Yugalinks Commerce Intelligence
Read-only OECD trade research for countries, products, corridors, lane risk, and opportunities.
Should I use this
Quality & Safety
A
Findings (2)
- LOWTool 'get_global_trade' description lacks action verbin get_global_trade
- LOWTool 'get_product_trade' description lacks action verbin get_product_trade
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
~3,282Tokens (tool definitions)
~2.8 KBTypical response size
Significant attention impact (2.56% of 128k context)
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"yugalinks-commerce": {
"url": "https://www.yugalinks.com/mcp"
}
}
}Remote endpoints
https://www.yugalinks.com/mcpstreamable-httpWhat it can do
Tool inventory
Tools (11)
🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢lookup_countries(q, country_iso3, limit)
Find country names and ISO3 codes used in Yugalinks commerce data.
Input Schema
{
"type": "object",
"properties": {
"q": {
"anyOf": [
{
"maxLength": 160,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional text filter.",
"title": "Q"
},
"country_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Country Iso3"
},
"limit": {
"default": 50,
"description": "Maximum number of rows to return.",
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
}
},
"title": "lookup_countriesArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "lookup_countriesDictOutput"
}🟢lookup_products(q, hs_code, limit, offset)
Find HS product codes and descriptions used in Yugalinks commerce data.
Input Schema
{
"type": "object",
"properties": {
"q": {
"anyOf": [
{
"maxLength": 160,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional text filter.",
"title": "Q"
},
"hs_code": {
"anyOf": [
{
"description": "HS2, HS4, or HS6 product code.",
"maxLength": 6,
"minLength": 2,
"pattern": "^\\d{2,6}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Hs Code"
},
"limit": {
"default": 50,
"description": "Maximum number of rows to return.",
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"description": "Number of rows to skip.",
"maximum": 10000,
"minimum": 0,
"title": "Offset",
"type": "integer"
}
},
"title": "lookup_productsArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "lookup_productsDictOutput"
}🟢list_trade_datasets
List every approved commerce-data dataset available through the public MCP surface.
Input Schema
{
"type": "object",
"properties": {},
"title": "list_trade_datasetsArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "list_trade_datasetsDictOutput"
}🟢search_trade_datasets(dataset_keys, q, year, exporter_iso3, importer_iso3, ...)
Search selected approved commerce datasets without exposing storage details.
Input Schema
{
"type": "object",
"properties": {
"dataset_keys": {
"description": "One to eight dataset keys returned by list_trade_datasets.",
"items": {
"description": "Stable dataset key returned by list_trade_datasets.",
"maxLength": 80,
"minLength": 1,
"pattern": "^[a-z0-9_]+$",
"type": "string"
},
"maxItems": 8,
"minItems": 1,
"title": "Dataset Keys",
"type": "array"
},
"q": {
"anyOf": [
{
"maxLength": 160,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional text filter.",
"title": "Q"
},
"year": {
"anyOf": [
{
"maximum": 2024,
"minimum": 1995,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Reporting year from 1995 through 2024.",
"title": "Year"
},
"exporter_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Exporter Iso3"
},
"importer_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Importer Iso3"
},
"country_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Country Iso3"
},
"hs_code": {
"anyOf": [
{
"description": "HS2, HS4, or HS6 product code.",
"maxLength": 6,
"minLength": 2,
"pattern": "^\\d{2,6}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Hs Code"
},
"scope": {
"anyOf": [
{
"maxLength": 160,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional text filter.",
"title": "Scope"
},
"limit": {
"default": 10,
"description": "Maximum rows returned for each selected dataset.",
"maximum": 25,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"description": "Number of rows to skip.",
"maximum": 10000,
"minimum": 0,
"title": "Offset",
"type": "integer"
}
},
"required": [
"dataset_keys"
],
"title": "search_trade_datasetsArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "search_trade_datasetsDictOutput"
}🟢get_global_trade(year, limit, offset)
Return reported global merchandise-flow totals for a year.
Input Schema
{
"type": "object",
"properties": {
"year": {
"anyOf": [
{
"maximum": 2024,
"minimum": 1995,
"type": "integer"
},
{
"type": "null"
}
],
"default": 2024,
"description": "Reporting year from 1995 through 2024.",
"title": "Year"
},
"limit": {
"default": 50,
"description": "Maximum number of rows to return.",
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"description": "Number of rows to skip.",
"maximum": 10000,
"minimum": 0,
"title": "Offset",
"type": "integer"
}
},
"title": "get_global_tradeArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "get_global_tradeDictOutput"
}🟢get_country_trade(country_iso3, year, limit, offset)
Return reported yearly imports, exports, balance, and growth for a country.
Input Schema
{
"type": "object",
"properties": {
"country_iso3": {
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"title": "Country Iso3",
"type": "string"
},
"year": {
"anyOf": [
{
"maximum": 2024,
"minimum": 1995,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Reporting year from 1995 through 2024.",
"title": "Year"
},
"limit": {
"default": 50,
"description": "Maximum number of rows to return.",
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"description": "Number of rows to skip.",
"maximum": 10000,
"minimum": 0,
"title": "Offset",
"type": "integer"
}
},
"required": [
"country_iso3"
],
"title": "get_country_tradeArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "get_country_tradeDictOutput"
}🟢get_product_trade(hs_code, year, limit, offset)
Return reported yearly global merchandise flows and growth for an HS2, HS4, or HS6 product.
