name (partial match, e.g. \"Kenya\", \"United States\", \"Brazil\"). Case-insensitive."
    }
  },
  "additionalProperties": false
}

unhcr.asylum.applications

Get UNHCR asylum application counts — number of new asylum claims filed by year and country. Data includes procedure type (G=Government, U=UNHCR), application type (N=New, A=Appeal), decision level (FI=First Instance, AR=Appeal/Review), and applicant category (P=Person). Filter by year, country of origin ISO3 (coo), or country of asylum ISO3 (coa). Covers 1951–present with totals when available. Paginated; default 10 items. UNHCR Data License — open humanitarian data, no upstream cost.

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Argument	Type	Description
coa	string	ISO 3-letter country code for country of asylum, e.g. DEU (Germany), TUR (Turkey), COL (Colombia). Omit to include all asylum countries.
coo	string	ISO 3-letter country code for country of origin, e.g. SYR (Syria), AFG (Afghanistan), UKR (Ukraine). Omit to include all origin countries.
year	integer	Reference year for the statistics (1951–present). Omit to return all years (paginated).
limit	integer	Number of records to return per page (1–100, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "coa": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter country code for country of asylum, e.g. DEU (Germany), TUR (Turkey), COL (Colombia). Omit to include all asylum countries."
    },
    "coo": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter country code for country of origin, e.g. SYR (Syria), AFG (Afghanistan), UKR (Ukraine). Omit to include all origin countries."
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1951,
      "description": "Reference year for the statistics (1951–present). Omit to return all years (paginated)."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of records to return per page (1–100, default 10)."
    }
  },
  "additionalProperties": false
}

unhcr.asylum.decisions

Get UNHCR asylum decision outcomes — recognized refugees, other positive decisions, rejections, and closed/withdrawn cases by year and country. Includes recognition rate context: recognized + other_positive = total granted protection. Filter by year, country of origin ISO3 (coo), or country of asylum ISO3 (coa). Covers 1951–present with aggregate totals. Paginated; default 10 items. UNHCR Data License — open humanitarian data, no upstream cost.

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Argument	Type	Description
coa	string	ISO 3-letter country code for country of asylum, e.g. DEU (Germany), TUR (Turkey), COL (Colombia). Omit to include all asylum countries.
coo	string	ISO 3-letter country code for country of origin, e.g. SYR (Syria), AFG (Afghanistan), UKR (Ukraine). Omit to include all origin countries.
year	integer	Reference year for the statistics (1951–present). Omit to return all years (paginated).
limit	integer	Number of records to return per page (1–100, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "coa": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter country code for country of asylum, e.g. DEU (Germany), TUR (Turkey), COL (Colombia). Omit to include all asylum countries."
    },
    "coo": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter country code for country of origin, e.g. SYR (Syria), AFG (Afghanistan), UKR (Ukraine). Omit to include all origin countries."
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1951,
      "description": "Reference year for the statistics (1951–present). Omit to return all years (paginated)."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of records to return per page (1–100, default 10)."
    }
  },
  "additionalProperties": false
}

unhcr.population.solutions

Get UNHCR durable solutions data — voluntary repatriation (returned refugees), resettlement, and naturalization/citizenship grants for refugees and IDPs (1951–present). Durable solutions represent the three pathways out of displacement recognized by international law. Filter by year, country of origin ISO3 (coo), or country of asylum ISO3 (coa). Includes aggregate totals when available. Paginated; default 10 items. UNHCR Data License — open humanitarian data, no upstream cost.

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Argument	Type	Description
coa	string	ISO 3-letter country code for country of asylum, e.g. DEU (Germany), TUR (Turkey), COL (Colombia). Omit to include all asylum countries.
coo	string	ISO 3-letter country code for country of origin, e.g. SYR (Syria), AFG (Afghanistan), UKR (Ukraine). Omit to include all origin countries.
year	integer	Reference year for the statistics (1951–present). Omit to return all years (paginated).
limit	integer	Number of records to return per page (1–100, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "coa": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter country code for country of asylum, e.g. DEU (Germany), TUR (Turkey), COL (Colombia). Omit to include all asylum countries."
    },
    "coo": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter country code for country of origin, e.g. SYR (Syria), AFG (Afghanistan), UKR (Ukraine). Omit to include all origin countries."
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1951,
      "description": "Reference year for the statistics (1951–present). Omit to return all years (paginated)."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of records to return per page (1–100, default 10)."
    }
  },
  "additionalProperties": false
}

unhcr.population.statistics

Get UNHCR global or per-country refugee and displaced-person population statistics (1951–present). Returns refugee counts, asylum seekers, internally displaced persons (IDPs), stateless persons, other people of concern (OOC), other in need of protection (OIP), and host community (HST) figures. Filter by year (e.g. 2023), country of origin ISO3 code (e.g. SYR for Syria, AFG for Afghanistan, UKR for Ukraine), or country of asylum ISO3 (e.g. DEU, TUR, COL). Omit all filters for global aggregates across all years. Paginated; default 10 items. UNHCR Data License — open humanitarian data, no upstream cost.

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Argument	Type	Description
coa	string	ISO 3-letter country code for country of asylum, e.g. DEU (Germany), TUR (Turkey), COL (Colombia). Omit to include all asylum countries.
coo	string	ISO 3-letter country code for country of origin, e.g. SYR (Syria), AFG (Afghanistan), UKR (Ukraine). Omit to include all origin countries.
year	integer	Reference year for the statistics (1951–present). Omit to return all years (paginated).
limit	integer	Number of records to return per page (1–100, default 10).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "coa": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter country code for country of asylum, e.g. DEU (Germany), TUR (Turkey), COL (Colombia). Omit to include all asylum countries."
    },
    "coo": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3-letter country code for country of origin, e.g. SYR (Syria), AFG (Afghanistan), UKR (Ukraine). Omit to include all origin countries."
    },
    "year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1951,
      "description": "Reference year for the statistics (1951–present). Omit to return all years (paginated)."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of records to return per page (1–100, default 10)."
    }
  },
  "additionalProperties": false
}

unpaywall.oa.lookup

Look up the open-access status of a scholarly work by DOI and get a direct link to a free, legal full-text copy if one exists — aggregated from 50K+ publisher and repository sources (institutional repositories, PubMed Central, arXiv, publisher OA pages). Returns oa_status (gold/green/hybrid/bronze/closed), the best OA location (PDF URL, license, host type, version), and all known OA locations. Complements education.doi_lookup and crossref.works_search (which return bibliographic metadata, not full-text availability). Data: api.unpaywall.org, no auth required (an internal contact email is sent per API terms, not a user credential).

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Argument	Type	Description
doi*	string	DOI of the scholarly work to look up, with or without the "https://doi.org/" prefix (e.g. 10.1038/nature12373)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "doi"
  ],
  "properties": {
    "doi": {
      "type": "string",
      "minLength": 1,
      "description": "DOI of the scholarly work to look up, with or without the \"https://doi.org/\" prefix (e.g. 10.1038/nature12373)"
    }
  },
  "additionalProperties": false
}

unsdg.data.query

Query UN SDG time-series indicator data by series code. Returns country-level or regional annual measurements for indicators like poverty rates, maternal mortality, CO2 emissions, literacy rates, and more. Filter by UN M49 geo area code (e.g. "356" for India, "840" for USA) and/or year range. Each record includes the geo area, year, value, source, and any disaggregation dimensions (age, sex, urbanization). Get series codes from unsdg.indicators.list; get geo area codes from unsdg.geo.countries.

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Argument	Type	Description
limit	integer	Maximum number of records to return per page (1-200, default 50). Large series may have thousands of records across countries and years.
end_year	integer	Filter data records up to and including this year (e.g. 2023). Combined with start_year to define a time range.
start_year	integer	Filter data records starting from this year (e.g. 2010). Combined with end_year to define a time range.
series_code*	string	UN SDG series code to query (e.g. "SI_POV_DAY1" for poverty rate, "SH_STA_MORT" for maternal mortality, "EN_ATM_CO2" for CO2 emissions). Obtain series codes from unsdg.indicators.list.
geo_area_code	string	UN M49 numeric geo area code to filter by country or region (e.g. "356" for India, "840" for USA, "076" for Brazil). Use unsdg.geo.countries to look up codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "series_code"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of records to return per page (1-200, default 50). Large series may have thousands of records across countries and years."
    },
    "end_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Filter data records up to and including this year (e.g. 2023). Combined with start_year to define a time range."
    },
    "start_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1990,
      "description": "Filter data records starting from this year (e.g. 2010). Combined with end_year to define a time range."
    },
    "series_code": {
      "type": "string",
      "description": "UN SDG series code to query (e.g. \"SI_POV_DAY1\" for poverty rate, \"SH_STA_MORT\" for maternal mortality, \"EN_ATM_CO2\" for CO2 emissions). Obtain series codes from unsdg.indicators.list."
    },
    "geo_area_code": {
      "type": "string",
      "description": "UN M49 numeric geo area code to filter by country or region (e.g. \"356\" for India, \"840\" for USA, \"076\" for Brazil). Use unsdg.geo.countries to look up codes."
    }
  },
  "additionalProperties": false
}

unsdg.geo.countries

List all 460 countries, territories, and world regions available in the UN SDG database using UN M49 numeric codes. Includes individual countries (e.g. India = 356, USA = 840, Brazil = 76) as well as aggregate regions (e.g. Africa = 2, Asia = 142, Latin America = 419, Least Developed Countries = 199). Use these geo area codes with unsdg.data.query to filter data by location.

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Argument	Type	Description
filter	string	Optional substring to filter country/region names (case-insensitive, e.g. "Africa", "Asia", "Latin"). If omitted, all 460 geo areas are returned.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "filter": {
      "type": "string",
      "description": "Optional substring to filter country/region names (case-insensitive, e.g. \"Africa\", \"Asia\", \"Latin\"). If omitted, all 460 geo areas are returned."
    }
  },
  "additionalProperties": false
}

unsdg.goals.list

List all 17 UN Sustainable Development Goals (SDGs) with their official titles and full descriptions. Covers the complete 2030 Agenda: No Poverty, Zero Hunger, Good Health, Quality Education, Gender Equality, Clean Water, Clean Energy, Decent Work, Industry & Innovation, Reduced Inequalities, Sustainable Cities, Responsible Consumption, Climate Action, Life Below Water, Life on Land, Peace & Justice, and Partnerships. Use goal codes (1–17) as inputs to unsdg.targets.list and unsdg.indicators.list.

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Argument	Type	Description
locale	string	Response locale code (e.g. "en" for English, "fr" for French). Defaults to English. Currently only English is supported by the UN SDG API.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Response locale code (e.g. \"en\" for English, \"fr\" for French). Defaults to English. Currently only English is supported by the UN SDG API."
    }
  },
  "additionalProperties": false
}

unsdg.indicators.list

List UN SDG monitoring indicators with their series codes, tier classifications (Tier I = established methodology, Tier II = methodology in development, Tier III = no agreed methodology), and associated data series codes. Optionally filter by goal (1–17) or target (e.g. "3.3"). Series codes (e.g. "SI_POV_DAY1", "SH_STA_MORT") are the inputs to unsdg.data.query for fetching actual country-level time series data.

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Argument	Type	Description
goal	string	Filter indicators by SDG goal number (e.g. "1", "3", "13"). If omitted, all 231 indicators across all 17 goals are returned.
target	string	Filter indicators by target code (e.g. "1.1", "3.3", "13.2"). Requires goal to be set for best results.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "goal": {
      "type": "string",
      "description": "Filter indicators by SDG goal number (e.g. \"1\", \"3\", \"13\"). If omitted, all 231 indicators across all 17 goals are returned."
    },
    "target": {
      "type": "string",
      "description": "Filter indicators by target code (e.g. \"1.1\", \"3.3\", \"13.2\"). Requires goal to be set for best results."
    }
  },
  "additionalProperties": false
}

unsdg.targets.list

List all 169 UN SDG targets with their official descriptions. Optionally filter by goal number (1–17) to get only the targets for that goal. Each target has a code like "1.1", "3.3", or "13.2" that identifies it uniquely. Use target codes with unsdg.indicators.list to drill into specific measurement indicators.

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Argument	Type	Description
goal	string	Filter by SDG goal number (e.g. "1" for No Poverty, "13" for Climate Action). If omitted, all 169 targets across all 17 goals are returned.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "goal": {
      "type": "string",
      "description": "Filter by SDG goal number (e.g. \"1\" for No Poverty, \"13\" for Climate Action). If omitted, all 169 targets across all 17 goals are returned."
    }
  },
  "additionalProperties": false
}

upc.products.lookup

Look up a product by UPC, EAN, GTIN, or ISBN barcode — returns title, brand, images, dimensions, weight, category, price range, and marketplace offers (UPCitemdb)

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Argument	Type	Description
upc*	string	UPC, EAN, GTIN, or ISBN barcode number to look up (e.g. "012345678905", "9780140449136")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "upc"
  ],
  "properties": {
    "upc": {
      "type": "string",
      "description": "UPC, EAN, GTIN, or ISBN barcode number to look up (e.g. \"012345678905\", \"9780140449136\")"
    }
  },
  "additionalProperties": false
}

upc.products.search

Search products by name, brand, or description — returns matching items with UPC codes, images, categories, and price ranges (UPCitemdb)

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Argument	Type	Description
type	string	Search type: "product" (default), "brand", or "category"
query*	string	Full-text search query for product name, brand, or description (e.g. "iPhone 16", "Sony headphones")
offset	integer	Pagination offset for results (default: 0)
match_mode	integer	Match mode: 0 = broad match (default), 1 = exact match

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "type": {
      "enum": [
        "product",
        "brand",
        "category"
      ],
      "type": "string",
      "description": "Search type: \"product\" (default), \"brand\", or \"category\""
    },
    "query": {
      "type": "string",
      "description": "Full-text search query for product name, brand, or description (e.g. \"iPhone 16\", \"Sony headphones\")"
    },
    "offset": {
      "type": "integer",
      "minimum": 0,
      "description": "Pagination offset for results (default: 0)"
    },
    "match_mode": {
      "type": "integer",
      "maximum": 1,
      "minimum": 0,
      "description": "Match mode: 0 = broad match (default), 1 = exact match"
    }
  },
  "additionalProperties": false
}

usajobs.codes.list

Fetch reference code lists used by USAJOBS — agency codes, pay grades, hiring paths, occupational series, security clearance levels, work schedules. Use to discover valid values for search filters.

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Argument	Type	Description
code_list*	string	Reference code list name. Options: agencysubelements (all federal agencies and sub-orgs), occupationalseries (4-digit job-family codes, e.g. 2210=IT Specialist), hiringpaths (public/veteran/student/disability/internal), securityclearances (Public Trust to TS/SCI), applicantsuppliers (hiring authority types), geoloccodes (geographic location codes), postalcodes (ZIP code lookup), cyberworkroles (NICE Cybersecurity Workforce Framework roles).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "code_list"
  ],
  "properties": {
    "code_list": {
      "enum": [
        "agencysubelements",
        "occupationalseries",
        "hiringpaths",
        "securityclearances",
        "applicantsuppliers",
        "geoloccodes",
        "postalcodes",
        "cyberworkroles"
      ],
      "type": "string",
      "description": "Reference code list name. Options: agencysubelements (all federal agencies and sub-orgs), occupationalseries (4-digit job-family codes, e.g. 2210=IT Specialist), hiringpaths (public/veteran/student/disability/internal), securityclearances (Public Trust to TS/SCI), applicantsuppliers (hiring authority types), geoloccodes (geographic location codes), postalcodes (ZIP code lookup), cyberworkroles (NICE Cybersecurity Workforce Framework roles)."
    }
  },
  "additionalProperties": false
}

usajobs.jobs.search

Search US federal civil-service job postings — by keyword, location, pay grade (GS-1 to GS-15, SES), agency, position type. Returns position title, agency, location, salary range, grade, open period, application URL. USAJOBS is the ONLY source for US federal civil-service postings, distinct from BLS, ESCO, CareerJet, Adzuna, Reed, Jooble, Arbeitnow, Remotive, and TheirStack.

