The Spatial India MCP server,
connected in one click.
District-level open data for India — Census, NFHS-5, NCRB, RBI and more, joined onto one geography. Connect the official Spatial India MCP server to Claude, ChatGPT, or Cursor through gate — one gateway URL, no config files, security-checked.
Free to start · No credit card · No hosting needed
Add Spatial India to your AI in one minute
Pick your client. Copy, paste, done — or let gate handle sign-ins and policies for you.
claude mcp add --transport http spatial-india https://api.spatialindia.com/mcpRun in your terminal, then restart Claude Code.
Spatial India · https://api.spatialindia.com/mcp
What your AI can do with Spatial India
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “find_indicator”: Use FIRST, before any other tool, whenever a question names a subject rather than an indicator id — "stunting", "land inequality", "bank cre.”
“Use “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,.”
“Use “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, n.”
“Use “rank_districts”: Use for best/worst/highest/lowest questions over many districts — "worst 20 districts for child stunting in Uttar Pradesh". Check the indica.”
How secure is the Spatial India MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how Spatial India holds up.
Official endpoint
Operated by Spatial India (spatialindia.com) at its documented MCP endpoint — not a third-party mirror or community re-host.
No sign-in needed
This server only exposes public data — no account and no credentials are involved when you connect.
Scanned before it goes live
gate checks every tool for prompt injection, hidden instructions, data-exfiltration hints, and over-broad permissions before the server is available through your gateway.
Watched for drift
If Spatial India adds or changes tools later, gate re-scans and alerts you — before your AI acts on the change.
Connected in three steps
Connect your gate
Add one gateway URL to Claude, ChatGPT, or any MCP client. One-time setup, about two minutes.
Pick Spatial India
Choose Spatial India in the gate directory. No sign-in needed.
Use it anywhere
Spatial India's tools are live in every AI client you've connected — with rules and logging built in.
Free to start · No credit card · No hosting needed
The actual tools Spatial India exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
find_indicator — Use FIRST, before any other tool, whenever a question names a subject rather than an indicator id — "stunting", "land inequality", "bank cre
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,
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, n
rank_districts — Use for best/worst/highest/lowest questions over many districts — "worst 20 districts for child stunting in Uttar Pradesh". Check the indica
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
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
Who runs the Spatial India MCP server?
The Spatial India MCP server at a glance
https://api.spatialindia.com/mcpQuestions, answered
Is there an official Spatial India MCP server?
Yes — Spatial India operates its own remote MCP server at api.spatialindia.com. gate connects you to that official endpoint and adds security scanning, per-tool access rules, and an activity log on top.
How do I connect Spatial India to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick Spatial India in the directory. No account or sign-in is needed. From then on, Spatial India's tools are available in every client you've connected to gate.
Do I need to host anything?
No. Spatial India runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the Spatial India MCP server safe to connect?
It's the vendor's official endpoint, and gate scans its tools for prompt injection and hidden instructions before it goes live, re-checks it whenever it changes, and lets you allow, block, or require approval for every single tool.
Is it free?
Yes — you can get started with gate for free and connect Spatial India in minutes. No credit card required.
Connect more than just Spatial India
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up Spatial India in: Claude · Claude Code · ChatGPT · Cursor · VS Code