nso-india/esankhyiki-mcp ? reverse-engineered prompt
Reverse engineered prompt
Build me a Python MCP server for India’s MoSPI statistics APIs, so an AI assistant can ask for official government data in plain English and get back useful numbers for things like employment, inflation, GDP, education, health, energy, agriculture, and household surveys.
I want it to feel ready to run locally and in Docker, with clear setup from a simple config file. Please include the main MCP tools needed for a smooth query flow, validation for API parameters, and good error messages when a request is wrong or the data is unavailable. Also make sure it has logging and observability so I can see what the server is doing. If you need to check the latest FastMCP or MCP docs while wiring it up, go ahead.
Please keep it production friendly, add tests, and make the README clear enough that someone can connect it from an MCP client like Claude or Cursor without much fuss.