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
keyword	string	Free-text search across job title + description. Examples: 'software engineer', 'cybersecurity analyst', 'data scientist'.
organization	string	Agency code or name fragment. Examples: 'DOD' (Defense), 'VA' (Veterans Affairs), 'HHS' (Health and Human Services).
location_name	string	Location filter. City + state, ZIP, or state name. Examples: 'Washington, DC', 'San Francisco, CA', '94102'.
pay_grade_low	string	Minimum federal pay grade. Format: 'GS01'-'GS15', 'SES', or 'EX-V'. Default: any.
pay_grade_high	string	Maximum federal pay grade (same format as pay_grade_low).
position_title	string	Strict position-title filter. Use keyword for fuzzy match.
results_per_page	integer	Results per page (1-500, default 25).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "default": 1,
      "maximum": 100,
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "keyword": {
      "type": "string",
      "description": "Free-text search across job title + description. Examples: 'software engineer', 'cybersecurity analyst', 'data scientist'."
    },
    "organization": {
      "type": "string",
      "description": "Agency code or name fragment. Examples: 'DOD' (Defense), 'VA' (Veterans Affairs), 'HHS' (Health and Human Services)."
    },
    "location_name": {
      "type": "string",
      "description": "Location filter. City + state, ZIP, or state name. Examples: 'Washington, DC', 'San Francisco, CA', '94102'."
    },
    "pay_grade_low": {
      "type": "string",
      "description": "Minimum federal pay grade. Format: 'GS01'-'GS15', 'SES', or 'EX-V'. Default: any."
    },
    "pay_grade_high": {
      "type": "string",
      "description": "Maximum federal pay grade (same format as pay_grade_low)."
    },
    "position_title": {
      "type": "string",
      "description": "Strict position-title filter. Use keyword for fuzzy match."
    },
    "results_per_page": {
      "type": "integer",
      "default": 25,
      "maximum": 500,
      "minimum": 1,
      "description": "Results per page (1-500, default 25)."
    }
  },
  "additionalProperties": false
}

usajobs.positions.detail

Get full detail for a specific federal job posting by control number (PositionID) — full description, qualifications, duties, benefits summary, application instructions, security clearance level, telework eligibility.

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Argument	Type	Description
control_number*	string	PositionID from a search result (digits-only string, e.g. "856924100"). Found in the MatchedObjectId field.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "control_number"
  ],
  "properties": {
    "control_number": {
      "type": "string",
      "description": "PositionID from a search result (digits-only string, e.g. \"856924100\"). Found in the MatchedObjectId field."
    }
  },
  "additionalProperties": false
}

usdamars.reports.corrected

List USDA AMS market news reports that have been corrected or amended within the specified period. Corrections supersede previously published data and are important for accurate commodity price analysis. Covers livestock, dairy, poultry, produce, grain, and cotton markets. Use days=all to see the full correction history. Source: USDA AMS MyMarketNews — marsapi.ams.usda.gov, public domain, no auth.

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Argument	Type	Description
days	string \| number	Number of past days to search for corrections (1–90), or "all" for complete history. Default "all".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": [
        "string",
        "number"
      ],
      "description": "Number of past days to search for corrections (1–90), or \"all\" for complete history. Default \"all\"."
    }
  },
  "additionalProperties": false
}

usdamars.reports.get

Get metadata for a specific USDA AMS market news report by its numeric ID or slug (e.g. "nw_ls910"). Returns publication date, commodity period, report title, file type, and whether it is a correction or final report. Obtain report IDs from usdamars.reports.list or usdamars.reports.search. Source: USDA AMS MyMarketNews — marsapi.ams.usda.gov, public domain, no auth.

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Argument	Type	Description
report_id*	string \| number	USDA AMS MARS report ID or slug (e.g. 2826 or "nw_ls910"). Obtain IDs from usdamars.list_reports or usdamars.search_reports.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "report_id"
  ],
  "properties": {
    "report_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "USDA AMS MARS report ID or slug (e.g. 2826 or \"nw_ls910\"). Obtain IDs from usdamars.list_reports or usdamars.search_reports."
    }
  },
  "additionalProperties": false
}

usdamars.reports.list

List recently published USDA Agricultural Marketing Service (AMS) market news reports covering livestock, dairy, poultry, fruits, vegetables, grain, cotton, and specialty crops. Returns report metadata: ID, title, publication date, commodity period covered, and file type. Reports are published by USDA-accredited reporters at markets across the US. Use usdamars.reports.search to filter by commodity. Source: USDA AMS MyMarketNews — marsapi.ams.usda.gov, public domain, no auth.

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Argument	Type	Description
days	integer	Number of past days to include (1–30). Default 7. Today's reports use 1; a full work week uses 5.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of past days to include (1–30). Default 7. Today's reports use 1; a full work week uses 5."
    }
  },
  "additionalProperties": false
}

usdamars.reports.search

Search USDA AMS market news reports by commodity or topic keyword within the title. Filter by terms like "cattle", "dairy", "pork", "lamb", "poultry", "egg", "fruit", "vegetable", "grain", "cotton", "boxed beef", or region names. Returns up to 50 matching reports from the last N days sorted by publication date. Source: USDA AMS MyMarketNews — marsapi.ams.usda.gov, public domain, no auth.

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Argument	Type	Description
days	integer	Number of past days to search within (1–30). Default 7.
keyword	string	Commodity or topic keyword to filter report titles (case-insensitive). Examples: "cattle", "dairy", "fruit", "grain", "lamb", "poultry", "cotton", "boxed beef", "egg".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "days": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of past days to search within (1–30). Default 7."
    },
    "keyword": {
      "type": "string",
      "description": "Commodity or topic keyword to filter report titles (case-insensitive). Examples: \"cattle\", \"dairy\", \"fruit\", \"grain\", \"lamb\", \"poultry\", \"cotton\", \"boxed beef\", \"egg\"."
    }
  },
  "additionalProperties": false
}

usgs-epqs.elevation.point

Get ground surface elevation for a single latitude/longitude coordinate from the USGS 3D Elevation Program (3DEP) — the authoritative US Government digital elevation model, with resolution as fine as 1 meter in many areas. Returns elevation in meters or feet, the source raster resolution, and optionally the DEM acquisition date. Continental US + territories only (no ocean or international coverage). Data: epqs.nationalmap.gov (USGS 3D Elevation Program), no auth required.

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Argument	Type	Description
units	string	Elevation output units, "Meters" or "Feet" (default "Meters").
latitude*	number	Latitude in decimal degrees, WGS84 (e.g. 39.7147). Continental US + territories only.
longitude*	number	Longitude in decimal degrees, WGS84 (e.g. -105.0178).
include_date	boolean	Include the source DEM raster acquisition date in the response (default false).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "latitude",
    "longitude"
  ],
  "properties": {
    "units": {
      "enum": [
        "Meters",
        "Feet"
      ],
      "type": "string",
      "description": "Elevation output units, \"Meters\" or \"Feet\" (default \"Meters\")."
    },
    "latitude": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Latitude in decimal degrees, WGS84 (e.g. 39.7147). Continental US + territories only."
    },
    "longitude": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Longitude in decimal degrees, WGS84 (e.g. -105.0178)."
    },
    "include_date": {
      "type": "boolean",
      "description": "Include the source DEM raster acquisition date in the response (default false)."
    }
  },
  "additionalProperties": false
}

usgs-mrds.deposits.search_by_area

Search the USGS Mineral Resources Data System (MRDS) for mineral deposits, mines, and prospects within a geographic bounding box (min/max latitude and longitude). Returns deposit ID, site name, development status, commodity codes, and precise coordinates — useful for regional mineral exploration and mapping. Data: mrdata.usgs.gov (USGS Mineral Resources Program), no auth required.

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Argument	Type	Description
limit	integer	Maximum number of deposits to return (default 20, max 100).
max_lat*	number	Northern boundary latitude in decimal degrees.
max_lon*	number	Eastern boundary longitude in decimal degrees.
min_lat*	number	Southern boundary latitude in decimal degrees.
min_lon*	number	Western boundary longitude in decimal degrees.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "min_lat",
    "min_lon",
    "max_lat",
    "max_lon"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of deposits to return (default 20, max 100)."
    },
    "max_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Northern boundary latitude in decimal degrees."
    },
    "max_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Eastern boundary longitude in decimal degrees."
    },
    "min_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Southern boundary latitude in decimal degrees."
    },
    "min_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Western boundary longitude in decimal degrees."
    }
  },
  "additionalProperties": false
}

usgs-nationalmap.products.list_datasets

List the geospatial dataset collections available from The National Map (e.g. US Topo, 3D Elevation Program, Hydrography, Imagery, National Structures), with category, refresh cycle, available formats, and info URL for each. Use dataset titles from this tool as the `datasets` filter for usgs-nationalmap.search_products. Data: tnmaccess.nationalmap.gov (USGS National Geospatial Program), no auth required.

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Argument	Type	Description
category	string	Filter by parent category, e.g. "Map" or "Data" (case-insensitive, exact match).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "category": {
      "type": "string",
      "description": "Filter by parent category, e.g. \"Map\" or \"Data\" (case-insensitive, exact match)."
    }
  },
  "additionalProperties": false
}

usgs-nationalmap.products.search

Search the USGS The National Map product catalog within a bounding box for downloadable geospatial data — topographic maps, elevation/lidar, hydrography, imagery, boundaries, and structures. Optional keyword, dataset name, and file format filters. Returns title, format, file size, publication date, and direct download URL for each match. Data: tnmaccess.nationalmap.gov (USGS National Geospatial Program), no auth required.

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Argument	Type	Description
max	integer	Maximum number of products to return, 1-50 (default 10).
formats	string	File format to filter by (e.g. "GeoTIFF", "GeoPackage", "Shapefile", "LAS,LAZ").
keyword	string	Free-text keyword to filter products by title/description (e.g. "elevation", "lidar").
max_lat*	number	Maximum (northern) latitude of the bounding box, in decimal degrees (e.g. 40.0).
max_lon*	number	Maximum (eastern) longitude of the bounding box, in decimal degrees (e.g. -104.0).
min_lat*	number	Minimum (southern) latitude of the bounding box, in decimal degrees (e.g. 39.0).
min_lon*	number	Minimum (western) longitude of the bounding box, in decimal degrees (e.g. -105.0).
datasets	string	Dataset name to filter by, from usgs-nationalmap.list_datasets (e.g. "US Topo", "National Elevation Dataset (NED) 1/3 arc-second").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "min_lat",
    "min_lon",
    "max_lat",
    "max_lon"
  ],
  "properties": {
    "max": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of products to return, 1-50 (default 10)."
    },
    "formats": {
      "type": "string",
      "description": "File format to filter by (e.g. \"GeoTIFF\", \"GeoPackage\", \"Shapefile\", \"LAS,LAZ\")."
    },
    "keyword": {
      "type": "string",
      "description": "Free-text keyword to filter products by title/description (e.g. \"elevation\", \"lidar\")."
    },
    "max_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Maximum (northern) latitude of the bounding box, in decimal degrees (e.g. 40.0)."
    },
    "max_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Maximum (eastern) longitude of the bounding box, in decimal degrees (e.g. -104.0)."
    },
    "min_lat": {
      "type": "number",
      "maximum": 90,
      "minimum": -90,
      "description": "Minimum (southern) latitude of the bounding box, in decimal degrees (e.g. 39.0)."
    },
    "min_lon": {
      "type": "number",
      "maximum": 180,
      "minimum": -180,
      "description": "Minimum (western) longitude of the bounding box, in decimal degrees (e.g. -105.0)."
    },
    "datasets": {
      "type": "string",
      "description": "Dataset name to filter by, from usgs-nationalmap.list_datasets (e.g. \"US Topo\", \"National Elevation Dataset (NED) 1/3 arc-second\")."
    }
  },
  "additionalProperties": false
}

vam.collections.by_category

Browse V&A collection objects by museum category using a thesaurus ID. Major categories: THES48982 (Ceramics, 73K+), THES48917 (Paintings, 23K+), THES48968 (Designs, 25K+), THES48966 (Drawings, 18K+), THES48903 (Prints, 15K+), THES48885 (Textiles, 7K+), THES48910 (Photographs, 4K+), THES48920 (Metalwork, 4K+). Optionally refine with a keyword query and filter to on-display objects only.

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
query	string	Optional keyword to refine results within the category.
page_size	integer	Number of results per page (1-30, default 10).
on_display	boolean	When true, return only objects on display in V&A galleries.
category_id*	string	V&A thesaurus category ID to browse. Common categories: "THES48982" (Ceramics, 73K+ objects), "THES48917" (Paintings, 23K+), "THES48968" (Designs, 25K+), "THES48966" (Drawings, 18K+), "THES48903" (Prints, 15K+), "THES48885" (Textiles, 7K+), "THES48910" (Photographs, 4K+), "THES48920" (Metalwork, 4K+).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "category_id"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "query": {
      "type": "string",
      "description": "Optional keyword to refine results within the category."
    },
    "page_size": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of results per page (1-30, default 10)."
    },
    "on_display": {
      "type": "boolean",
      "description": "When true, return only objects on display in V&A galleries."
    },
    "category_id": {
      "type": "string",
      "description": "V&A thesaurus category ID to browse. Common categories: \"THES48982\" (Ceramics, 73K+ objects), \"THES48917\" (Paintings, 23K+), \"THES48968\" (Designs, 25K+), \"THES48966\" (Drawings, 18K+), \"THES48903\" (Prints, 15K+), \"THES48885\" (Textiles, 7K+), \"THES48910\" (Photographs, 4K+), \"THES48920\" (Metalwork, 4K+)."
    }
  },
  "additionalProperties": false
}

vam.collections.by_maker

Search V&A collection objects created by a specific artist, designer, or maker. Returns objects with maker name, date, object type, place, thumbnail URL, and display status. Supports partial name matching. Examples: "Wedgwood" (1,300+ ceramics), "William Morris" (textiles/designs), "Constable" (paintings), "Beatrix Potter" (drawings).

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
maker*	string	Artist or maker name to search for (e.g. "Wedgwood", "William Morris", "Constable", "Beatrix Potter"). Partial matches are supported.
page_size	integer	Number of results per page (1-30, default 10).
object_type	string	Filter maker results by object type (e.g. "Painting", "Ceramic", "Print").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "maker"
  ],
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "maker": {
      "type": "string",
      "minLength": 1,
      "description": "Artist or maker name to search for (e.g. \"Wedgwood\", \"William Morris\", \"Constable\", \"Beatrix Potter\"). Partial matches are supported."
    },
    "page_size": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of results per page (1-30, default 10)."
    },
    "object_type": {
      "type": "string",
      "description": "Filter maker results by object type (e.g. \"Painting\", \"Ceramic\", \"Print\")."
    }
  },
  "additionalProperties": false
}

vam.collections.object

Get full details for a specific V&A museum object by its system number (e.g. "O429002"). Returns complete record: title, summary and physical descriptions, all makers with roles, materials, techniques, categories, styles, production date range, place of origin, gallery location, IIIF image URL, and direct link to the V&A collections page.

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Argument	Type	Description
system_number*	string	V&A system number identifying the museum object (e.g. "O429002", "O64940"). Returned in search results as system_number.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "system_number"
  ],
  "properties": {
    "system_number": {
      "type": "string",
      "description": "V&A system number identifying the museum object (e.g. \"O429002\", \"O64940\"). Returned in search results as system_number."
    }
  },
  "additionalProperties": false
}

vam.collections.search

Search 1M+ objects in the Victoria and Albert Museum collection by keyword, object type, date range, and display status. Returns object type, title, maker, date, place of origin, thumbnail URL, and IIIF image base for each result. Filter by on_display=true to find objects currently on display in London. Source: V&A public API (no auth required).