Input Schema
{
"type": "object",
"properties": {
"hs_code": {
"description": "HS2, HS4, or HS6 product code.",
"maxLength": 6,
"minLength": 2,
"pattern": "^\\d{2,6}$",
"title": "Hs Code",
"type": "string"
},
"year": {
"anyOf": [
{
"maximum": 2024,
"minimum": 1995,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Reporting year from 1995 through 2024.",
"title": "Year"
},
"limit": {
"default": 50,
"description": "Maximum number of rows to return.",
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"description": "Number of rows to skip.",
"maximum": 10000,
"minimum": 0,
"title": "Offset",
"type": "integer"
}
},
"required": [
"hs_code"
],
"title": "get_product_tradeArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "get_product_tradeDictOutput"
}🟢get_corridor_trade(exporter_iso3, importer_iso3, year, limit, offset)
Return reported yearly goods-flow values between exporter and importer countries.
Input Schema
{
"type": "object",
"properties": {
"exporter_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Exporter Iso3"
},
"importer_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Importer Iso3"
},
"year": {
"anyOf": [
{
"maximum": 2024,
"minimum": 1995,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Reporting year from 1995 through 2024.",
"title": "Year"
},
"limit": {
"default": 50,
"description": "Maximum number of rows to return.",
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"description": "Number of rows to skip.",
"maximum": 10000,
"minimum": 0,
"title": "Offset",
"type": "integer"
}
},
"title": "get_corridor_tradeArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "get_corridor_tradeDictOutput"
}🟢get_lane_risk(exporter_iso3, importer_iso3, hs_code, hs_chapter, attention_level, ...)
Return reported lane-risk observations for country and product filters.
Input Schema
{
"type": "object",
"properties": {
"exporter_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Exporter Iso3"
},
"importer_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Importer Iso3"
},
"hs_code": {
"anyOf": [
{
"description": "Six-digit HS code.",
"maxLength": 6,
"minLength": 6,
"pattern": "^\\d{6}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Hs Code"
},
"hs_chapter": {
"anyOf": [
{
"pattern": "^\\d{2}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Two-digit HS chapter.",
"title": "Hs Chapter"
},
"attention_level": {
"anyOf": [
{
"maxLength": 120,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Attention Level"
},
"risk_driver": {
"anyOf": [
{
"maxLength": 160,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Risk Driver"
},
"min_trade_usd": {
"anyOf": [
{
"minimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Min Trade Usd"
},
"current_only": {
"default": true,
"title": "Current Only",
"type": "boolean"
},
"q": {
"anyOf": [
{
"maxLength": 160,
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Optional text filter.",
"title": "Q"
},
"limit": {
"default": 50,
"description": "Maximum number of rows to return.",
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"description": "Number of rows to skip.",
"maximum": 10000,
"minimum": 0,
"title": "Offset",
"type": "integer"
}
},
"title": "get_lane_riskArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "get_lane_riskDictOutput"
}🟢get_export_opportunities(exporter_iso3, importer_iso3, hs_code, year, limit, ...)
Return bounded export-opportunity indicators for country and product filters.
Input Schema
{
"type": "object",
"properties": {
"exporter_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Exporter Iso3"
},
"importer_iso3": {
"anyOf": [
{
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Importer Iso3"
},
"hs_code": {
"anyOf": [
{
"description": "HS2, HS4, or HS6 product code.",
"maxLength": 6,
"minLength": 2,
"pattern": "^\\d{2,6}$",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Hs Code"
},
"year": {
"anyOf": [
{
"maximum": 2024,
"minimum": 1995,
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"description": "Reporting year from 1995 through 2024.",
"title": "Year"
},
"limit": {
"default": 50,
"description": "Maximum number of rows to return.",
"maximum": 100,
"minimum": 1,
"title": "Limit",
"type": "integer"
},
"offset": {
"default": 0,
"description": "Number of rows to skip.",
"maximum": 10000,
"minimum": 0,
"title": "Offset",
"type": "integer"
}
},
"title": "get_export_opportunitiesArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "get_export_opportunitiesDictOutput"
}🟢get_lane_page(exporter_iso3, importer_iso3, hs_code)
Read the public machine-readable page for one exporter-importer HS6 lane-risk record.
Input Schema
{
"type": "object",
"properties": {
"exporter_iso3": {
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"title": "Exporter Iso3",
"type": "string"
},
"importer_iso3": {
"description": "Three-letter ISO country code, for example IND or DEU.",
"maxLength": 3,
"minLength": 3,
"pattern": "^[A-Za-z]{3}$",
"title": "Importer Iso3",
"type": "string"
},
"hs_code": {
"description": "Six-digit HS code.",
"maxLength": 6,
"minLength": 6,
"pattern": "^\\d{6}$",
"title": "Hs Code",
"type": "string"
}
},
"required": [
"exporter_iso3",
"importer_iso3",
"hs_code"
],
"title": "get_lane_pageArguments"
}Output Schema
{
"type": "object",
"additionalProperties": true,
"title": "get_lane_pageDictOutput"
}Community
Evidence
Recent observations
verifiedversion not recorded11 tools
verifiedversion not recorded11 tools