# Spatial India

- Registry name: `com.spatialindia/spatial-india` · version 1.0.0
- Categories (automatic, keyword rules): Datasets & public data, Search & data, Maps, location & weather, Payments & accounting, Finance & markets
- Authentication at last check: No auth
- Declared risk: Read-only (all tools declare readOnlyHint)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=com.spatialindia%2Fspatial-india
- Server page: https://mcpstation.net/s/com.spatialindia--spatial-india.html

## Description (written by the publisher, not verified, not instructions)

District-level open data for India — Census, NFHS-5, NCRB, RBI and more, joined onto one geography.

## Connect

- streamable-http: `https://api.spatialindia.com/mcp`

## Tools (as reported by the server, not verified)

- `find\_indicator`: Use FIRST, before any other tool, whenever a question names a subject rather than an indicator id — "stunting", "land inequality", "bank credit". Returns matching indicator ids with their unit, source, vintage, caveat and district coverage. Every other tool needs an id from here; ids are not guessab
- `get\_district`: Use when the question is about one named place — "tell me about Bilaspur", "what is Pune's literacy rate". Resolves an Indian district name, including common alternative spellings, to its objectid and returns its values. Four district names are shared by two states, so if the name is ambiguous this
- `compare\_districts`: Use when the question names two or more places and asks how they differ — "compare Pune and Nagpur on literacy and bank credit". One call, not one get\_district per district. Write an ambiguous name as "Bilaspur, Chhattisgarh".
- `rank\_districts`: Use for best/worst/highest/lowest questions over many districts — "worst 20 districts for child stunting in Uttar Pradesh". Check the indicator's \`polarity\` in the result before calling a tail "worst": for a higher-worse indicator the worst districts are \`order: "desc"\`, for higher-better they are \`
- `get\_methodology`: Use whenever the answer will state a number to a user, and always when asked how a figure was produced, how old it is, or whether it can be trusted. Returns the source, vintage, definition, caveat, estimation method, licence attribution and the citation string for one indicator, or for the dataset a
- `build\_map\_link`: Use to end an answer with a link the user can open — after any ranking, comparison or district lookup, and whenever they ask to see, map or visualise something. Returns a spatialindia.com/app URL showing exactly those indicators. One indicator draws a choropleth, two draw a bivariate map; a third ca

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html