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Argument	Type	Description
page	integer	Page number for paginating through results (default 1).
query	string	Keyword search across titles, descriptions, maker names, and materials (e.g. "teapot", "William Morris", "silk embroidery"). Leave empty to browse all objects.
year_to	integer	Latest production year filter (e.g. 1850).
page_size	integer	Number of results per page (1-30, default 10).
year_from	integer	Earliest production year filter (e.g. 1750).
on_display	boolean	When true, return only objects currently on display in V&A galleries. When false or omitted, include objects in storage too.
object_type	string	Filter by object type (e.g. "Painting", "Vase", "Tile", "Photograph", "Drawing", "Print", "Textile"). Case-sensitive; use exact V&A category names.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for paginating through results (default 1)."
    },
    "query": {
      "type": "string",
      "description": "Keyword search across titles, descriptions, maker names, and materials (e.g. \"teapot\", \"William Morris\", \"silk embroidery\"). Leave empty to browse all objects."
    },
    "year_to": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 0,
      "description": "Latest production year filter (e.g. 1850)."
    },
    "page_size": {
      "type": "integer",
      "maximum": 30,
      "minimum": 1,
      "description": "Number of results per page (1-30, default 10)."
    },
    "year_from": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 0,
      "description": "Earliest production year filter (e.g. 1750)."
    },
    "on_display": {
      "type": "boolean",
      "description": "When true, return only objects currently on display in V&A galleries. When false or omitted, include objects in storage too."
    },
    "object_type": {
      "type": "string",
      "description": "Filter by object type (e.g. \"Painting\", \"Vase\", \"Tile\", \"Photograph\", \"Drawing\", \"Print\", \"Textile\"). Case-sensitive; use exact V&A category names."
    }
  },
  "additionalProperties": false
}

vehicle.autodev.vin_decode

Decode any VIN worldwide (100+ countries) — make, model, year, trim, engine, transmission, drive type, body style, origin country, manufacturer. Covers EU, Asia, and other markets beyond US-only NHTSA. Static data cached 24h (Auto.dev)

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Argument	Type	Description
vin*	string	17-character Vehicle Identification Number (e.g. "WP0AF2A99KS165242" for Porsche, "WBAFR7C51BC603689" for BMW)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vin"
  ],
  "properties": {
    "vin": {
      "type": "string",
      "maxLength": 17,
      "minLength": 17,
      "description": "17-character Vehicle Identification Number (e.g. \"WP0AF2A99KS165242\" for Porsche, \"WBAFR7C51BC603689\" for BMW)"
    }
  },
  "additionalProperties": false
}

vehicle.carmarket.listing

Get full details for a specific car listing by ID — VIN, price, MSRP, mileage, full build specs (engine, transmission, drivetrain, fuel type), dealer contact, Carfax 1-owner status, days on market, photos. Get listing IDs from carmarket.search (MarketCheck)

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Argument	Type	Description
id*	string	MarketCheck listing ID (e.g. "3TMCZ5AN5PM564843-883937ce-f335"). Get IDs from carmarket.search results

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "minLength": 1,
      "description": "MarketCheck listing ID (e.g. \"3TMCZ5AN5PM564843-883937ce-f335\"). Get IDs from carmarket.search results"
    }
  },
  "additionalProperties": false
}

vehicle.carmarket.search

Search millions of active US car listings by make, model, year, price range, mileage, ZIP code, and radius. Returns VIN, price, miles, dealer info, Carfax status, and days on market. Filter by seller type (dealer/private) and color. Data from all major US marketplaces (MarketCheck)

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Argument	Type	Description
zip	string	US ZIP code to search near (e.g. "10001")
make	string	Car manufacturer (e.g. "Toyota", "Honda", "BMW", "Tesla")
year	integer	Model year (e.g. 2023, 2024)
limit	integer	Max results (1-25, default 10)
model	string	Car model (e.g. "Camry", "Civic", "Model 3")
start	integer	Offset for pagination
radius	number	Search radius in miles from ZIP (max 100 on free tier)
miles_max	number	Maximum mileage
price_max	number	Maximum price in USD
price_min	number	Minimum price in USD
seller_type	string	Filter by seller type
exterior_color	string	Filter by exterior color (e.g. "White", "Black", "Red")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "zip": {
      "type": "string",
      "description": "US ZIP code to search near (e.g. \"10001\")"
    },
    "make": {
      "type": "string",
      "description": "Car manufacturer (e.g. \"Toyota\", \"Honda\", \"BMW\", \"Tesla\")"
    },
    "year": {
      "type": "integer",
      "description": "Model year (e.g. 2023, 2024)"
    },
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Max results (1-25, default 10)"
    },
    "model": {
      "type": "string",
      "description": "Car model (e.g. \"Camry\", \"Civic\", \"Model 3\")"
    },
    "start": {
      "type": "integer",
      "minimum": 0,
      "description": "Offset for pagination"
    },
    "radius": {
      "type": "number",
      "description": "Search radius in miles from ZIP (max 100 on free tier)"
    },
    "miles_max": {
      "type": "number",
      "description": "Maximum mileage"
    },
    "price_max": {
      "type": "number",
      "description": "Maximum price in USD"
    },
    "price_min": {
      "type": "number",
      "description": "Minimum price in USD"
    },
    "seller_type": {
      "enum": [
        "dealer",
        "private"
      ],
      "type": "string",
      "description": "Filter by seller type"
    },
    "exterior_color": {
      "type": "string",
      "description": "Filter by exterior color (e.g. \"White\", \"Black\", \"Red\")"
    }
  },
  "additionalProperties": false
}

vehicle.safety.complaints

Search consumer complaints filed with NHTSA about vehicles. Returns incident details including crash/fire flags, injuries, deaths, affected components, and complaint summary. Covers US vehicles from ~1995 to present. Critical for safety research and product liability analysis (NHTSA)

read-only

Argument	Type	Description
make*	string	Vehicle manufacturer name (e.g. "Toyota", "Ford", "Tesla", "Honda")
model*	string	Vehicle model name (e.g. "Camry", "Model 3", "Civic")
model_year*	integer	Model year (e.g. 2023). NHTSA complaint data available from ~1995 to present

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "make",
    "model",
    "model_year"
  ],
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle manufacturer name (e.g. \"Toyota\", \"Ford\", \"Tesla\", \"Honda\")"
    },
    "model": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle model name (e.g. \"Camry\", \"Model 3\", \"Civic\")"
    },
    "model_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1995,
      "description": "Model year (e.g. 2023). NHTSA complaint data available from ~1995 to present"
    }
  },
  "additionalProperties": false
}

vehicle.safety.investigations

Search NHTSA defect investigation records by manufacturer and model. Returns investigation number, type (preliminary/engineering analysis), description, latest activity date, and NHTSA action number. Covers active and closed investigations for US vehicles (NHTSA)

read-only

Argument	Type	Description
make*	string	Vehicle manufacturer name (e.g. "Tesla", "GM", "Ford")
model	string	Vehicle model name to narrow results (e.g. "Model 3", "Bolt EV")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "make"
  ],
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle manufacturer name (e.g. \"Tesla\", \"GM\", \"Ford\")"
    },
    "model": {
      "type": "string",
      "description": "Vehicle model name to narrow results (e.g. \"Model 3\", \"Bolt EV\")"
    }
  },
  "additionalProperties": false
}

vehicle.safety.ratings

Get NCAP 5-Star crash test safety ratings by make/model/year or vehicle ID. Returns overall rating, frontal crash, side crash, and rollover ratings (1-5 stars). Also shows related complaints, recalls, and investigation counts. Available from ~2011 for US-market vehicles (NHTSA)

read-only

Argument	Type	Description
make	string	Vehicle manufacturer name (e.g. "Toyota", "Honda"). Required unless vehicle_id is provided
model	string	Vehicle model name (e.g. "Camry", "Civic"). Required unless vehicle_id is provided
model_year	integer	Model year (e.g. 2023). 5-Star ratings available from ~2011. Required unless vehicle_id is provided
vehicle_id	integer	NHTSA Vehicle ID for full ratings detail (get from initial search). Overrides make/model/year if provided

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "make": {
      "type": "string",
      "description": "Vehicle manufacturer name (e.g. \"Toyota\", \"Honda\"). Required unless vehicle_id is provided"
    },
    "model": {
      "type": "string",
      "description": "Vehicle model name (e.g. \"Camry\", \"Civic\"). Required unless vehicle_id is provided"
    },
    "model_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 2011,
      "description": "Model year (e.g. 2023). 5-Star ratings available from ~2011. Required unless vehicle_id is provided"
    },
    "vehicle_id": {
      "type": "integer",
      "description": "NHTSA Vehicle ID for full ratings detail (get from initial search). Overrides make/model/year if provided"
    }
  },
  "additionalProperties": false
}

vehicle.safety.recalls

Search NHTSA vehicle recalls by make, model, and year. Returns campaign number, manufacturer, subject, summary, consequence, remedy, affected components, and units affected. Covers all US recalls from 1966 to present. Essential for automotive safety, insurance, and fleet management agents (NHTSA)

read-only

Argument	Type	Description
make*	string	Vehicle manufacturer name (e.g. "Toyota", "Ford", "Tesla", "BMW")
model*	string	Vehicle model name (e.g. "Camry", "Model 3", "F-150", "X5")
model_year*	integer	Model year (e.g. 2023). NHTSA recall data available from 1966 to present

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "make",
    "model",
    "model_year"
  ],
  "properties": {
    "make": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle manufacturer name (e.g. \"Toyota\", \"Ford\", \"Tesla\", \"BMW\")"
    },
    "model": {
      "type": "string",
      "minLength": 1,
      "description": "Vehicle model name (e.g. \"Camry\", \"Model 3\", \"F-150\", \"X5\")"
    },
    "model_year": {
      "type": "integer",
      "maximum": 2030,
      "minimum": 1966,
      "description": "Model year (e.g. 2023). NHTSA recall data available from 1966 to present"
    }
  },
  "additionalProperties": false
}

vehicle.vin.decode

Decode a 17-character VIN — make, model, year, body class, engine, fuel type, transmission, plant country. US Government open data, unlimited, no auth (NHTSA)

read-only

Argument	Type	Description
vin*	string	17-character Vehicle Identification Number (e.g. "1HGCM82633A004352")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "vin"
  ],
  "properties": {
    "vin": {
      "type": "string",
      "maxLength": 17,
      "minLength": 17,
      "description": "17-character Vehicle Identification Number (e.g. \"1HGCM82633A004352\")"
    }
  },
  "additionalProperties": false
}

vehicle.vin.models

List vehicle models for a make and/or year (e.g. Honda 2024). US Government data (NHTSA)

read-only

Argument	Type	Description
make	string	Vehicle make (e.g. "Honda", "Toyota", "Ford")
year	integer	Model year (e.g. 2024)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "make": {
      "type": "string",
      "description": "Vehicle make (e.g. \"Honda\", \"Toyota\", \"Ford\")"
    },
    "year": {
      "type": "integer",
      "description": "Model year (e.g. 2024)"
    }
  },
  "additionalProperties": false
}

volcano.alerts.cap

Get Common Alerting Protocol (CAP) information for highly elevated volcanoes (ORANGE/WATCH or higher). CAP is the international emergency alert standard used by aviation authorities and civil protection agencies. Returns full CAP metadata: location (lat/lon/elevation), alert certainty, severity, urgency, synopsis text, expiry time, and previous alert state. Only volcanoes that have been at ORANGE or above at least once appear here. Use for integration with emergency management systems, aviation NOTAM workflows, or real-time public alerting pipelines. No auth — USGS public domain.

read-only

Argument	Type	Description
min_alert_level	string	Minimum alert level to include: ADVISORY, WATCH, or WARNING (default: all elevated)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "min_alert_level": {
      "enum": [
        "ADVISORY",
        "WATCH",
        "WARNING"
      ],
      "type": "string",
      "description": "Minimum alert level to include: ADVISORY, WATCH, or WARNING (default: all elevated)"
    }
  },
  "additionalProperties": false
}

volcano.catalog.detail

Get detailed information for a single US volcano by its USGS volcano code or Smithsonian vnum. Returns name, coordinates, elevation, region, NVEWS threat rating, observatory, plain-text description (HTML stripped), official volcano page URL, image URL, and links to the HANS hazard page and newest notice API. Use volcano.us_catalog or volcano.monitored to discover valid volcano IDs. Example: volcano_id="ak277" for Takawangha, "311120" for Great Sitkin. No auth — USGS public domain.

read-only

Argument	Type	Description
volcano_id*	string	USGS volcano code (e.g. ak277) or Smithsonian volcano number (e.g. 311090). Get IDs from volcano.us_catalog or volcano.monitored.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "volcano_id"
  ],
  "properties": {
    "volcano_id": {
      "type": "string",
      "description": "USGS volcano code (e.g. ak277) or Smithsonian volcano number (e.g. 311090). Get IDs from volcano.us_catalog or volcano.monitored."
    }
  },
  "additionalProperties": false
}

volcano.catalog.us

Get the full catalog of all 170 US volcanoes tracked by the USGS Volcano Hazards Program. Includes Alaska, Hawaii, Cascades (Washington/Oregon/California), and other regions. Each entry contains: Smithsonian volcano number (vnum), USGS volcano code, region, GPS coordinates, elevation, NVEWS threat rating (Very High / High / Moderate / Low / Very Low), observatory contact, official volcano page URL, and image URL. Optionally filter by region substring (e.g. "Alaska", "Hawaii", "Cascades"). Use to enumerate all US volcanoes, discover IDs, or build regional hazard maps. No auth — USGS public domain.

read-only

Argument	Type	Description
region	string	Filter by region name substring (e.g. "Alaska", "Hawaii", "Cascades", "California")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "region": {
      "type": "string",
      "description": "Filter by region name substring (e.g. \"Alaska\", \"Hawaii\", \"Cascades\", \"California\")"
    }
  },
  "additionalProperties": false
}

volcano.notices.latest

Get the text of the most recent official notice for a specific US volcano. USGS observatories issue daily updates, information statements, and activity alerts in a standardized format. Returns the notice as plain text (HTML stripped) and optionally the original HTML. Notices describe current volcanic activity: seismicity, deformation, emissions, lava flow extent, ash cloud height, and recommended actions. Use with volcano_id from volcano.monitored or volcano.us_catalog. No auth — USGS public domain, data updated as notices are issued.

read-only

Argument	Type	Description
volcano_id*	string	USGS volcano code (e.g. ak277) or Smithsonian volcano number (e.g. 311090). Get IDs from volcano.us_catalog or volcano.monitored.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "volcano_id"
  ],
  "properties": {
    "volcano_id": {
      "type": "string",
      "description": "USGS volcano code (e.g. ak277) or Smithsonian volcano number (e.g. 311090). Get IDs from volcano.us_catalog or volcano.monitored."
    }
  },
  "additionalProperties": false
}

volcano.status.elevated

Get all US volcanoes currently in an elevated state (color code YELLOW, ORANGE, or RED; alert level ADVISORY, WATCH, or WARNING). Returns only volcanoes with active unrest or eruption. Includes volcano name, Smithsonian vnum, USGS volcano code, current alert level and color code, observatory, time of last notice, and notice URL. Returns an empty array when all monitored volcanoes are at NORMAL/GREEN status. Ideal for real-time hazard monitoring dashboards and aviation safety agents. No auth — USGS public domain, updated within minutes of official notice issuance.

read-only

Argument	Type	Description
color_code	string	Filter by aviation color code: YELLOW (advisory), ORANGE (watch), RED (warning)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "color_code": {
      "enum": [
        "YELLOW",
        "ORANGE",
        "RED"
      ],
      "type": "string",
      "description": "Filter by aviation color code: YELLOW (advisory), ORANGE (watch), RED (warning)"
    }
  },
  "additionalProperties": false
}

volcano.status.monitored

Get all US volcanoes currently under active monitoring by the USGS Volcano Hazards Program. Returns ~69 volcanoes with current alert level (NORMAL/ADVISORY/WATCH/WARNING), aviation color code (GREEN/YELLOW/ORANGE/RED), observatory name, and the most recent notice URL. Monitoring requires ground-based instruments to be operational — some volcanoes may be temporarily excluded during equipment outages. Use as a first step to identify volcano IDs for detail/notice lookups. No auth — USGS public domain, data updated in real time as notices are issued.

