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Yugalinks Commerce Intelligence

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io.github.nibinglobal/yugalinks-commercev0.2.0

Read-only OECD trade research for countries, products, corridors, lane risk, and opportunities.

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get_corridor_trade Read-only

Return reported yearly goods-flow values between exporter and importer countries.

yearstring

Reporting year from 1995 through 2024.

limitinteger

Maximum number of rows to return.

offsetinteger

Number of rows to skip.

exporter_iso3string

importer_iso3string

Yugalinks Commerce Intelligence MCP server | mcptry

Tools (11)

get_corridor_trade

Return reported yearly goods-flow values between exporter and importer countries.

read-only

Argument	Type	Description
year	any	Reporting year from 1995 through 2024.
limit	integer	Maximum number of rows to return.
offset	integer	Number of rows to skip.
exporter_iso3	any
importer_iso3	any

Input schema (JSON)

{
  "type": "object",
  "title": "get_corridor_tradeArguments",
  "properties": {
    "year": {
      "anyOf": [
        {
          "type": "integer",
          "maximum": 2024,
          "minimum": 1995
        },
        {
          "type": "null"
        }
      ],
      "title": "Year",
      "default": null,
      "description": "Reporting year from 1995 through 2024."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of rows to return."
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0,
      "maximum": 10000,
      "minimum": 0,
      "description": "Number of rows to skip."
    },
    "exporter_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Exporter Iso3",
      "default": null
    },
    "importer_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Importer Iso3",
      "default": null
    }
  }
}

get_country_trade

Return reported yearly imports, exports, balance, and growth for a country.

read-only

Argument	Type	Description
year	any	Reporting year from 1995 through 2024.
limit	integer	Maximum number of rows to return.
offset	integer	Number of rows to skip.
country_iso3*	string	Three-letter ISO country code, for example IND or DEU.

Input schema (JSON)

{
  "type": "object",
  "title": "get_country_tradeArguments",
  "required": [
    "country_iso3"
  ],
  "properties": {
    "year": {
      "anyOf": [
        {
          "type": "integer",
          "maximum": 2024,
          "minimum": 1995
        },
        {
          "type": "null"
        }
      ],
      "title": "Year",
      "default": null,
      "description": "Reporting year from 1995 through 2024."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of rows to return."
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0,
      "maximum": 10000,
      "minimum": 0,
      "description": "Number of rows to skip."
    },
    "country_iso3": {
      "type": "string",
      "title": "Country Iso3",
      "pattern": "^[A-Za-z]{3}$",
      "maxLength": 3,
      "minLength": 3,
      "description": "Three-letter ISO country code, for example IND or DEU."
    }
  }
}

get_export_opportunities

Return bounded export-opportunity indicators for country and product filters.

read-only

Argument	Type	Description
year	any	Reporting year from 1995 through 2024.
limit	integer	Maximum number of rows to return.
offset	integer	Number of rows to skip.
hs_code	any
exporter_iso3	any
importer_iso3	any

Input schema (JSON)

{
  "type": "object",
  "title": "get_export_opportunitiesArguments",
  "properties": {
    "year": {
      "anyOf": [
        {
          "type": "integer",
          "maximum": 2024,
          "minimum": 1995
        },
        {
          "type": "null"
        }
      ],
      "title": "Year",
      "default": null,
      "description": "Reporting year from 1995 through 2024."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of rows to return."
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0,
      "maximum": 10000,
      "minimum": 0,
      "description": "Number of rows to skip."
    },
    "hs_code": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^\\d{2,6}$",
          "maxLength": 6,
          "minLength": 2,
          "description": "HS2, HS4, or HS6 product code."
        },
        {
          "type": "null"
        }
      ],
      "title": "Hs Code",
      "default": null
    },
    "exporter_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Exporter Iso3",
      "default": null
    },
    "importer_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Importer Iso3",
      "default": null
    }
  }
}

get_global_trade

Return reported global merchandise-flow totals for a year.

read-only

Argument	Type	Description
year	any	Reporting year from 1995 through 2024.
limit	integer	Maximum number of rows to return.
offset	integer	Number of rows to skip.

