Analytics
spatialindia.com
Provides district-level indicator data and tools for querying, comparing, ranking districts, and explaining methodology.
ENDPOINT 1
https://api.spatialindia.com/mcp
MCP server metadata
- Name
- spatial-india
- Version
- 1.0.0
District-level open data for India, from the Census, NFHS-5, NCRB, RBI, the Agricultural Census and others. Indicator ids are not guessable — start with find_indicator. Every value carries its source, vintage, caveat and a per-district estimated flag; quote them rather than the bare number, and end an answer with build_map_link.
Known tools 6
find_indicatorUse FIRST, before any other tool, whenever a question names a subject rather than an indicator id — "stunting", "land inequality", "bank credit".
Inferred read-onlyget_districtUse when the question is about one named place — "tell me about Bilaspur", "what is Pune's literacy rate".
Inferred read-onlycompare_districtsUse when the question names two or more places and asks how they differ — "compare Pune and Nagpur on literacy and bank credit".
Inferred read-onlyrank_districtsUse for best/worst/highest/lowest questions over many districts — "worst 20 districts for child stunting in Uttar Pradesh".
Inferred read-onlyget_methodologyUse 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.
Inferred read-onlybuild_map_linkUse 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.
Inferred read-onlyCONNECT WITH APPROVAL
Client installation
Review this server and its permissions before adding it. Secret placeholders must be set locally.
Codex
~/.codex/config.toml
[mcp_servers.spatial-india]
url = "https://api.spatialindia.com/mcp"
enabled = true
Claude Code
.mcp.json
{
"mcpServers": {
"spatial-india": {
"type": "http",
"url": "https://api.spatialindia.com/mcp"
}
}
}
Claude Desktop
Settings → Connectors → Add custom connector
Name: spatial-india
Remote MCP URL: https://api.spatialindia.com/mcp
Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.
Cursor
.cursor/mcp.json
{
"mcpServers": {
"spatial-india": {
"url": "https://api.spatialindia.com/mcp"
}
}
}
Visual Studio Code
.vscode/mcp.json
Add to Visual Studio Code{
"servers": {
"spatial-india": {
"type": "http",
"url": "https://api.spatialindia.com/mcp"
}
}
}
Generic MCP
Client-specific MCP configuration
{
"name": "spatial-india",
"transport": "streamable-http",
"url": "https://api.spatialindia.com/mcp"
}
MCP Inspector
Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.
TRUST AND VERIFICATION EVIDENCE
Loading Trust v2 evidence…
Checking the associated registrable domain. The BuiltWith key remains server-side.
Evidence is source-attributed and does not guarantee that a third-party server is safe. Risk labels are conservative metadata heuristics.