read-only

Argument	Type	Description
limit	integer	Maximum number of monitored volcanoes to return (1–200, default all ~69)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Maximum number of monitored volcanoes to return (1–200, default all ~69)"
    }
  },
  "additionalProperties": false
}

water.usgs.realtime

Get real-time streamflow (ft^3/s), gage height (ft), water temperature, and conductance for a USGS monitoring site. Updated every 15 minutes. Covers rivers, streams, lakes, reservoirs across the US. Use water.sites to find site numbers (USGS)

read-only

Argument	Type	Description
period	string	ISO 8601 duration for data window (e.g. "PT2H" for 2 hours, "P7D" for 7 days). Default: PT2H.
site_no*	string	USGS site number (e.g. "09380000"). Use water.sites to find site numbers first.
parameter_cd	string	Parameter code(s), comma-separated. Common: 00060=streamflow, 00065=gage height, 00010=temperature. Default: all available.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "site_no"
  ],
  "properties": {
    "period": {
      "type": "string",
      "description": "ISO 8601 duration for data window (e.g. \"PT2H\" for 2 hours, \"P7D\" for 7 days). Default: PT2H."
    },
    "site_no": {
      "type": "string",
      "minLength": 1,
      "description": "USGS site number (e.g. \"09380000\"). Use water.sites to find site numbers first."
    },
    "parameter_cd": {
      "type": "string",
      "description": "Parameter code(s), comma-separated. Common: 00060=streamflow, 00065=gage height, 00010=temperature. Default: all available."
    }
  },
  "additionalProperties": false
}

water.usgs.sites

Search 1.5M+ USGS water monitoring sites by US state, county FIPS, bounding box, or site number. Returns site ID, station name, coordinates, altitude, HUC watershed code. Use site numbers with water.realtime for live data (USGS)

read-only

Argument	Type	Description
bbox	string	Bounding box: west,south,east,north in decimal degrees (e.g. "-105.5,39.5,-104.5,40.5")
state	string	US state FIPS code, 2 chars (e.g. "CA", "NY", "CO")
county	string	County FIPS code, 5 digits (e.g. "06037" for Los Angeles County)
site_no	string	USGS site number (e.g. "09380000" for Colorado River at Lees Ferry)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "bbox": {
      "type": "string",
      "description": "Bounding box: west,south,east,north in decimal degrees (e.g. \"-105.5,39.5,-104.5,40.5\")"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state FIPS code, 2 chars (e.g. \"CA\", \"NY\", \"CO\")"
    },
    "county": {
      "type": "string",
      "description": "County FIPS code, 5 digits (e.g. \"06037\" for Los Angeles County)"
    },
    "site_no": {
      "type": "string",
      "description": "USGS site number (e.g. \"09380000\" for Colorado River at Lees Ferry)"
    }
  },
  "additionalProperties": false
}

weather.airnow.current_latlng

Current AQI observations near a US coordinate. Same fields as current_zip. EPA AirNow

read-only

Argument	Type	Description
lat*	number	Latitude (decimal degrees, e.g. 40.7128 for NYC).
lng*	number	Longitude (decimal degrees, e.g. -74.0060 for NYC).
distance	integer	Search radius in miles around the coordinate (default 25).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "description": "Latitude (decimal degrees, e.g. 40.7128 for NYC)."
    },
    "lng": {
      "type": "number",
      "description": "Longitude (decimal degrees, e.g. -74.0060 for NYC)."
    },
    "distance": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Search radius in miles around the coordinate (default 25)."
    }
  },
  "additionalProperties": false
}

weather.airnow.current_zip

Current Air Quality Index (AQI) observations from EPA AirNow for any US ZIP code. Returns PM2.5, ozone, AQI value + category (Good/Moderate/Unhealthy/...). US Gov free

read-only

Argument	Type	Description
zip*	string	US ZIP code — 5 digits (e.g. "10001" Manhattan, "90210" Beverly Hills, "60601" Chicago).
distance	integer	Search radius in miles around the ZIP centroid (default 25). If no monitor within radius, returns empty array.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "zip"
  ],
  "properties": {
    "zip": {
      "type": "string",
      "maxLength": 5,
      "minLength": 5,
      "description": "US ZIP code — 5 digits (e.g. \"10001\" Manhattan, \"90210\" Beverly Hills, \"60601\" Chicago)."
    },
    "distance": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Search radius in miles around the ZIP centroid (default 25). If no monitor within radius, returns empty array."
    }
  },
  "additionalProperties": false
}

weather.airnow.forecast_latlng

Multi-day AQI forecast for a US lat/lng. EPA AirNow

read-only

Argument	Type	Description
lat*	number	Latitude (decimal degrees, e.g. 40.7128 for NYC).
lng*	number	Longitude (decimal degrees, e.g. -74.0060 for NYC).
date	string	Optional ISO date YYYY-MM-DD to get forecast for that day. Default: today.
distance	integer	Search radius in miles around the coordinate (default 25).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "lat",
    "lng"
  ],
  "properties": {
    "lat": {
      "type": "number",
      "description": "Latitude (decimal degrees, e.g. 40.7128 for NYC)."
    },
    "lng": {
      "type": "number",
      "description": "Longitude (decimal degrees, e.g. -74.0060 for NYC)."
    },
    "date": {
      "type": "string",
      "description": "Optional ISO date YYYY-MM-DD to get forecast for that day. Default: today."
    },
    "distance": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Search radius in miles around the coordinate (default 25)."
    }
  },
  "additionalProperties": false
}

weather.airnow.forecast_zip

Multi-day AQI forecast (today + ~5 days) for a US ZIP — ozone + PM2.5 expected category. EPA AirNow

read-only

Argument	Type	Description
zip*	string	US ZIP code — 5 digits (e.g. "10001" Manhattan, "90210" Beverly Hills, "60601" Chicago).
date	string	Optional ISO date YYYY-MM-DD to get forecast for that day. Default: today.
distance	integer	Search radius in miles around the ZIP centroid (default 25). If no monitor within radius, returns empty array.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "zip"
  ],
  "properties": {
    "zip": {
      "type": "string",
      "maxLength": 5,
      "minLength": 5,
      "description": "US ZIP code — 5 digits (e.g. \"10001\" Manhattan, \"90210\" Beverly Hills, \"60601\" Chicago)."
    },
    "date": {
      "type": "string",
      "description": "Optional ISO date YYYY-MM-DD to get forecast for that day. Default: today."
    },
    "distance": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Search radius in miles around the ZIP centroid (default 25). If no monitor within radius, returns empty array."
    }
  },
  "additionalProperties": false
}

weather.alerts.active

Active severe weather alerts for the US — tornado warnings, flood watches, heat advisories, winter storms. Filter by state, severity, event type. US Government open data, unlimited, no auth (NWS/NOAA)

read-only

Argument	Type	Description
area	string	US state code (e.g. "CA", "TX", "NY") or marine zone
event	string	Event type filter (e.g. "Tornado Warning", "Flood Watch", "Heat Advisory")
limit	integer	Max alerts to return (default 10, max 50)
urgency	string	Urgency filter
severity	string	Alert severity filter

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "area": {
      "type": "string",
      "description": "US state code (e.g. \"CA\", \"TX\", \"NY\") or marine zone"
    },
    "event": {
      "type": "string",
      "description": "Event type filter (e.g. \"Tornado Warning\", \"Flood Watch\", \"Heat Advisory\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max alerts to return (default 10, max 50)"
    },
    "urgency": {
      "enum": [
        "Immediate",
        "Expected",
        "Future",
        "Past",
        "Unknown"
      ],
      "type": "string",
      "description": "Urgency filter"
    },
    "severity": {
      "enum": [
        "Extreme",
        "Severe",
        "Moderate",
        "Minor",
        "Unknown"
      ],
      "type": "string",
      "description": "Alert severity filter"
    }
  },
  "additionalProperties": false
}

weather.alerts.by_state

Active weather alerts for a specific US state — all warnings, watches, and advisories. Returns event, severity, urgency, description, area, timing (NWS/NOAA)

read-only

Argument	Type	Description
limit	integer	Max alerts (default 10, max 50)
state*	string	US state code (e.g. "CA", "FL", "TX")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "state"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max alerts (default 10, max 50)"
    },
    "state": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "US state code (e.g. \"CA\", \"FL\", \"TX\")"
    }
  },
  "additionalProperties": false
}

weather.conditions.current

Get current weather conditions for a location

read-only

Argument	Type	Description
units	string	Temperature units system
location*	string	City name, coordinates (lat,lon), or zip code

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "location"
  ],
  "properties": {
    "units": {
      "enum": [
        "metric",
        "imperial"
      ],
      "type": "string",
      "description": "Temperature units system"
    },
    "location": {
      "type": "string",
      "description": "City name, coordinates (lat,lon), or zip code"
    }
  },
  "additionalProperties": false
}

weather.conditions.forecast

Get weather forecast for a location

read-only

Argument	Type	Description
type	string	Forecast granularity: hourly, daily, or both
units	string	Temperature units system
location*	string	City name, coordinates (lat,lon), or zip code

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "location"
  ],
  "properties": {
    "type": {
      "enum": [
        "hourly",
        "daily",
        "both"
      ],
      "type": "string",
      "description": "Forecast granularity: hourly, daily, or both"
    },
    "units": {
      "enum": [
        "metric",
        "imperial"
      ],
      "type": "string",
      "description": "Temperature units system"
    },
    "location": {
      "type": "string",
      "description": "City name, coordinates (lat,lon), or zip code"
    }
  },
  "additionalProperties": false
}

weather.weatherapi.astronomy

Get sunrise, sunset, moonrise, moonset times and moon phase for any location and date. Returns moon illumination percentage and phase name (WeatherAPI.com)

read-only

Argument	Type	Description
q*	string	Location query — city name, coordinates, or zip code
date	string	Date for astronomy data (YYYY-MM-DD, default today)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Location query — city name, coordinates, or zip code"
    },
    "date": {
      "type": "string",
      "description": "Date for astronomy data (YYYY-MM-DD, default today)"
    }
  },
  "additionalProperties": false
}

weather.weatherapi.current

Get current weather conditions for any location worldwide — temperature, wind, humidity, pressure, UV index, cloud cover, feels-like temp. Accepts city name, coordinates, zip code, or airport code. 100K+ stations globally (WeatherAPI.com)

read-only

Argument	Type	Description
q*	string	Location query — city name (e.g. "London"), coordinates ("48.8,2.35"), US zip ("10001"), UK postcode ("SW1"), IP address, or IATA airport code ("JFK")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Location query — city name (e.g. \"London\"), coordinates (\"48.8,2.35\"), US zip (\"10001\"), UK postcode (\"SW1\"), IP address, or IATA airport code (\"JFK\")"
    }
  },
  "additionalProperties": false
}

weather.weatherapi.forecast

Get 3-day weather forecast — daily min/max temperature, conditions, wind, precipitation, humidity, rain/snow chance, UV index. Accepts any location query (WeatherAPI.com)

read-only

Argument	Type	Description
q*	string	Location query — city name, coordinates, zip code, or airport code
days	integer	Forecast days (1-3, default 3)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Location query — city name, coordinates, zip code, or airport code"
    },
    "days": {
      "type": "integer",
      "default": 3,
      "maximum": 3,
      "minimum": 1,
      "description": "Forecast days (1-3, default 3)"
    }
  },
  "additionalProperties": false
}

weather.weatherapi.search

Search and autocomplete location names — returns matching cities with coordinates. Type partial name (e.g. "lon" → London, "mos" → Moscow). Use result coordinates with other weather tools (WeatherAPI.com)

read-only

Argument	Type	Description
q*	string	Search query — partial city name for autocomplete (e.g. "lon" → London, "mos" → Moscow)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "q"
  ],
  "properties": {
    "q": {
      "type": "string",
      "minLength": 1,
      "description": "Search query — partial city name for autocomplete (e.g. \"lon\" → London, \"mos\" → Moscow)"
    }
  },
  "additionalProperties": false
}

web.screenshot.capture

⚡ ACTION: Take a screenshot of any URL — returns image URL. Chrome-based rendering, supports full-page capture, custom viewport, ad blocking, cookie banner removal. Waits for JS-heavy SPAs to load (ApiFlash)

read-only

Argument	Type	Description
url*	string	URL of the website to screenshot (e.g. "https://example.com")
delay	integer	Wait N seconds before capture (0-10, for JS-heavy pages)
width	integer	Viewport width in pixels (default 1920, max 3840)
format	string	Image format: "png" (default), "jpeg", or "webp"
height	integer	Viewport height in pixels (default 1080)
no_ads	boolean	Block ads before capture (default false)
full_page	boolean	Capture full page scroll height (default false)
wait_until	string	"page_loaded" (default) or "network_idle" (wait for all XHR/fetch)
no_cookie_banners	boolean	Remove cookie consent banners (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "URL of the website to screenshot (e.g. \"https://example.com\")"
    },
    "delay": {
      "type": "integer",
      "maximum": 10,
      "minimum": 0,
      "description": "Wait N seconds before capture (0-10, for JS-heavy pages)"
    },
    "width": {
      "type": "integer",
      "maximum": 3840,
      "minimum": 100,
      "description": "Viewport width in pixels (default 1920, max 3840)"
    },
    "format": {
      "enum": [
        "png",
        "jpeg",
        "webp"
      ],
      "type": "string",
      "description": "Image format: \"png\" (default), \"jpeg\", or \"webp\""
    },
    "height": {
      "type": "integer",
      "maximum": 3840,
      "minimum": 100,
      "description": "Viewport height in pixels (default 1080)"
    },
    "no_ads": {
      "type": "boolean",
      "description": "Block ads before capture (default false)"
    },
    "full_page": {
      "type": "boolean",
      "description": "Capture full page scroll height (default false)"
    },
    "wait_until": {
      "enum": [
        "page_loaded",
        "network_idle"
      ],
      "type": "string",
      "description": "\"page_loaded\" (default) or \"network_idle\" (wait for all XHR/fetch)"
    },
    "no_cookie_banners": {
      "type": "boolean",
      "description": "Remove cookie consent banners (default false)"
    }
  },
  "additionalProperties": false
}

web.url.shorten

⚡ ACTION: Create a short URL from any long URL. Optional custom slug. Returns short link at apibase.short.gy. 1,000 free links/month (Short.io)

Argument	Type	Description
url*	string	Original URL to shorten (e.g. "https://example.com/very/long/path")
slug	string	Custom short path (e.g. "my-link" → apibase.short.gy/my-link). Auto-generated if omitted.
title	string	Optional title/label for the short link

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "format": "uri",
      "description": "Original URL to shorten (e.g. \"https://example.com/very/long/path\")"
    },
    "slug": {
      "type": "string",
      "description": "Custom short path (e.g. \"my-link\" → apibase.short.gy/my-link). Auto-generated if omitted."
    },
    "title": {
      "type": "string",
      "description": "Optional title/label for the short link"
    }
  },
  "additionalProperties": false
}

web.url.stats

Get click statistics and metadata for a short URL by its path (Short.io)

read-only

Argument	Type	Description
path*	string	Short link path (e.g. "imV5of" from apibase.short.gy/imV5of)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "path"
  ],
  "properties": {
    "path": {
      "type": "string",
      "description": "Short link path (e.g. \"imV5of\" from apibase.short.gy/imV5of)"
    }
  },
  "additionalProperties": false
}

wger.fitness.exercise_details

Get full exercise details by ID — description, primary and secondary muscles worked, required equipment (barbell/dumbbell/bodyweight/machine), and category. Use with exercise_search to build workout plans.

read-only

Argument	Type	Description
id*	integer	Exercise base ID from search results (e.g. 615 for Squats)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "integer",
      "description": "Exercise base ID from search results (e.g. 615 for Squats)"
    }
  },
  "additionalProperties": false
}

wger.fitness.exercise_search

Search 896 exercises by name — bench press, squat, deadlift, curl, etc. Returns exercise name, category (Chest/Back/Legs/Arms/Abs/Shoulders/Cardio), and ID for details lookup. Open-source fitness database (Wger, CC-BY-SA).

read-only

Argument	Type	Description
term*	string	Exercise name to search (e.g. "bench press", "squat", "deadlift", "bicep curl")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "term"
  ],
  "properties": {
    "term": {
      "type": "string",
      "minLength": 1,
      "description": "Exercise name to search (e.g. \"bench press\", \"squat\", \"deadlift\", \"bicep curl\")"
    }
  },
  "additionalProperties": false
}

wger.fitness.ingredients

Search 1.28M food ingredients by name — chicken breast, rice, banana, oats. Returns calories (kcal), protein, carbs, fat, fiber, sugar, sodium per 100g. Complements USDA FDC with broader international coverage.

read-only

Argument	Type	Description
name*	string	Food ingredient name (e.g. "chicken breast", "rice", "banana", "oats")
limit	integer	Number of results (1-20, default 10)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 1,
      "description": "Food ingredient name (e.g. \"chicken breast\", \"rice\", \"banana\", \"oats\")"
    },
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of results (1-20, default 10)"
    }
  },
  "additionalProperties": false
}

who.health.countries

List all 194 WHO member countries and territories with codes and names. Use returned country codes with who.data to filter health indicators by country.

read-only

Argument	Type	Description
limit	integer	Number of countries to return, max 200 (default 50)
search	string	Partial country name to filter (e.g. "United", "Germany", "Brazil")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 200,
      "minimum": 1,
      "description": "Number of countries to return, max 200 (default 50)"
    },
    "search": {
      "type": "string",
      "description": "Partial country name to filter (e.g. \"United\", \"Germany\", \"Brazil\")"
    }
  },
  "additionalProperties": false
}

who.health.country_data

Get WHO health indicator data for a specific country. Specify a 3-letter ISO country code and optionally filter by indicator and year. Useful for country-level health profiles: life expectancy, immunization coverage, maternal mortality, disease burden, and SDG health targets. Use who.dimension_values with dimension="COUNTRY" to discover valid country codes. No auth — WHO public data, unlimited free.

read-only

Argument	Type	Description
year	integer	Specific year to retrieve data for (e.g. 2022). Omit to get all available years.
limit	integer	Maximum number of records to return (1–100, default 20).
country_code*	string	ISO 3166-1 alpha-3 country code (e.g. "USA", "BRA", "KEN", "IND"). Use who.dimension_values with dimension="COUNTRY" to list all valid codes.
indicator_code	string	WHO GHO indicator code to retrieve (default: WHOSIS_000001 for life expectancy). Use who.indicator_search to find codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "country_code"
  ],
  "properties": {
    "year": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Specific year to retrieve data for (e.g. 2022). Omit to get all available years."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of records to return (1–100, default 20)."
    },
    "country_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code (e.g. \"USA\", \"BRA\", \"KEN\", \"IND\"). Use who.dimension_values with dimension=\"COUNTRY\" to list all valid codes."
    },
    "indicator_code": {
      "type": "string",
      "description": "WHO GHO indicator code to retrieve (default: WHOSIS_000001 for life expectancy). Use who.indicator_search to find codes."
    }
  },
  "additionalProperties": false
}

who.health.data

Retrieve WHO health data for a specific indicator, optionally filtered by country and year range. Returns values for up to 194 countries spanning multiple decades. Official UN member state reporting data.