Input schema (JSON)

{
  "type": "object",
  "title": "get_global_tradeArguments",
  "properties": {
    "year": {
      "anyOf": [
        {
          "type": "integer",
          "maximum": 2024,
          "minimum": 1995
        },
        {
          "type": "null"
        }
      ],
      "title": "Year",
      "default": 2024,
      "description": "Reporting year from 1995 through 2024."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of rows to return."
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0,
      "maximum": 10000,
      "minimum": 0,
      "description": "Number of rows to skip."
    }
  }
}

get_lane_page

Read the public machine-readable page for one exporter-importer HS6 lane-risk record.

read-only

Argument	Type	Description
hs_code*	string	Six-digit HS code.
exporter_iso3*	string	Three-letter ISO country code, for example IND or DEU.
importer_iso3*	string	Three-letter ISO country code, for example IND or DEU.

Input schema (JSON)

{
  "type": "object",
  "title": "get_lane_pageArguments",
  "required": [
    "exporter_iso3",
    "importer_iso3",
    "hs_code"
  ],
  "properties": {
    "hs_code": {
      "type": "string",
      "title": "Hs Code",
      "pattern": "^\\d{6}$",
      "maxLength": 6,
      "minLength": 6,
      "description": "Six-digit HS code."
    },
    "exporter_iso3": {
      "type": "string",
      "title": "Exporter Iso3",
      "pattern": "^[A-Za-z]{3}$",
      "maxLength": 3,
      "minLength": 3,
      "description": "Three-letter ISO country code, for example IND or DEU."
    },
    "importer_iso3": {
      "type": "string",
      "title": "Importer Iso3",
      "pattern": "^[A-Za-z]{3}$",
      "maxLength": 3,
      "minLength": 3,
      "description": "Three-letter ISO country code, for example IND or DEU."
    }
  }
}

get_lane_risk

Return reported lane-risk observations for country and product filters.

read-only

Argument	Type	Description
q	any	Optional text filter.
limit	integer	Maximum number of rows to return.
offset	integer	Number of rows to skip.
hs_code	any
hs_chapter	any	Two-digit HS chapter.
risk_driver	any
current_only	boolean
exporter_iso3	any
importer_iso3	any
min_trade_usd	any
attention_level	any

get_product_trade

Return reported yearly global merchandise flows and growth for an HS2, HS4, or HS6 product.

read-only

Argument	Type	Description
year	any	Reporting year from 1995 through 2024.
limit	integer	Maximum number of rows to return.
offset	integer	Number of rows to skip.
hs_code*	string	HS2, HS4, or HS6 product code.

Input schema (JSON)

{
  "type": "object",
  "title": "get_product_tradeArguments",
  "required": [
    "hs_code"
  ],
  "properties": {
    "year": {
      "anyOf": [
        {
          "type": "integer",
          "maximum": 2024,
          "minimum": 1995
        },
        {
          "type": "null"
        }
      ],
      "title": "Year",
      "default": null,
      "description": "Reporting year from 1995 through 2024."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of rows to return."
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0,
      "maximum": 10000,
      "minimum": 0,
      "description": "Number of rows to skip."
    },
    "hs_code": {
      "type": "string",
      "title": "Hs Code",
      "pattern": "^\\d{2,6}$",
      "maxLength": 6,
      "minLength": 2,
      "description": "HS2, HS4, or HS6 product code."
    }
  }
}

list_trade_datasets

List every approved commerce-data dataset available through the public MCP surface.

read-only

No arguments.

Input schema (JSON)

{
  "type": "object",
  "title": "list_trade_datasetsArguments",
  "properties": {}
}

lookup_countries

Find country names and ISO3 codes used in Yugalinks commerce data.

read-only

Argument	Type	Description
q	any	Optional text filter.
limit	integer	Maximum number of rows to return.
country_iso3	any

Input schema (JSON)

{
  "type": "object",
  "title": "lookup_countriesArguments",
  "properties": {
    "q": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 160
        },
        {
          "type": "null"
        }
      ],
      "title": "Q",
      "default": null,
      "description": "Optional text filter."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of rows to return."
    },
    "country_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Country Iso3",
      "default": null
    }
  }
}

lookup_products

Find HS product codes and descriptions used in Yugalinks commerce data.

read-only

Argument	Type	Description
q	any	Optional text filter.
limit	integer	Maximum number of rows to return.
offset	integer	Number of rows to skip.
hs_code	any

Input schema (JSON)

{
  "type": "object",
  "title": "lookup_productsArguments",
  "properties": {
    "q": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 160
        },
        {
          "type": "null"
        }
      ],
      "title": "Q",
      "default": null,
      "description": "Optional text filter."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of rows to return."
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0,
      "maximum": 10000,
      "minimum": 0,
      "description": "Number of rows to skip."
    },
    "hs_code": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^\\d{2,6}$",
          "maxLength": 6,
          "minLength": 2,
          "description": "HS2, HS4, or HS6 product code."
        },
        {
          "type": "null"
        }
      ],
      "title": "Hs Code",
      "default": null
    }
  }
}

search_trade_datasets

Search selected approved commerce datasets without exposing storage details.

