{"repo":"worldbank/data360-mcp","free":true,"listed":false,"github":"https://github.com/worldbank/data360-mcp","clone":"git clone https://github.com/worldbank/data360-mcp.git","description":"Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to the World Bank's Data360 Platform. Search, validate, and retrieve development indicators—from GDP and poverty to gender equality and climate—with structured metadata and time-series data, without hallucinating values.","language":"Python","stars":34,"topics":["ai","ai-agents","aifordata","data360","dataforai","llm","mcp","open-data","wdi","worldbank"],"license":null,"category":"ai-agents","readme_excerpt":"Data360 MCP Server A Model Context Protocol (MCP) server that gives LLM agents direct access to the World Bank's Data360 Platform. Agents can search, validate, and retrieve development indicators—covering topics from GDP and poverty to gender equality and climate—without hallucinating data values. Audience : Developers building AI agents and chatbots that need reliable, structured access to World Bank development data. --- Key Features - Smart indicator discovery — search across hundreds of indicators with enriched metadata and country coverage checks - Rich metadata retrieval — fetch methodology, definitions, limitations, and statistical concepts on demand - Reliable time-series data — query historical data points with filters for country, time period, sex, age, and urbanization - LLM-optimized resources — built-in system prompts, codelists, and chain-of-thought guidance for chatbot integration - Agent-friendly design — significant \"glue\" logic makes the raw Data360 API composable and safe for LLM tool use --- Getting Started Prerequisites - Python 3.11+ - uv (recommended) — or pip Installation With uv (recommended): With pip: Configuration Copy the example environment file and adjust as needed: Variable Description Default --- --- --- DATA360 API BASE URL Base URL for the World Bank Data360 API https://data360api.worldbank.org MCP PORT Port for the MCP server 8000 MCP TRANSPORT Transport protocol ( http or sse ) http MCP CHARTS API URL Optional URL for an external chart ren","default_branch":null,"files":null,"tree":[],"storefront":"/r/worldbank","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/worldbank/data360-mcp/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}