Search / com.spatialindia/spatial-india
protogridR0· no sign-inDistrict-level open data for India — Census, NFHS-5, NCRB, RBI and more, joined onto one geography.
v1.0.0 · active · website · descriptor JSON · versions
{
"mcpServers": {
"spatial-india": {
"type": "http",
"url": "https://api.spatialindia.com/mcp"
}
}
}claude mcp add --transport http spatial-india https://api.spatialindia.com/mcp[mcp_servers.spatial-india]
url = "https://api.spatialindia.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"spatial-india": {
"type": "remote",
"url": "https://api.spatialindia.com/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"spatial-india": {
"type": "http",
"url": "https://api.spatialindia.com/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=spatial-india&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLnNwYXRpYWxpbmRpYS5jb20vbWNwIn0%3D"
}{
"servers": {
"spatial-india": {
"type": "http",
"url": "https://api.spatialindia.com/mcp"
}
}
}{
"mcpServers": {
"spatial-india": {
"httpUrl": "https://api.spatialindia.com/mcp"
}
}
}extensions:
"spatial-india":
enabled: true
name: "spatial-india"
type: streamable_http
uri: "https://api.spatialindia.com/mcp"
timeout: 300
protocol.modernsupports 2026-07-28 (server/discover)protocol.statelessanswers without a sessionprotocol.transportstreamable HTTPprotocol.list_ttltools/list carries no ttlMs, so clients re-fetch itauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotations6 of 6 tools declare readOnlyHint or destructiveHinttools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: find_indicator (destructiveHint, idempotentHint); get_district (destructiveHint, idempotentHint); rank_districts (destructiveHint, idempotentHint); …tools.token_costabout 1,288 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+dns-namespace +website +reachable +uptime-98% ~updated-42d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://api.spatialindia.com/mcp streamable-http | none | yes | 98% | 209 ms | 2026-07-28, 2025-11-25, 2025-06-18, 2025-03-26 | 2026-10-19 |
build_map_linkread-only | 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 cannot be expressed in a link and is reported back as dropped. |
compare_districtsread-only | 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". |
find_indicatorread-only | 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 guessable and inventing one fails. |
get_districtread-only | 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 returns every match with its state and no data: ask the user which one, then call again with `state`. |
get_methodologyread-only | 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 as a whole when no indicator is given. Do not describe a number as measured or estimated without checking here — each district carries its own `estimated` flag. |
rank_districtsread-only | 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 `order: "asc"`. Districts the source never covered sort last in both directions and are never presented as an extreme. |
Schemas: list_tools.
{
"name": "com.spatialindia/spatial-india",
"title": "Spatial India",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://api.spatialindia.com/mcp",
"type": "streamable-http"
}
],
"version": "1.0.0",
"websiteUrl": "https://spatialindia.com/api-platform",
"description": "District-level open data for India — Census, NFHS-5, NCRB, RBI and more, joined onto one geography."
}