read-only

Argument	Type	Description
q	any	Optional text filter.
year	any	Reporting year from 1995 through 2024.
limit	integer	Maximum rows returned for each selected dataset.
scope	any	Optional text filter.
offset	integer	Number of rows to skip.
hs_code	any
country_iso3	any
dataset_keys*	array	One to eight dataset keys returned by list_trade_datasets.
exporter_iso3	any
importer_iso3	any

Input schema (JSON)

{
  "type": "object",
  "title": "get_lane_riskArguments",
  "properties": {
    "q": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 160
        },
        {
          "type": "null"
        }
      ],
      "title": "Q",
      "default": null,
      "description": "Optional text filter."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 50,
      "maximum": 100,
      "minimum": 1,
      "description": "Maximum number of rows to return."
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0,
      "maximum": 10000,
      "minimum": 0,
      "description": "Number of rows to skip."
    },
    "hs_code": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^\\d{6}$",
          "maxLength": 6,
          "minLength": 6,
          "description": "Six-digit HS code."
        },
        {
          "type": "null"
        }
      ],
      "title": "Hs Code",
      "default": null
    },
    "hs_chapter": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^\\d{2}$"
        },
        {
          "type": "null"
        }
      ],
      "title": "Hs Chapter",
      "default": null,
      "description": "Two-digit HS chapter."
    },
    "risk_driver": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 160
        },
        {
          "type": "null"
        }
      ],
      "title": "Risk Driver",
      "default": null
    },
    "current_only": {
      "type": "boolean",
      "title": "Current Only",
      "default": true
    },
    "exporter_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Exporter Iso3",
      "default": null
    },
    "importer_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Importer Iso3",
      "default": null
    },
    "min_trade_usd": {
      "anyOf": [
        {
          "type": "number",
          "minimum": 0
        },
        {
          "type": "null"
        }
      ],
      "title": "Min Trade Usd",
      "default": null
    },
    "attention_level": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 120
        },
        {
          "type": "null"
        }
      ],
      "title": "Attention Level",
      "default": null
    }
  }
}

{
  "type": "object",
  "title": "search_trade_datasetsArguments",
  "required": [
    "dataset_keys"
  ],
  "properties": {
    "q": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 160
        },
        {
          "type": "null"
        }
      ],
      "title": "Q",
      "default": null,
      "description": "Optional text filter."
    },
    "year": {
      "anyOf": [
        {
          "type": "integer",
          "maximum": 2024,
          "minimum": 1995
        },
        {
          "type": "null"
        }
      ],
      "title": "Year",
      "default": null,
      "description": "Reporting year from 1995 through 2024."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 10,
      "maximum": 25,
      "minimum": 1,
      "description": "Maximum rows returned for each selected dataset."
    },
    "scope": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 160
        },
        {
          "type": "null"
        }
      ],
      "title": "Scope",
      "default": null,
      "description": "Optional text filter."
    },
    "offset": {
      "type": "integer",
      "title": "Offset",
      "default": 0,
      "maximum": 10000,
      "minimum": 0,
      "description": "Number of rows to skip."
    },
    "hs_code": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^\\d{2,6}$",
          "maxLength": 6,
          "minLength": 2,
          "description": "HS2, HS4, or HS6 product code."
        },
        {
          "type": "null"
        }
      ],
      "title": "Hs Code",
      "default": null
    },
    "country_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Country Iso3",
      "default": null
    },
    "dataset_keys": {
      "type": "array",
      "items": {
        "type": "string",
        "pattern": "^[a-z0-9_]+$",
        "maxLength": 80,
        "minLength": 1,
        "description": "Stable dataset key returned by list_trade_datasets."
      },
      "title": "Dataset Keys",
      "maxItems": 8,
      "minItems": 1,
      "description": "One to eight dataset keys returned by list_trade_datasets."
    },
    "exporter_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Exporter Iso3",
      "default": null
    },
    "importer_iso3": {
      "anyOf": [
        {
          "type": "string",
          "pattern": "^[A-Za-z]{3}$",
          "maxLength": 3,
          "minLength": 3,
          "description": "Three-letter ISO country code, for example IND or DEU."
        },
        {
          "type": "null"
        }
      ],
      "title": "Importer Iso3",
      "default": null
    }
  }
}