read-only

Argument	Type	Description
limit	integer	Number of data points to return, max 100 (default 20)
country	string	ISO 3166-1 alpha-3 country code (e.g. "USA", "DEU", "BRA", "JPN"). Omit for all countries
year_to	integer	Latest year to include (e.g. 2023)
indicator*	string	WHO indicator code (e.g. "WHOSIS_000001" for life expectancy, "MDG_0000000001" for under-5 mortality). Get codes from who.indicators
year_from	integer	Earliest year to include (e.g. 2000)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "indicator"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of data points to return, max 100 (default 20)"
    },
    "country": {
      "type": "string",
      "description": "ISO 3166-1 alpha-3 country code (e.g. \"USA\", \"DEU\", \"BRA\", \"JPN\"). Omit for all countries"
    },
    "year_to": {
      "type": "integer",
      "description": "Latest year to include (e.g. 2023)"
    },
    "indicator": {
      "type": "string",
      "description": "WHO indicator code (e.g. \"WHOSIS_000001\" for life expectancy, \"MDG_0000000001\" for under-5 mortality). Get codes from who.indicators"
    },
    "year_from": {
      "type": "integer",
      "description": "Earliest year to include (e.g. 2000)"
    }
  },
  "additionalProperties": false
}

who.health.dimension_values

List valid values for a WHO GHO dimension such as countries (COUNTRY), WHO regions (REGION), sex categories (SEX), age groups (AGEGROUP), or world bank income groups (WORLDBANKINCOMEGROUP). Essential for discovering valid filter values before querying indicator data. Returns codes and human-readable titles for all values in the dimension. No auth — WHO public reference data, unlimited free.

read-only

Argument	Type	Description
limit	integer	Maximum number of values to return (1–100, default 20).
search	string	Filter dimension values by partial title match (e.g. "africa" to filter African countries).
dimension*	string	Dimension code to list values for (e.g. "COUNTRY" for country codes, "REGION" for WHO regions, "SEX" for sex categories, "AGEGROUP" for age groups).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "dimension"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of values to return (1–100, default 20)."
    },
    "search": {
      "type": "string",
      "description": "Filter dimension values by partial title match (e.g. \"africa\" to filter African countries)."
    },
    "dimension": {
      "type": "string",
      "description": "Dimension code to list values for (e.g. \"COUNTRY\" for country codes, \"REGION\" for WHO regions, \"SEX\" for sex categories, \"AGEGROUP\" for age groups)."
    }
  },
  "additionalProperties": false
}

who.health.indicator_data

Retrieve time-series values for a specific WHO Global Health Observatory indicator. Filter by country (ISO alpha-3), year range, and sex (both sexes, male, or female). Returns numeric values with confidence intervals for indicators such as life expectancy at birth (WHOSIS_000001), DTP3 immunization coverage (dptv), TB incidence (MDG_0000000020), and 3,000+ more. Use who.indicator_search to find indicator codes. No auth — unlimited free.

read-only

Argument	Type	Description
sex	string	Sex dimension filter: SEX_BTSX (both sexes), SEX_MLE (male), SEX_FMLE (female).
limit	integer	Maximum number of data points to return (1–100, default 20).
year_to	integer	End year for time series data (inclusive, e.g. 2023).
year_from	integer	Start year for time series data (inclusive, e.g. 2015).
country_code	string	ISO 3166-1 alpha-3 country code to filter results (e.g. "USA", "FRA", "IND").
indicator_code*	string	WHO GHO indicator code (e.g. "WHOSIS_000001" for life expectancy, "dptv" for DTP3 immunization, "MORT_100" for mortality). Use who.indicator_search to find codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "indicator_code"
  ],
  "properties": {
    "sex": {
      "enum": [
        "SEX_BTSX",
        "SEX_MLE",
        "SEX_FMLE"
      ],
      "type": "string",
      "description": "Sex dimension filter: SEX_BTSX (both sexes), SEX_MLE (male), SEX_FMLE (female)."
    },
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of data points to return (1–100, default 20)."
    },
    "year_to": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "End year for time series data (inclusive, e.g. 2023)."
    },
    "year_from": {
      "type": "integer",
      "maximum": 2100,
      "minimum": 1900,
      "description": "Start year for time series data (inclusive, e.g. 2015)."
    },
    "country_code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 3,
      "description": "ISO 3166-1 alpha-3 country code to filter results (e.g. \"USA\", \"FRA\", \"IND\")."
    },
    "indicator_code": {
      "type": "string",
      "description": "WHO GHO indicator code (e.g. \"WHOSIS_000001\" for life expectancy, \"dptv\" for DTP3 immunization, \"MORT_100\" for mortality). Use who.indicator_search to find codes."
    }
  },
  "additionalProperties": false
}

who.health.indicator_search

Search the WHO Global Health Observatory catalog of 3,000+ health indicators by keyword. Returns indicator codes, full names, and definitions for topics like immunization, life expectancy, mortality, tuberculosis, malaria, maternal health, NCDs, and SDG health metrics. Use the returned indicator_code with who.indicator_data to retrieve actual values. No auth — WHO CC BY-NC-SA 3.0 IGO, unlimited free.

read-only

Argument	Type	Description
limit	integer	Maximum number of indicators to return (1–100, default 20).
keyword	string	Keyword to search indicator names (e.g. "immunization", "mortality", "tuberculosis"). Omit to list all indicators.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of indicators to return (1–100, default 20)."
    },
    "keyword": {
      "type": "string",
      "description": "Keyword to search indicator names (e.g. \"immunization\", \"mortality\", \"tuberculosis\"). Omit to list all indicators."
    }
  },
  "additionalProperties": false
}

who.health.indicators

List 1,000+ WHO Global Health Observatory indicators: life expectancy, mortality rates, disease burden, immunization, nutrition, mental health, environmental health. Returns indicator codes for use with who.data.

read-only

Argument	Type	Description
limit	integer	Number of indicators to return, max 100 (default 20)
search	string	Keyword to filter indicators by name (e.g. "mortality", "immunization", "life expectancy", "HIV", "malaria")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Number of indicators to return, max 100 (default 20)"
    },
    "search": {
      "type": "string",
      "description": "Keyword to filter indicators by name (e.g. \"mortality\", \"immunization\", \"life expectancy\", \"HIV\", \"malaria\")"
    }
  },
  "additionalProperties": false
}

whois.dns.lookup

Get DNS records for a domain — A, AAAA, MX, NS, SOA, TXT, CNAME, SRV, CAA records with TTL and raw data (WhoisXML)

read-only

Argument	Type	Description
domain*	string	Domain name to look up DNS records for (e.g. "google.com")
record_type	string	DNS record type to query: A, AAAA, MX, NS, SOA, TXT, CNAME, SRV, CAA, or _all (default _all)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "description": "Domain name to look up DNS records for (e.g. \"google.com\")"
    },
    "record_type": {
      "enum": [
        "A",
        "AAAA",
        "MX",
        "NS",
        "SOA",
        "TXT",
        "CNAME",
        "SRV",
        "CAA",
        "_all"
      ],
      "type": "string",
      "description": "DNS record type to query: A, AAAA, MX, NS, SOA, TXT, CNAME, SRV, CAA, or _all (default _all)"
    }
  },
  "additionalProperties": false
}

whois.domain.availability

Check if a domain name is available for registration — fast DNS check or thorough DNS+WHOIS verification (WhoisXML)

read-only

Argument	Type	Description
mode	string	Check mode: DNS_ONLY is fast, DNS_AND_WHOIS is more accurate (default DNS_AND_WHOIS)
domain*	string	Domain name to check availability for (e.g. "example.com", "mybrand.io")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain"
  ],
  "properties": {
    "mode": {
      "enum": [
        "DNS_ONLY",
        "DNS_AND_WHOIS"
      ],
      "type": "string",
      "description": "Check mode: DNS_ONLY is fast, DNS_AND_WHOIS is more accurate (default DNS_AND_WHOIS)"
    },
    "domain": {
      "type": "string",
      "description": "Domain name to check availability for (e.g. \"example.com\", \"mybrand.io\")"
    }
  },
  "additionalProperties": false
}

whois.domain.lookup

Get WHOIS registration data for any domain — registrar, creation/expiry dates, nameservers, registrant contact, status across 374M+ domains and 7,596 TLDs (WhoisXML)

read-only

Argument	Type	Description
domain*	string	Domain name, IPv4, IPv6, or email address for WHOIS lookup (e.g. "google.com", "8.8.8.8")
include_ips	boolean	Include resolved IP addresses for the domain (default false)
prefer_fresh	boolean	Get latest WHOIS record even if incomplete (default false)
check_availability	boolean	Also check domain availability status (default false)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "description": "Domain name, IPv4, IPv6, or email address for WHOIS lookup (e.g. \"google.com\", \"8.8.8.8\")"
    },
    "include_ips": {
      "type": "boolean",
      "description": "Include resolved IP addresses for the domain (default false)"
    },
    "prefer_fresh": {
      "type": "boolean",
      "description": "Get latest WHOIS record even if incomplete (default false)"
    },
    "check_availability": {
      "type": "boolean",
      "description": "Also check domain availability status (default false)"
    }
  },
  "additionalProperties": false
}

whois.domain.reverse

Find all domains registered by a person, company, or email — reverse WHOIS lookup for OSINT and brand monitoring (WhoisXML)

read-only

Argument	Type	Description
keyword*	string	Search keyword to find domains — registrant name, email, company, or address (e.g. "John Smith", "acme.com")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "keyword"
  ],
  "properties": {
    "keyword": {
      "type": "string",
      "description": "Search keyword to find domains — registrant name, email, company, or address (e.g. \"John Smith\", \"acme.com\")"
    }
  },
  "additionalProperties": false
}

whoisjson.dns.subdomains

Discover subdomains for any domain via DNS brute-force enumeration. Returns subdomain names, DNS record types (A/CNAME/MX), resolved IPs, and active/inactive status. Useful for security reconnaissance, asset inventory, and infrastructure mapping (WhoisJSON)

read-only

Argument	Type	Description
domain*	string	Domain name to discover subdomains (e.g. github.com, example.com)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "minLength": 1,
      "description": "Domain name to discover subdomains (e.g. github.com, example.com)"
    }
  },
  "additionalProperties": false
}

whoisjson.ssl.check

Validate SSL/TLS certificate for any domain. Returns issuer (org, CN), validity dates, subject CN, wildcard status, key size, and Subject Alternative Names (SAN) list. Useful for security audits, monitoring cert expiration, and verifying HTTPS configuration (WhoisJSON)

read-only

Argument	Type	Description
domain*	string	Domain name to check SSL certificate (e.g. google.com, apibase.pro)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "domain"
  ],
  "properties": {
    "domain": {
      "type": "string",
      "minLength": 1,
      "description": "Domain name to check SSL certificate (e.g. google.com, apibase.pro)"
    }
  },
  "additionalProperties": false
}

wikimedia-analytics.edits.aggregate

Get total edit counts for a Wikimedia project over a date range, bucketed daily or monthly. Filter by editor type (anonymous, group-bot, name-bot, user, or all-editor-types) and page type (content, non-content, or all-page-types). Data: Wikimedia Analytics REST API (wikimedia.org/api/rest_v1), no auth required.

read-only

Argument	Type	Description
end*	string	End date in YYYYMMDD format (e.g. 20260801)
start*	string	Start date in YYYYMMDD format (e.g. 20260801)
project*	string	Wikimedia project domain (e.g. en.wikipedia, de.wikipedia, commons.wikimedia)
page_type	string	Page namespace type filter (default all-page-types)
editor_type	string	Editor type filter (default all-editor-types)
granularity	string	Time bucket granularity (default monthly)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "project",
    "start",
    "end"
  ],
  "properties": {
    "end": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "End date in YYYYMMDD format (e.g. 20260801)"
    },
    "start": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "Start date in YYYYMMDD format (e.g. 20260801)"
    },
    "project": {
      "type": "string",
      "minLength": 1,
      "description": "Wikimedia project domain (e.g. en.wikipedia, de.wikipedia, commons.wikimedia)"
    },
    "page_type": {
      "enum": [
        "all-page-types",
        "content",
        "non-content"
      ],
      "type": "string",
      "description": "Page namespace type filter (default all-page-types)"
    },
    "editor_type": {
      "enum": [
        "all-editor-types",
        "anonymous",
        "group-bot",
        "name-bot",
        "user"
      ],
      "type": "string",
      "description": "Editor type filter (default all-editor-types)"
    },
    "granularity": {
      "enum": [
        "daily",
        "monthly"
      ],
      "type": "string",
      "description": "Time bucket granularity (default monthly)"
    }
  },
  "additionalProperties": false
}

wikimedia-analytics.pageviews.aggregate

Get total pageview counts for a Wikimedia project (e.g. en.wikipedia, de.wikipedia, commons.wikimedia) over a date range, bucketed daily or monthly. Filter by access method (desktop, mobile-web, mobile-app, or all-access) and traffic agent (user, spider, automated, or all-agents). Data: Wikimedia Analytics REST API (wikimedia.org/api/rest_v1), no auth required.

read-only

Argument	Type	Description
end*	string	End date in YYYYMMDD format (e.g. 20260801)
agent	string	Traffic agent filter (default all-agents)
start*	string	Start date in YYYYMMDD format (e.g. 20260801)
access	string	Access method filter (default all-access)
project*	string	Wikimedia project domain (e.g. en.wikipedia, de.wikipedia, commons.wikimedia)
granularity	string	Time bucket granularity (default daily)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "project",
    "start",
    "end"
  ],
  "properties": {
    "end": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "End date in YYYYMMDD format (e.g. 20260801)"
    },
    "agent": {
      "enum": [
        "all-agents",
        "user",
        "spider",
        "automated"
      ],
      "type": "string",
      "description": "Traffic agent filter (default all-agents)"
    },
    "start": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "Start date in YYYYMMDD format (e.g. 20260801)"
    },
    "access": {
      "enum": [
        "all-access",
        "desktop",
        "mobile-app",
        "mobile-web"
      ],
      "type": "string",
      "description": "Access method filter (default all-access)"
    },
    "project": {
      "type": "string",
      "minLength": 1,
      "description": "Wikimedia project domain (e.g. en.wikipedia, de.wikipedia, commons.wikimedia)"
    },
    "granularity": {
      "enum": [
        "daily",
        "monthly"
      ],
      "type": "string",
      "description": "Time bucket granularity (default daily)"
    }
  },
  "additionalProperties": false
}

wikimedia-analytics.pageviews.per_article

Get pageview history for one specific article on a Wikimedia project over a date range, bucketed daily or monthly. Filter by access method and traffic agent. Use after wikimedia-analytics.pageviews_top to track trend history for a discovered article. Data: Wikimedia Analytics REST API (wikimedia.org/api/rest_v1), no auth required.

read-only

Argument	Type	Description
end*	string	End date in YYYYMMDD format (e.g. 20260801)
agent	string	Traffic agent filter (default all-agents)
start*	string	Start date in YYYYMMDD format (e.g. 20260801)
access	string	Access method filter (default all-access)
article*	string	Article title, spaces or underscores accepted (e.g. Albert_Einstein)
project*	string	Wikimedia project domain (e.g. en.wikipedia, de.wikipedia, commons.wikimedia)
granularity	string	Time bucket granularity (default daily)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "project",
    "article",
    "start",
    "end"
  ],
  "properties": {
    "end": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "End date in YYYYMMDD format (e.g. 20260801)"
    },
    "agent": {
      "enum": [
        "all-agents",
        "user",
        "spider",
        "automated"
      ],
      "type": "string",
      "description": "Traffic agent filter (default all-agents)"
    },
    "start": {
      "type": "string",
      "pattern": "^\\d{8}$",
      "description": "Start date in YYYYMMDD format (e.g. 20260801)"
    },
    "access": {
      "enum": [
        "all-access",
        "desktop",
        "mobile-app",
        "mobile-web"
      ],
      "type": "string",
      "description": "Access method filter (default all-access)"
    },
    "article": {
      "type": "string",
      "minLength": 1,
      "description": "Article title, spaces or underscores accepted (e.g. Albert_Einstein)"
    },
    "project": {
      "type": "string",
      "minLength": 1,
      "description": "Wikimedia project domain (e.g. en.wikipedia, de.wikipedia, commons.wikimedia)"
    },
    "granularity": {
      "enum": [
        "daily",
        "monthly"
      ],
      "type": "string",
      "description": "Time bucket granularity (default daily)"
    }
  },
  "additionalProperties": false
}

wikimedia-analytics.pageviews.top

List the most-viewed articles on a Wikimedia project for a single day, or for a full month with day="all-days". Returns each article title, view count, and rank. Filter by access method (desktop, mobile-web, mobile-app, or all-access). Data: Wikimedia Analytics REST API (wikimedia.org/api/rest_v1), no auth required.

