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Spatial India

com.spatialindia/spatial-india · v1.0.0

Measured by MCP Station

Description written by the publisher, not verified

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

Connect

claude mcp add --transport http spatial-india https://api.spatialindia.com/mcp

{
  "mcpServers": {
    "spatial-india": {
      "url": "https://api.spatialindia.com/mcp"
    }
  }
}

Tools as reported by the server

• 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

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