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Development Indicators MCP

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io.github.lbruce-wq/development-indicatorsv0.4.1

Open-source MCP for official development indicators with provenance and citations.

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compare_observations

Retrieve series side by side and flag obvious metadata differences without merging them.

series_refsarray, required

country_codesarray, required

end_yearstring

start_yearstring

latest_onlyboolean

include_originalboolean

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Development Indicators MCP MCP server | mcptry

Tools (10)

compare_observations

Retrieve series side by side and flag obvious metadata differences without merging them.

Argument	Type	Description
end_year	any
start_year	any
latest_only	boolean
series_refs*	array
country_codes*	array
include_original	boolean

Input schema (JSON)

{
  "type": "object",
  "title": "compare_observationsArguments",
  "required": [
    "series_refs",
    "country_codes"
  ],
  "properties": {
    "end_year": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "End Year",
      "default": null
    },
    "start_year": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Start Year",
      "default": null
    },
    "latest_only": {
      "type": "boolean",
      "title": "Latest Only",
      "default": false
    },
    "series_refs": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Series Refs"
    },
    "country_codes": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Country Codes"
    },
    "include_original": {
      "type": "boolean",
      "title": "Include Original",
      "default": false
    }
  }
}

faostat_list_domains

List live FAOSTAT groups and domains available to build source-qualified series.

Argument	Type	Description
limit	integer
cursor	integer
status	any
group_code	any
include_archived	boolean

Input schema (JSON)

{
  "type": "object",
  "title": "faostat_list_domainsArguments",
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50
    },
    "cursor": {
      "type": "integer",
      "title": "Cursor",
      "default": 0
    },
    "status": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Status",
      "default": null
    },
    "group_code": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Group Code",
      "default": null
    },
    "include_archived": {
      "type": "boolean",
      "title": "Include Archived",
      "default": false
    }
  }
}

faostat_search_dimension

Search a FAOSTAT domain's area, item, element, unit, or other definition table.

Argument	Type	Description
limit	integer
query*	string
cursor	integer
dataset*	string
dimension*	string

Input schema (JSON)

{
  "type": "object",
  "title": "faostat_search_dimensionArguments",
  "required": [
    "dataset",
    "dimension",
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 20
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "cursor": {
      "type": "integer",
      "title": "Cursor",
      "default": 0
    },
    "dataset": {
      "type": "string",
      "title": "Dataset"
    },
    "dimension": {
      "type": "string",
      "title": "Dimension"
    }
  }
}

find_microdata

Find relevant public microdata catalogues and state their access conditions.

Argument	Type	Description
query*	string
country	any

Input schema (JSON)

{
  "type": "object",
  "title": "find_microdataArguments",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "title": "Query"
    },
    "country": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Country",
      "default": null
    }
  }
}

get_indicator_metadata

Retrieve authoritative metadata for a source-qualified series reference.

Argument	Type	Description
series_ref*	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_indicator_metadataArguments",
  "required": [
    "series_ref"
  ],
  "properties": {
    "series_ref": {
      "type": "string",
      "title": "Series Ref"
    }
  }
}

get_observations

Retrieve official observations while retaining metadata, citations and warnings.

Argument	Type	Description
end_year	any
series_ref*	string
start_year	any
latest_only	boolean
country_codes*	array
include_original	boolean

Input schema (JSON)

{
  "type": "object",
  "title": "get_observationsArguments",
  "required": [
    "series_ref",
    "country_codes"
  ],
  "properties": {
    "end_year": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "End Year",
      "default": null
    },
    "series_ref": {
      "type": "string",
      "title": "Series Ref"
    },
    "start_year": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Start Year",
      "default": null
    },
    "latest_only": {
      "type": "boolean",
      "title": "Latest Only",
      "default": false
    },
    "country_codes": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Country Codes"
    },
    "include_original": {
      "type": "boolean",
      "title": "Include Original",
      "default": false
    }
  }
}

get_source_setup

Explain source access requirements without exposing server secrets.

Argument	Type	Description
source_id*	string

Input schema (JSON)

{
  "type": "object",
  "title": "get_source_setupArguments",
  "required": [
    "source_id"
  ],
  "properties": {
    "source_id": {
      "type": "string",
      "title": "Source Id"
    }
  }
}

list_sources

List supported and planned official data sources and their access characteristics.

Argument	Type	Description
topic	any

Input schema (JSON)

{
  "type": "object",
  "title": "list_sourcesArguments",
  "properties": {
    "topic": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Topic",
      "default": null
    }
  }
}

resolve_geographies

Resolve country names or codes to ISO 3166-1 alpha-3 codes such as GHA and KEN.

Argument	Type	Description
names_or_codes*	array

Input schema (JSON)

{
  "type": "object",
  "title": "resolve_geographiesArguments",
  "required": [
    "names_or_codes"
  ],
  "properties": {
    "names_or_codes": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "title": "Names Or Codes"
    }
  }
}

search_indicators

Rank official indicators; returns match evidence, retrieval health and source failures.

Argument	Type	Description
limit	integer
query*	string
source_ids	any

Input schema (JSON)

{
  "type": "object",
  "title": "search_indicatorsArguments",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 10
    },
    "query": {
      "type": "string",
      "title": "Query"
    },
    "source_ids": {
      "anyOf": [
        {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        {
          "type": "null"
        }
      ],
      "title": "Source Ids",
      "default": null
    }
  }
}