read-only

Argument	Type	Description
day*	string	2-digit day (e.g. 01), or "all-days" for the monthly top list
year*	string	4-digit year (e.g. 2026)
month*	string	2-digit month (e.g. 08)
access	string	Access method filter (default all-access)
project*	string	Wikimedia project domain (e.g. en.wikipedia, de.wikipedia, commons.wikimedia)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "project",
    "year",
    "month",
    "day"
  ],
  "properties": {
    "day": {
      "type": "string",
      "pattern": "^(\\d{2}|all-days)$",
      "description": "2-digit day (e.g. 01), or \"all-days\" for the monthly top list"
    },
    "year": {
      "type": "string",
      "pattern": "^\\d{4}$",
      "description": "4-digit year (e.g. 2026)"
    },
    "month": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "description": "2-digit month (e.g. 08)"
    },
    "access": {
      "enum": [
        "all-access",
        "desktop",
        "mobile-app",
        "mobile-web"
      ],
      "type": "string",
      "description": "Access method filter (default all-access)"
    },
    "project": {
      "type": "string",
      "minLength": 1,
      "description": "Wikimedia project domain (e.g. en.wikipedia, de.wikipedia, commons.wikimedia)"
    }
  },
  "additionalProperties": false
}

wikimedia-commons.media.category

List media files inside a Wikimedia Commons category (e.g. "Category:Eiffel Tower"), with a pagination cursor for large categories. Returns file titles, page IDs, and description-page URLs — useful for browsing a curated topic/collection instead of free-text search. Data: commons.wikimedia.org (MediaWiki Action API), no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of files to return (1-50, default 20)
cursor	string	Pagination cursor from a previous call's next_cursor field, to fetch the next page
category*	string	Commons category name, with or without the "Category:" prefix (e.g. "Category:Eiffel Tower")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "category"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of files to return (1-50, default 20)"
    },
    "cursor": {
      "type": "string",
      "description": "Pagination cursor from a previous call's next_cursor field, to fetch the next page"
    },
    "category": {
      "type": "string",
      "minLength": 1,
      "description": "Commons category name, with or without the \"Category:\" prefix (e.g. \"Category:Eiffel Tower\")"
    }
  },
  "additionalProperties": false
}

wikimedia-commons.media.info

Get full metadata for a specific Wikimedia Commons file by title (e.g. "File:Example.jpg"): direct download URL, dimensions, size, MIME type, description, artist/credit, license name and URL, capture date, and category list. Use after wikimedia-commons.search or wikimedia-commons.category_files to resolve a title into a usable, licensed download link. Data: commons.wikimedia.org (MediaWiki Action API), no auth required.

read-only

Argument	Type	Description
title*	string	Commons file title, with or without the "File:" prefix (e.g. "File:Tour Eiffel Wikimedia Commons.jpg")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "title"
  ],
  "properties": {
    "title": {
      "type": "string",
      "minLength": 1,
      "description": "Commons file title, with or without the \"File:\" prefix (e.g. \"File:Tour Eiffel Wikimedia Commons.jpg\")"
    }
  },
  "additionalProperties": false
}

wikimedia-commons.media.random

Get a random sample of Wikimedia Commons media files (titles, page IDs, and description-page URLs). Useful for discovery, sampling, or "surprise me" style prompts. Data: commons.wikimedia.org (MediaWiki Action API), no auth required.

read-only

Argument	Type	Description
count	integer	Number of random files to return (1-20, default 5)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "count": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Number of random files to return (1-20, default 5)"
    }
  },
  "additionalProperties": false
}

wikimedia-commons.media.search

Search Wikimedia Commons (100M+ freely-licensed images, audio, and video files) by keyword. Returns matching file titles, page IDs, a stripped text snippet, file size, last-edit timestamp, and the Commons description-page URL. Use wikimedia-commons.file_info afterwards for full license, dimensions, and download URL. Data: commons.wikimedia.org (MediaWiki Action API), no auth required.

read-only

Argument	Type	Description
limit	integer	Maximum number of results to return (1-50, default 10)
query*	string	Search keywords for Wikimedia Commons files (e.g. "Eiffel Tower")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results to return (1-50, default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search keywords for Wikimedia Commons files (e.g. \"Eiffel Tower\")"
    }
  },
  "additionalProperties": false
}

wikimedia-rest.feed.on_this_day

Get historical events, births, deaths, holidays, or editor-selected highlights that occurred on a given month/day across history, as curated by Wikipedia. Select category with type (births, deaths, events, holidays, selected) and the language edition with lang (default en). Data: Wikipedia REST API (wikipedia.org/api/rest_v1/feed/onthisday), no auth required.

read-only

Argument	Type	Description
day*	string	2-digit day of month (e.g. 30)
lang	string	Wikipedia language edition subdomain code (default en, e.g. de, fr, ja, zh-yue)
type*	string	Category of historical events to return
month*	string	2-digit month (e.g. 08 for August)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "type",
    "month",
    "day"
  ],
  "properties": {
    "day": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "description": "2-digit day of month (e.g. 30)"
    },
    "lang": {
      "type": "string",
      "pattern": "^[a-z]{2,3}(-[a-z0-9]{1,8})?$",
      "description": "Wikipedia language edition subdomain code (default en, e.g. de, fr, ja, zh-yue)"
    },
    "type": {
      "enum": [
        "births",
        "deaths",
        "events",
        "holidays",
        "selected"
      ],
      "type": "string",
      "description": "Category of historical events to return"
    },
    "month": {
      "type": "string",
      "pattern": "^\\d{2}$",
      "description": "2-digit month (e.g. 08 for August)"
    }
  },
  "additionalProperties": false
}

wikimedia-rest.pages.media_list

List all images, audio, and video files referenced in a Wikipedia article, with source URLs and gallery/lead-image flags. Select the language edition with lang (default en). Data: Wikipedia REST API (wikipedia.org/api/rest_v1/page/media-list), no auth required.

read-only

Argument	Type	Description
lang	string	Wikipedia language edition subdomain code (default en, e.g. de, fr, ja, zh-yue)
title*	string	Article title, spaces or underscores accepted (e.g. Albert_Einstein)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "title"
  ],
  "properties": {
    "lang": {
      "type": "string",
      "pattern": "^[a-z]{2,3}(-[a-z0-9]{1,8})?$",
      "description": "Wikipedia language edition subdomain code (default en, e.g. de, fr, ja, zh-yue)"
    },
    "title": {
      "type": "string",
      "minLength": 1,
      "description": "Article title, spaces or underscores accepted (e.g. Albert_Einstein)"
    }
  },
  "additionalProperties": false
}

wikimedia-rest.pages.search

Full-text search across Wikipedia article titles and content. Returns matching page titles, highlighted excerpts, short descriptions, and thumbnails, ranked by relevance. Select the language edition with lang (default en). Data: MediaWiki REST API (wikipedia.org/w/rest.php/v1), no auth required.

read-only

Argument	Type	Description
lang	string	Wikipedia language edition subdomain code (default en, e.g. de, fr, ja, zh-yue)
limit	integer	Maximum number of results to return, 1-50 (default 10)
query*	string	Full-text search query (e.g. "einstein relativity")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "lang": {
      "type": "string",
      "pattern": "^[a-z]{2,3}(-[a-z0-9]{1,8})?$",
      "description": "Wikipedia language edition subdomain code (default en, e.g. de, fr, ja, zh-yue)"
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results to return, 1-50 (default 10)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Full-text search query (e.g. \"einstein relativity\")"
    }
  },
  "additionalProperties": false
}

wikimedia-rest.pages.summary

Get the intro extract, short description, thumbnail, and canonical article URL for a Wikipedia article by title. Select the language edition with lang (default en, e.g. de, fr, ja). Data: Wikipedia REST API (wikipedia.org/api/rest_v1), no auth required.

read-only

Argument	Type	Description
lang	string	Wikipedia language edition subdomain code (default en, e.g. de, fr, ja, zh-yue)
title*	string	Article title, spaces or underscores accepted (e.g. Albert_Einstein)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "title"
  ],
  "properties": {
    "lang": {
      "type": "string",
      "pattern": "^[a-z]{2,3}(-[a-z0-9]{1,8})?$",
      "description": "Wikipedia language edition subdomain code (default en, e.g. de, fr, ja, zh-yue)"
    },
    "title": {
      "type": "string",
      "minLength": 1,
      "description": "Article title, spaces or underscores accepted (e.g. Albert_Einstein)"
    }
  },
  "additionalProperties": false
}

wikipedia.article.media

List all images and media files embedded in a Wikipedia article — returns file titles, type (image/video/audio), srcset URLs at multiple resolutions, and caption text. Useful for enriching responses with article visuals. No auth required. Data: Wikipedia contributors, CC BY-SA 4.0.

read-only

Argument	Type	Description
title*	string	Wikipedia article title (e.g. "Eiffel_Tower", "Milky_Way"). Use underscores for spaces. Returns images and media files embedded in the article.
language	string	Two-letter Wikipedia language code (default "en"). Media availability varies across language editions.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "title"
  ],
  "properties": {
    "title": {
      "type": "string",
      "description": "Wikipedia article title (e.g. \"Eiffel_Tower\", \"Milky_Way\"). Use underscores for spaces. Returns images and media files embedded in the article."
    },
    "language": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter Wikipedia language code (default \"en\"). Media availability varies across language editions."
    }
  },
  "additionalProperties": false
}

wikipedia.article.summary

Fetch the introductory summary of any Wikipedia article — returns plain-text extract, short description, thumbnail image URL, Wikidata item ID, and the canonical article URL. Supports 55+ Wikipedia language editions via the optional language parameter. Ideal for quick entity lookups: people, places, concepts, events, organizations. No auth required. Data: Wikipedia contributors, CC BY-SA 4.0 (attribution included in response).

read-only

Argument	Type	Description
title*	string	Wikipedia article title exactly as it appears in the URL (e.g. "Python_(programming_language)", "Albert_Einstein"). Use underscores for spaces. Case-sensitive.
language	string	Two-letter Wikipedia language code (e.g. "en" for English, "de" for German, "fr" for French). Defaults to English ("en").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "title"
  ],
  "properties": {
    "title": {
      "type": "string",
      "description": "Wikipedia article title exactly as it appears in the URL (e.g. \"Python_(programming_language)\", \"Albert_Einstein\"). Use underscores for spaces. Case-sensitive."
    },
    "language": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter Wikipedia language code (e.g. \"en\" for English, \"de\" for German, \"fr\" for French). Defaults to English (\"en\")."
    }
  },
  "additionalProperties": false
}

wikipedia.feed.featured

Fetch Wikipedia's daily curated highlights for any date — returns the Today's Featured Article (with extract and thumbnail), the Featured Image of the Day (with artist credit), and the top 10 most-read articles. English only. No auth required. Data: Wikipedia contributors, CC BY-SA 4.0.

read-only

Argument	Type	Description
date	string	Date in YYYY-MM-DD format to fetch featured content for (e.g. "2024-07-04"). Defaults to today. Returns the daily featured article, featured image, and top 10 most-read articles.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Date in YYYY-MM-DD format to fetch featured content for (e.g. \"2024-07-04\"). Defaults to today. Returns the daily featured article, featured image, and top 10 most-read articles."
    }
  },
  "additionalProperties": false
}

wikipedia.feed.on_this_day

Retrieve historical events that occurred on a given month/day across all years — returns event text, year, and links to up to 3 related Wikipedia articles per event. Useful for history timelines, date-based trivia, and anniversary lookups. No auth required. Data: Wikipedia contributors, CC BY-SA 4.0.

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Argument	Type	Description
date	string	Date in YYYY-MM-DD format (e.g. "2024-07-04"). Only month and day are used — year is ignored. Returns historical events that happened on this month/day across all years. Defaults to today.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "date": {
      "type": "string",
      "pattern": "^\\d{4}-\\d{2}-\\d{2}$",
      "description": "Date in YYYY-MM-DD format (e.g. \"2024-07-04\"). Only month and day are used — year is ignored. Returns historical events that happened on this month/day across all years. Defaults to today."
    }
  },
  "additionalProperties": false
}

wikipedia.search.pages

Search Wikipedia for articles matching a keyword or phrase — returns ranked results with article titles, Wikidata descriptions, content excerpts, and thumbnail images. Supports 55+ language editions. Up to 50 results per query. No auth required. Data: Wikipedia contributors, CC BY-SA 4.0.

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Argument	Type	Description
limit	integer	Maximum number of results to return (1–50, default 10).
query*	string	Search query string (e.g. "machine learning", "World War II", "quantum physics"). Searches article titles and content snippets.
language	string	Two-letter Wikipedia language code (default "en" for English). Use "es" for Spanish, "zh" for Chinese, "ar" for Arabic, etc.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of results to return (1–50, default 10)."
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Search query string (e.g. \"machine learning\", \"World War II\", \"quantum physics\"). Searches article titles and content snippets."
    },
    "language": {
      "type": "string",
      "maxLength": 2,
      "minLength": 2,
      "description": "Two-letter Wikipedia language code (default \"en\" for English). Use \"es\" for Spanish, \"zh\" for Chinese, \"ar\" for Arabic, etc."
    }
  },
  "additionalProperties": false
}

wits-trade.tariff.get_stats

Get import tariff statistics from the World Bank WITS (UNCTAD TRAINS data): MFN and applied simple/weighted average tariffs, maximum rates and duty-free shares for a reporter country, partner, product/sector and one or more years. Data: wits.worldbank.org, no auth required.

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Argument	Type	Description
year*	string	Year or comma-separated years, max 10 (e.g. "2020" or "2018,2019,2020").
partner	string	Partner country/region ISO3 code (default "wld" = World). E.g. "chn", "mex".
product	string	Product/sector code (default "Total"), sector name, or HS code.
reporter*	string	Reporting country ISO3 code (e.g. "usa", "chn", "deu").
indicator	string	Tariff indicator code (default "MFN-WGHTD-AVRG" = MFN weighted average tariff %). Others: "MFN-SMPL-AVRG", "AHS-WGHTD-AVRG" (applied weighted avg), "MFN-MXMM-RT", "MFN-DTY-FR-TRFF-LNS-SHR".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "reporter",
    "year"
  ],
  "properties": {
    "year": {
      "type": "string",
      "minLength": 4,
      "description": "Year or comma-separated years, max 10 (e.g. \"2020\" or \"2018,2019,2020\")."
    },
    "partner": {
      "type": "string",
      "description": "Partner country/region ISO3 code (default \"wld\" = World). E.g. \"chn\", \"mex\"."
    },
    "product": {
      "type": "string",
      "description": "Product/sector code (default \"Total\"), sector name, or HS code."
    },
    "reporter": {
      "type": "string",
      "minLength": 2,
      "description": "Reporting country ISO3 code (e.g. \"usa\", \"chn\", \"deu\")."
    },
    "indicator": {
      "type": "string",
      "description": "Tariff indicator code (default \"MFN-WGHTD-AVRG\" = MFN weighted average tariff %). Others: \"MFN-SMPL-AVRG\", \"AHS-WGHTD-AVRG\" (applied weighted avg), \"MFN-MXMM-RT\", \"MFN-DTY-FR-TRFF-LNS-SHR\"."
    }
  },
  "additionalProperties": false
}

wits-trade.trade.get_stats

Get international trade statistics from the World Bank WITS (UN Comtrade data): export/import value, trade share and partner indicators for a reporter country, partner (default World), product/sector and one or more years. Values in US$ thousand for value indicators. Data: wits.worldbank.org, no auth required.

