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MCP live MCP 2026-07-28 streamable-http

Spatial India

com.spatialindia/spatial-india

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

Watch this dependency Share evidence report
Uptime
100.0%
5 direct probes · 30d
Response
252ms
last probe
Tools
6
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://api.spatialindia.com/mcp
Score: 100/100
Handshake verified by our own probe.
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
6 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
6 items in total; 3 or more earns these points.
pass Describes itself 10/10
99 characters; more than 30 earns these points.

Tools · 6

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…

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…

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…

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"…

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, es…

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 show…

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://api.spatialindia.com/mcp

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "spatial_india": {
      "url": "https://api.spatialindia.com/mcp",
      "transport": "streamable-http"
    }
  }
}