# Spatialindia Spatial India MCP server

Source: https://glimind.com/server/mcp-registry%2Fcom.spatialindia%2Fspatial-india
Registry id: `mcp-registry/com.spatialindia/spatial-india`
Status: live (checked 2026-10-27T07:02:59.374Z)

## Verdict

Spatialindia Spatial India MCP server answered 100% of Glimind's liveness checks over 30 days, better than 42% of MCP servers, with 440 ms median handshake and 0 outages in 90 days. Its agent-readiness grade is A (96/100) across 6 tools, costing an agent about 1,390 tokens to load. Checked every few minutes; no tool is ever called.

## Measurements (30 days)

| Metric | Value | Better than |
|---|---|---|
| Uptime, 30 days | 100% | 42% of MCP servers |
| Median handshake latency | 440 ms | 51% of MCP servers |
| p95 handshake latency | 2385 ms | — |
| Checks in 30 days | 4,962 | — |
| Outages, 90 days | 0 | — |
| Median recovery | — | — |
| Agent-readiness score | 96/100 (A) | 82% of MCP servers |
| Tools | 6 | — |
| Tool-list size for an agent | ~1,390 tokens | 60% of MCP servers |
| Days observed | 29 | — |

## Install

```json
{
  "mcpServers": {
    "spatialindia-spatial-india-mcp-server": {
      "type": "http",
      "url": "https://api.spatialindia.com/mcp"
    }
  }
}
```

Claude Code:

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

## Tools (6)

- `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.
- `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 
- `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 matchi
- `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 al
- `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
- `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 

Measured by Glimind (https://glimind.com): MCP handshake + tool list only, no tool is ever called. CC BY 4.0.