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Argument	Type	Description
year*	string	Year or comma-separated years, max 10 (e.g. "2020" or "2018,2019,2020").
partner	string	Partner country/region ISO3 code (default "wld" = World). E.g. "chn", "mex".
product	string	Product/sector code (default "Total"). Sector codes like "16-24_FoodProd", "27-27_Fuels", "Food", or HS codes.
reporter*	string	Reporting country ISO3 code (e.g. "usa", "chn", "deu").
indicator	string	Trade indicator code (default "XPRT-TRD-VL" = export value, US$ thousand). Others: "MPRT-TRD-VL" (import value), "TRD-VL" (total trade), "XPRT-PRTNR-SHR".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "reporter",
    "year"
  ],
  "properties": {
    "year": {
      "type": "string",
      "minLength": 4,
      "description": "Year or comma-separated years, max 10 (e.g. \"2020\" or \"2018,2019,2020\")."
    },
    "partner": {
      "type": "string",
      "description": "Partner country/region ISO3 code (default \"wld\" = World). E.g. \"chn\", \"mex\"."
    },
    "product": {
      "type": "string",
      "description": "Product/sector code (default \"Total\"). Sector codes like \"16-24_FoodProd\", \"27-27_Fuels\", \"Food\", or HS codes."
    },
    "reporter": {
      "type": "string",
      "minLength": 2,
      "description": "Reporting country ISO3 code (e.g. \"usa\", \"chn\", \"deu\")."
    },
    "indicator": {
      "type": "string",
      "description": "Trade indicator code (default \"XPRT-TRD-VL\" = export value, US$ thousand). Others: \"MPRT-TRD-VL\" (import value), \"TRD-VL\" (total trade), \"XPRT-PRTNR-SHR\"."
    }
  },
  "additionalProperties": false
}

wmo-weather.climate.normals

Get 30-year monthly climate normals for a city — average max/min/mean temperature and rainfall for each of the 12 months, sourced from the WMO climatological standard normals (typically 1961-1990 or 1991-2020 depending on the station). Requires a WMO city ID (see wmo-weather.city_search first, e.g. 219 for Kabul). Useful for "what is the weather usually like in [city] in [month]" style questions, distinct from wmo-weather.forecast which covers the next 7 days. Data: worldweather.wmo.int, no auth required.

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Argument	Type	Description
city_id*	integer	WMO city ID, e.g. 219 (Kabul) or 183 (Tokyo). Discover IDs with wmo-weather.city_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "city_id"
  ],
  "properties": {
    "city_id": {
      "type": "integer",
      "description": "WMO city ID, e.g. 219 (Kabul) or 183 (Tokyo). Discover IDs with wmo-weather.city_search.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

wmo-weather.forecast.daily

Get the official 7-day weather forecast for a city, sourced directly from that country's National Meteorological and Hydrological Service (NMHS) — the same forecast shown on the government weather portal, not a third-party model. Requires a WMO city ID (see wmo-weather.city_search first, e.g. 183 for Tokyo). Returns daily min/max temperature and weather condition. Forecast coverage and update frequency vary by NMHS; some cities may return fewer days or none if the source NMHS has not published one. Data: worldweather.wmo.int, no auth required.

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Argument	Type	Description
city_id*	integer	WMO city ID, e.g. 219 (Kabul) or 183 (Tokyo). Discover IDs with wmo-weather.city_search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "city_id"
  ],
  "properties": {
    "city_id": {
      "type": "integer",
      "description": "WMO city ID, e.g. 219 (Kabul) or 183 (Tokyo). Discover IDs with wmo-weather.city_search.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

wmo-weather.reference.city_search

Search the WMO World Weather Information Service directory of ~2,600 cities by city or country name (case-insensitive partial match). Returns each match's WMO city ID, needed by wmo-weather.forecast and wmo-weather.climate_normals. Example: query="Tokyo" or query="Argentina". Data: worldweather.wmo.int, no auth required.

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Argument	Type	Description
limit	integer	Maximum number of matching cities to return (default 20, max 50).
query*	string	City or country name to search for (case-insensitive partial match), e.g. "Tokyo", "Kabul", or "Argentina". Matches against ~2,600 cities in the WMO city directory.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Maximum number of matching cities to return (default 20, max 50)."
    },
    "query": {
      "type": "string",
      "maxLength": 100,
      "minLength": 2,
      "description": "City or country name to search for (case-insensitive partial match), e.g. \"Tokyo\", \"Kabul\", or \"Argentina\". Matches against ~2,600 cities in the WMO city directory."
    }
  },
  "additionalProperties": false
}

world-bank-cckp.climate.extremes

Get a derived extreme-climate index for a country: hot days over 35C/40C (hd35/hd40), frost days (fd), max consecutive dry/wet days (cdd/cwd), heavy precipitation days over 20mm (r20mm), or tropical nights (tr23). Defaults to the 1995-2014 observed baseline (scenario "historical"), or pass an SSP scenario + future period for a projection. Data: World Bank Climate Change Knowledge Portal (CMIP6 model ensemble), no auth required.

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Argument	Type	Description
index*	string	Extreme-climate index: "hd35"/"hd40" (annual count of days with max temp > 35°C/40°C), "fd" (frost days, min temp < 0°C), "cdd" (max consecutive dry days, precip < 1mm), "cwd" (max consecutive wet days, precip >= 1mm), "r20mm" (days with precip > 20mm), "tr23" (tropical nights, min temp > 23°C).
period	string	Future 20-year projection window, only used when scenario is not "historical". Defaults to "2040-2059".
country*	string	Geography code: ISO3166 alpha-3 country code (e.g. "BRA", "USA", "IND"), or a special aggregate code such as "all_countries" (every country in one call) or "region_SAS" (South Asia region, admin1-level breakdown included — replace SAS with any World Bank region code).
scenario	string	"historical" (default) returns the 1995-2014 observed baseline. A CMIP6 SSP scenario ("ssp126"/"ssp245"/"ssp370"/"ssp585") returns a future projection for the period below.
aggregation	string	Time aggregation of the returned values. "annual" returns one value per year, "monthly" returns 12 values per year, "seasonal" returns 4 values per year (DJF/MAM/JJA/SON). Defaults to "annual".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "index",
    "country"
  ],
  "properties": {
    "index": {
      "enum": [
        "hd35",
        "hd40",
        "fd",
        "cdd",
        "cwd",
        "r20mm",
        "tr23"
      ],
      "type": "string",
      "description": "Extreme-climate index: \"hd35\"/\"hd40\" (annual count of days with max temp > 35°C/40°C), \"fd\" (frost days, min temp < 0°C), \"cdd\" (max consecutive dry days, precip < 1mm), \"cwd\" (max consecutive wet days, precip >= 1mm), \"r20mm\" (days with precip > 20mm), \"tr23\" (tropical nights, min temp > 23°C)."
    },
    "period": {
      "enum": [
        "2020-2039",
        "2040-2059",
        "2060-2079",
        "2080-2099"
      ],
      "type": "string",
      "description": "Future 20-year projection window, only used when scenario is not \"historical\". Defaults to \"2040-2059\"."
    },
    "country": {
      "type": "string",
      "minLength": 1,
      "description": "Geography code: ISO3166 alpha-3 country code (e.g. \"BRA\", \"USA\", \"IND\"), or a special aggregate code such as \"all_countries\" (every country in one call) or \"region_SAS\" (South Asia region, admin1-level breakdown included — replace SAS with any World Bank region code)."
    },
    "scenario": {
      "enum": [
        "historical",
        "ssp126",
        "ssp245",
        "ssp370",
        "ssp585"
      ],
      "type": "string",
      "description": "\"historical\" (default) returns the 1995-2014 observed baseline. A CMIP6 SSP scenario (\"ssp126\"/\"ssp245\"/\"ssp370\"/\"ssp585\") returns a future projection for the period below."
    },
    "aggregation": {
      "enum": [
        "annual",
        "monthly",
        "seasonal"
      ],
      "type": "string",
      "description": "Time aggregation of the returned values. \"annual\" returns one value per year, \"monthly\" returns 12 values per year, \"seasonal\" returns 4 values per year (DJF/MAM/JJA/SON). Defaults to \"annual\"."
    }
  },
  "additionalProperties": false
}

world-bank-cckp.climate.normal

Get the observed historical baseline climatology (1995-2014 average) for a country: mean temperature (tas), max/min temperature (tasmax/tasmin), or precipitation (pr). Choose annual, monthly, or seasonal aggregation. Use "all_countries" or "region_XXX" as country to fetch every country/sub-region in one call. Data: World Bank Climate Change Knowledge Portal (CMIP6 model ensemble), no auth required.

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Argument	Type	Description
country*	string	Geography code: ISO3166 alpha-3 country code (e.g. "BRA", "USA", "IND"), or a special aggregate code such as "all_countries" (every country in one call) or "region_SAS" (South Asia region, admin1-level breakdown included — replace SAS with any World Bank region code).
variable*	string	Climate variable: "tas" (mean near-surface air temperature, °C), "tasmax" (mean daily maximum temperature, °C), "tasmin" (mean daily minimum temperature, °C), "pr" (precipitation, mm).
aggregation	string	Time aggregation of the returned values. "annual" returns one value per year, "monthly" returns 12 values per year, "seasonal" returns 4 values per year (DJF/MAM/JJA/SON). Defaults to "annual".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "variable",
    "country"
  ],
  "properties": {
    "country": {
      "type": "string",
      "minLength": 1,
      "description": "Geography code: ISO3166 alpha-3 country code (e.g. \"BRA\", \"USA\", \"IND\"), or a special aggregate code such as \"all_countries\" (every country in one call) or \"region_SAS\" (South Asia region, admin1-level breakdown included — replace SAS with any World Bank region code)."
    },
    "variable": {
      "enum": [
        "tas",
        "tasmax",
        "tasmin",
        "pr"
      ],
      "type": "string",
      "description": "Climate variable: \"tas\" (mean near-surface air temperature, °C), \"tasmax\" (mean daily maximum temperature, °C), \"tasmin\" (mean daily minimum temperature, °C), \"pr\" (precipitation, mm)."
    },
    "aggregation": {
      "enum": [
        "annual",
        "monthly",
        "seasonal"
      ],
      "type": "string",
      "description": "Time aggregation of the returned values. \"annual\" returns one value per year, \"monthly\" returns 12 values per year, \"seasonal\" returns 4 values per year (DJF/MAM/JJA/SON). Defaults to \"annual\"."
    }
  },
  "additionalProperties": false
}

world-bank-cckp.climate.projection

Get a CMIP6 future climate projection for a country: mean temperature (tas), max/min temperature (tasmax/tasmin), or precipitation (pr), under an SSP emission scenario (ssp126 low / ssp245 intermediate / ssp370 high / ssp585 very high) and a future 20-year window (2020-2039 through 2080-2099). Choose annual, monthly, or seasonal aggregation. Data: World Bank Climate Change Knowledge Portal (CMIP6 model ensemble), no auth required.

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Argument	Type	Description
period	string	Future 20-year projection window. Defaults to "2040-2059".
country*	string	Geography code: ISO3166 alpha-3 country code (e.g. "BRA", "USA", "IND"), or a special aggregate code such as "all_countries" (every country in one call) or "region_SAS" (South Asia region, admin1-level breakdown included — replace SAS with any World Bank region code).
scenario*	string	CMIP6 Shared Socioeconomic Pathway emission scenario: "ssp126" (low emissions, strong mitigation), "ssp245" (intermediate emissions), "ssp370" (high emissions), "ssp585" (very high emissions, fossil-fuel-intensive).
variable*	string	Climate variable: "tas" (mean near-surface air temperature, °C), "tasmax" (mean daily maximum temperature, °C), "tasmin" (mean daily minimum temperature, °C), "pr" (precipitation, mm).
aggregation	string	Time aggregation of the returned values. "annual" returns one value per year, "monthly" returns 12 values per year, "seasonal" returns 4 values per year (DJF/MAM/JJA/SON). Defaults to "annual".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "variable",
    "country",
    "scenario"
  ],
  "properties": {
    "period": {
      "enum": [
        "2020-2039",
        "2040-2059",
        "2060-2079",
        "2080-2099"
      ],
      "type": "string",
      "description": "Future 20-year projection window. Defaults to \"2040-2059\"."
    },
    "country": {
      "type": "string",
      "minLength": 1,
      "description": "Geography code: ISO3166 alpha-3 country code (e.g. \"BRA\", \"USA\", \"IND\"), or a special aggregate code such as \"all_countries\" (every country in one call) or \"region_SAS\" (South Asia region, admin1-level breakdown included — replace SAS with any World Bank region code)."
    },
    "scenario": {
      "enum": [
        "ssp126",
        "ssp245",
        "ssp370",
        "ssp585"
      ],
      "type": "string",
      "description": "CMIP6 Shared Socioeconomic Pathway emission scenario: \"ssp126\" (low emissions, strong mitigation), \"ssp245\" (intermediate emissions), \"ssp370\" (high emissions), \"ssp585\" (very high emissions, fossil-fuel-intensive)."
    },
    "variable": {
      "enum": [
        "tas",
        "tasmax",
        "tasmin",
        "pr"
      ],
      "type": "string",
      "description": "Climate variable: \"tas\" (mean near-surface air temperature, °C), \"tasmax\" (mean daily maximum temperature, °C), \"tasmin\" (mean daily minimum temperature, °C), \"pr\" (precipitation, mm)."
    },
    "aggregation": {
      "enum": [
        "annual",
        "monthly",
        "seasonal"
      ],
      "type": "string",
      "description": "Time aggregation of the returned values. \"annual\" returns one value per year, \"monthly\" returns 12 values per year, \"seasonal\" returns 4 values per year (DJF/MAM/JJA/SON). Defaults to \"annual\"."
    }
  },
  "additionalProperties": false
}

world.country.code

Get country details by ISO code (US, GB, DE, JP). Returns name, population, area, capital, currencies, languages, flag (REST Countries)

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Argument	Type	Description
code*	string	ISO 3166-1 country code — alpha-2 ("US") or alpha-3 ("USA")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "code"
  ],
  "properties": {
    "code": {
      "type": "string",
      "maxLength": 3,
      "minLength": 2,
      "description": "ISO 3166-1 country code — alpha-2 (\"US\") or alpha-3 (\"USA\")"
    }
  },
  "additionalProperties": false
}

world.country.search

Search country by name — population, area, capital, languages, currencies, timezones, flag, region, borders. 250+ countries. No auth, free (REST Countries)

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Argument	Type	Description
name*	string	Country name to search (e.g. "United States", "Germany", "Japan")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "name": {
      "type": "string",
      "minLength": 2,
      "description": "Country name to search (e.g. \"United States\", \"Germany\", \"Japan\")"
    }
  },
  "additionalProperties": false
}

worldbank.dev.indicators

Search 16,000+ World Bank development indicators by keyword or topic — GDP, population, poverty, education, health, environment, trade. Returns indicator ID, name, source, description, topics. Use indicator IDs with finance.country_data for time-series data (World Bank, CC BY 4.0)

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Argument	Type	Description
limit	integer	Results per page (1-50, default 20)
topic	string	Topic ID filter (1=Agriculture, 3=Economy, 4=Education, 6=Environment, 8=Health, 11=Poverty, 14=Science, 19=Climate Change)
source	string	Source ID filter (2=World Development Indicators, 11=Africa, 57=Gender)
keyword	string	Search keyword for indicators (e.g. "gdp", "population", "poverty", "education", "co2 emissions")

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Results per page (1-50, default 20)"
    },
    "topic": {
      "type": "string",
      "description": "Topic ID filter (1=Agriculture, 3=Economy, 4=Education, 6=Environment, 8=Health, 11=Poverty, 14=Science, 19=Climate Change)"
    },
    "source": {
      "type": "string",
      "description": "Source ID filter (2=World Development Indicators, 11=Africa, 57=Gender)"
    },
    "keyword": {
      "type": "string",
      "description": "Search keyword for indicators (e.g. \"gdp\", \"population\", \"poverty\", \"education\", \"co2 emissions\")"
    }
  },
  "additionalProperties": false
}

worms.species.classification

Get the full taxonomic classification tree for a marine taxon by AphiaID. Returns the complete nested hierarchy from Superdomain/Biota down to the queried taxon — each node has AphiaID, rank, and scientific name. Ideal for building taxonomic trees, verifying rank placement, or navigating the WoRMS backbone. Source: World Register of Marine Species, CC BY 4.0.

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Argument	Type	Description
aphia_id*	integer	WoRMS AphiaID of the taxon whose full classification tree you want to retrieve (e.g. 137102 for Orcinus orca).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "aphia_id"
  ],
  "properties": {
    "aphia_id": {
      "type": "integer",
      "description": "WoRMS AphiaID of the taxon whose full classification tree you want to retrieve (e.g. 137102 for Orcinus orca).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

worms.species.details

Retrieve the full WoRMS Aphia record for a taxon by its AphiaID. Returns complete taxonomy (kingdom to genus), accepted name and authority, valid AphiaID for synonyms, citation string, LSID (life science identifier), habitat flags, and last-modified date. Use this to resolve synonym chains — if status is "unaccepted", valid_AphiaID points to the accepted taxon. Source: World Register of Marine Species, CC BY 4.0.

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Argument	Type	Description
aphia_id*	integer	WoRMS AphiaID — the unique numeric identifier for a taxon (e.g. 137102 for Orcinus orca). Obtain via worms.species.search.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "aphia_id"
  ],
  "properties": {
    "aphia_id": {
      "type": "integer",
      "description": "WoRMS AphiaID — the unique numeric identifier for a taxon (e.g. 137102 for Orcinus orca). Obtain via worms.species.search.",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

worms.species.search

Search 240K+ accepted marine species by scientific or partial name in the World Register of Marine Species (WoRMS). Returns AphiaID, accepted scientific name, authority, taxonomic status, kingdom/phylum/class/order/family/genus, LSID, and habitat flags (marine/brackish/freshwater/terrestrial/extinct). Supports fuzzy matching and optional restriction to marine-only taxa. Use the AphiaID from results with worms.species.details, worms.species.classification, or worms.species.vernaculars. Source: WoRMS Editorial Board, CC BY 4.0.

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Argument	Type	Description
like	boolean	Enable fuzzy/partial match (default true). Set false for exact scientific name match only.
name*	string	Scientific or partial name to search (e.g. "Orcinus orca", "Tursiops", "Gadus morhua"). Case-insensitive.
offset	integer	Pagination offset — return records starting at this position (default 1, max 50 per page).
marine_only	boolean	Restrict results to marine species only (default true). Set false to include brackish/freshwater/terrestrial.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "name"
  ],
  "properties": {
    "like": {
      "type": "boolean",
      "description": "Enable fuzzy/partial match (default true). Set false for exact scientific name match only."
    },
    "name": {
      "type": "string",
      "description": "Scientific or partial name to search (e.g. \"Orcinus orca\", \"Tursiops\", \"Gadus morhua\"). Case-insensitive."
    },
    "offset": {
      "type": "integer",
      "minimum": 1,
      "description": "Pagination offset — return records starting at this position (default 1, max 50 per page)."
    },
    "marine_only": {
      "type": "boolean",
      "description": "Restrict results to marine species only (default true). Set false to include brackish/freshwater/terrestrial."
    }
  },
  "additionalProperties": false
}

worms.species.vernaculars

Retrieve all registered vernacular (common) names for a marine taxon by AphiaID across all languages. Each entry includes the common name, ISO language code, and full language name. For example, AphiaID 137102 (Orcinus orca) returns "killer whale" (English), "orca" (Spanish), "épaulard" (French), and dozens more. Useful for multilingual species identification, biodiversity apps, and natural-history content. Source: World Register of Marine Species, CC BY 4.0.

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Argument	Type	Description
aphia_id*	integer	WoRMS AphiaID of the taxon whose vernacular (common) names you want — returns names across all registered languages (e.g. "killer whale" in English, "orca" in Spanish).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "aphia_id"
  ],
  "properties": {
    "aphia_id": {
      "type": "integer",
      "description": "WoRMS AphiaID of the taxon whose vernacular (common) names you want — returns names across all registered languages (e.g. \"killer whale\" in English, \"orca\" in Spanish).",
      "exclusiveMinimum": 0
    }
  },
  "additionalProperties": false
}

wto.trade.data

Retrieve official World Trade Organization time-series data for trade and tariff indicators by reporting economy and year. Covers 58 indicators across three domains: tariff profiles (MFN applied/bound tariff averages, HS-level ad valorem duties by product), merchandise trade values (exports and imports by product group, quarterly and monthly), and commercial services trade (exports and imports by sector and partner). Returns structured data rows with indicator code, reporting economy, partner economy (for bilateral flows), product/sector classification, year, value, and unit. Example queries: US MFN applied tariff in 2022 (indicator TP_A_0010, reporter 840), China merchandise exports 2018-2022 (ITS_MTV_AX, reporter 156), EU commercial services exports (ITS_CS_AX6, reporter 097). Use wto.trade.indicators to discover indicator codes with their categories, units, and year ranges. Use wto.trade.reporters to look up 3-digit economy codes. Data is updated annually/quarterly by WTO Statistics Division. Free tier: 10 req/s.

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Argument	Type	Description
years	string	Comma-separated year(s) or year-ranges to retrieve (e.g. "2022", "2020,2021,2022", "2015-2022"). Omit to get all available years for the indicator. Most tariff/trade indicators cover 2005–2024.
max_rows	integer	Maximum number of data rows to return (1–500, default 100). Lower values are faster; raise for multi-year/multi-country queries.
partner_codes	string	Comma-separated partner economy code(s) for bilateral trade data. Only applicable to indicators that have partner dimension (bilateral trade flows). Use "000" for world total. Omit for indicators without partner dimension (e.g. tariffs).
reporter_codes*	string	Comma-separated WTO reporter economy code(s). Use the 3-digit numeric codes from wto.trade.reporters — e.g. "840" for USA, "276" for Germany, "156" for China, "392" for Japan, "000" for World aggregate. Multiple codes accepted (e.g. "840,276,156").
indicator_codes*	string	Comma-separated WTO indicator code(s) to retrieve data for. Examples: "TP_A_0010" (MFN applied tariff, all products), "ITS_MTV_AX" (merchandise exports by product group, annual), "ITS_CS_AX6" (commercial services exports by sector). Use wto.trade.indicators to discover available codes.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "indicator_codes",
    "reporter_codes"
  ],
  "properties": {
    "years": {
      "type": "string",
      "description": "Comma-separated year(s) or year-ranges to retrieve (e.g. \"2022\", \"2020,2021,2022\", \"2015-2022\"). Omit to get all available years for the indicator. Most tariff/trade indicators cover 2005–2024."
    },
    "max_rows": {
      "type": "integer",
      "maximum": 500,
      "minimum": 1,
      "description": "Maximum number of data rows to return (1–500, default 100). Lower values are faster; raise for multi-year/multi-country queries."
    },
    "partner_codes": {
      "type": "string",
      "description": "Comma-separated partner economy code(s) for bilateral trade data. Only applicable to indicators that have partner dimension (bilateral trade flows). Use \"000\" for world total. Omit for indicators without partner dimension (e.g. tariffs)."
    },
    "reporter_codes": {
      "type": "string",
      "description": "Comma-separated WTO reporter economy code(s). Use the 3-digit numeric codes from wto.trade.reporters — e.g. \"840\" for USA, \"276\" for Germany, \"156\" for China, \"392\" for Japan, \"000\" for World aggregate. Multiple codes accepted (e.g. \"840,276,156\")."
    },
    "indicator_codes": {
      "type": "string",
      "description": "Comma-separated WTO indicator code(s) to retrieve data for. Examples: \"TP_A_0010\" (MFN applied tariff, all products), \"ITS_MTV_AX\" (merchandise exports by product group, annual), \"ITS_CS_AX6\" (commercial services exports by sector). Use wto.trade.indicators to discover available codes."
    }
  },
  "additionalProperties": false
}

wto.trade.indicators

List all available World Trade Organization time-series indicators with metadata. Returns indicator code, name, category (TAR=tariff, ITS_M=merchandise trade, ITS_S=commercial services), subcategory, unit (e.g. percent, USD millions), frequency (annual/quarterly/monthly), year coverage (startYear–endYear), number of reporting economies covered, and estimated datapoint count. Use this tool before wto.trade.data to identify the correct indicator codes. Filter by topic_id (use wto.trade.topics to enumerate topic IDs) or by category code (TAR for tariff indicators, ITS_M for merchandise trade, ITS_S for services). Key indicators: TP_A_0010 (MFN applied tariff, all products), TP_B_0090 (bound tariff), ITS_MTV_AX (merchandise exports by product group, annual), ITS_CS_AX6 (commercial services exports by sector and partner). Returns the full catalogue of 58+ indicators maintained by the WTO Statistics Division.

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Argument	Type	Description
category	string	Filter indicators by category code. Known values: "TAR" (tariff profiles), "ITS_M" (merchandise trade values/indices), "ITS_S" (commercial services trade). Omit to return all categories.
topic_id	integer	Filter indicators by WTO topic ID (1–N). Use wto.trade.topics to list topic IDs. Example: topic 3 = World Tariff Profiles. Omit to list all 58+ indicators.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "category": {
      "type": "string",
      "description": "Filter indicators by category code. Known values: \"TAR\" (tariff profiles), \"ITS_M\" (merchandise trade values/indices), \"ITS_S\" (commercial services trade). Omit to return all categories."
    },
    "topic_id": {
      "type": "integer",
      "description": "Filter indicators by WTO topic ID (1–N). Use wto.trade.topics to list topic IDs. Example: topic 3 = World Tariff Profiles. Omit to list all 58+ indicators."
    }
  },
  "additionalProperties": false
}

wto.trade.reporters

List all 288 reporting economies (countries and economic groups) recognized by the WTO time-series database, with their 3-digit numeric codes, ISO 3-letter country codes, and display names. Use these codes in wto.trade.data reporter_codes and partner_codes parameters. Includes individual WTO members (e.g. 840=USA, 156=China, 276=Germany, 392=Japan, 356=India, 036=Australia), geographic aggregates (e.g. 097=European Union, 413=LDC group), and the world total (000=World). Filter results client-side by name substring (e.g. "Africa", "European", "United") to find the relevant codes for your query. Data sourced from the WTO Statistics Division; economy composition reflects WTO membership.

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Argument	Type	Description
filter	string	Optional case-insensitive substring to filter reporters by name (e.g. "European", "Africa", "United"). Applied client-side — returns full list if omitted (288 economies).

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "filter": {
      "type": "string",
      "description": "Optional case-insensitive substring to filter reporters by name (e.g. \"European\", \"Africa\", \"United\"). Applied client-side — returns full list if omitted (288 economies)."
    }
  },
  "additionalProperties": false
}

wto.trade.topics

List all WTO time-series database topic categories with their numeric IDs and names. Topics group related datasets — for example: World Tariff Profiles (topic 3), I-TIP non-tariff measures (topic 1), Merchandise Trade Values (topic 7), Commercial Services Trade (topic 12). Use the topic ID in wto.trade.indicators (topic_id parameter) to filter and discover the specific indicator codes available within that data domain. Returned topics correspond to the WTO Statistics Portal database groupings maintained by the WTO Statistics Division.

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Argument	Type	Description
locale	string	Response language. Currently only English is supported by the WTO API (lang=1). Reserved for future use; leave unset.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "locale": {
      "type": "string",
      "description": "Response language. Currently only English is supported by the WTO API (lang=1). Reserved for future use; leave unset."
    }
  },
  "additionalProperties": false
}

zenodo.communities.search

Search Zenodo communities — curated subject-specific collections maintained by researchers and institutions. Communities group related records by discipline, project, or institution (e.g. "astronomy", "bioinformatics", "EU Horizon projects", "CERN data"). Returns community ID, title, description, and URL. Each community has a dedicated landing page on Zenodo with all its member records. Use the community ID with the Zenodo website to browse records within a specific collection. Zenodo currently hosts 5,000+ communities covering all scientific disciplines.

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Argument	Type	Description
page	integer	Page number for pagination (default 1).
sort	string	Sort order: "bestmatch" (relevance), "newest", or "oldest". Default: bestmatch.
limit	integer	Number of communities to return (default 10, max 50).
query	string	Search term to filter communities by name or topic (e.g. "astronomy", "machine learning", "climate", "bioinformatics").

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1)."
    },
    "sort": {
      "enum": [
        "bestmatch",
        "newest",
        "oldest"
      ],
      "type": "string",
      "description": "Sort order: \"bestmatch\" (relevance), \"newest\", or \"oldest\". Default: bestmatch."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of communities to return (default 10, max 50)."
    },
    "query": {
      "type": "string",
      "description": "Search term to filter communities by name or topic (e.g. \"astronomy\", \"machine learning\", \"climate\", \"bioinformatics\")."
    }
  },
  "additionalProperties": false
}

zenodo.records.detail

Get full metadata for a specific Zenodo research record by its numeric record ID. Returns title, DOI, creators with affiliations and ORCID, publication date, resource type, abstract/description, keywords, license, access right, related communities, file count, download and view statistics, and a link to the Zenodo page. Use zenodo.records.search to find record IDs, or extract the ID from a DOI like "10.5281/zenodo.10487285" → ID is 10487285. To list downloadable files, follow up with zenodo.records.files.

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Argument	Type	Description
record_id*	string \| number	Zenodo record ID (numeric, e.g. 10487285) or DOI suffix. Find IDs via zenodo.records.search or from a DOI like "10.5281/zenodo.10487285".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "record_id"
  ],
  "properties": {
    "record_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Zenodo record ID (numeric, e.g. 10487285) or DOI suffix. Find IDs via zenodo.records.search or from a DOI like \"10.5281/zenodo.10487285\"."
    }
  },
  "additionalProperties": false
}

zenodo.records.files

List all downloadable files for a Zenodo record. Returns filename, MIME type, size in bytes, checksum (MD5), and a direct download URL for each file. Zenodo records can contain multiple files (data CSVs, code archives, supplementary PDFs, images, etc.). Use zenodo.records.search or zenodo.records.detail to find the record ID, then call this tool to get the file manifest with direct download links. All files in open-access records are freely downloadable without authentication.

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Argument	Type	Description
limit	integer	Maximum number of files to return (default 50, max 100).
record_id*	string \| number	Zenodo record ID whose files to list (numeric, e.g. 10487285). Obtain from zenodo.records.search or zenodo.records.detail.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "record_id"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of files to return (default 50, max 100)."
    },
    "record_id": {
      "type": [
        "string",
        "number"
      ],
      "description": "Zenodo record ID whose files to list (numeric, e.g. 10487285). Obtain from zenodo.records.search or zenodo.records.detail."
    }
  },
  "additionalProperties": false
}

zenodo.records.search

Search 3.5M+ open-access research outputs on Zenodo — publications, datasets, software, presentations, posters, videos, and more. Filter by type, access right (open/embargoed/restricted), and publication date range. Sort by relevance, recency, most-viewed, or most-downloaded. Each result includes DOI, title, creators, resource type, access right, keywords, view/download stats, and a direct URL. Zenodo is operated by CERN under the OpenAIRE program and hosts research from EU-funded projects, science institutions worldwide, and individual researchers. All metadata is CC0.

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Argument	Type	Description
page	integer	Page number for pagination (default 1). Combine with limit for paging.
sort	string	Sort order: "bestmatch" (relevance), "mostrecent" (newest first), "mostviewed", or "mostdownloaded". Default: bestmatch.
type	string	Filter by record type: "publication" (papers/preprints), "dataset", "software", "presentation", "poster", "image", "video", "lesson", "physicalobject", or "other".
limit	integer	Number of results to return per page (default 10, max 50).
query	string	Free-text search query across title, description, creators, and keywords (e.g. "CRISPR gene editing", "climate change datasets", "machine learning").
date_to	string	Filter records published on or before this date in ISO 8601 format (e.g. "2024-12-31").
date_from	string	Filter records published on or after this date in ISO 8601 format (e.g. "2023-01-01").
access_right	string	Filter by access right: "open" (freely downloadable), "embargoed", "restricted", or "closed".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number for pagination (default 1). Combine with limit for paging."
    },
    "sort": {
      "enum": [
        "bestmatch",
        "mostrecent",
        "mostviewed",
        "mostdownloaded"
      ],
      "type": "string",
      "description": "Sort order: \"bestmatch\" (relevance), \"mostrecent\" (newest first), \"mostviewed\", or \"mostdownloaded\". Default: bestmatch."
    },
    "type": {
      "enum": [
        "publication",
        "poster",
        "presentation",
        "dataset",
        "image",
        "video",
        "software",
        "lesson",
        "physicalobject",
        "other"
      ],
      "type": "string",
      "description": "Filter by record type: \"publication\" (papers/preprints), \"dataset\", \"software\", \"presentation\", \"poster\", \"image\", \"video\", \"lesson\", \"physicalobject\", or \"other\"."
    },
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Number of results to return per page (default 10, max 50)."
    },
    "query": {
      "type": "string",
      "description": "Free-text search query across title, description, creators, and keywords (e.g. \"CRISPR gene editing\", \"climate change datasets\", \"machine learning\")."
    },
    "date_to": {
      "type": "string",
      "description": "Filter records published on or before this date in ISO 8601 format (e.g. \"2024-12-31\")."
    },
    "date_from": {
      "type": "string",
      "description": "Filter records published on or after this date in ISO 8601 format (e.g. \"2023-01-01\")."
    },
    "access_right": {
      "enum": [
        "open",
        "embargoed",
        "restricted",
        "closed"
      ],
      "type": "string",
      "description": "Filter by access right: \"open\" (freely downloadable), \"embargoed\", \"restricted\", or \"closed\"."
    }
  },
  "additionalProperties": false
}