The LatLong Maps MCP server,
connected in one click.
Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language. Connect the official LatLong Maps 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 LatLong Maps 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 latlong-maps https://geocp.latlong.ai/mcp/Run in your terminal, then restart Claude Code.
LatLong Maps · https://geocp.latlong.ai/mcp/
What your AI can do with LatLong Maps
Real prompts you can type the moment it's connected — no setup, no docs to read.
“Use “get_capabilities”: Return the server's capability matrix (supported map types, geo types, output formats, and classification methods).”
“Use “get_index”: Get computed index scores for regions. Returns rankings + render_map_input payload. MODES: - mode="rank" (default): Top N regions ranked.”
“Use “list_geographies”: List supported India geographic region types (state, district, city, AC, PC, SCR, PINCODE) with coverage notes.”
“Use “list_indices”: List all available computed indices with descriptions and supported geographic levels.”
How secure is the LatLong Maps MCP server?
Every server in the gate directory has to pass the same four checks before your AI can touch it. Here's how LatLong Maps holds up.
Official endpoint
Operated by LatLong Maps (latlong.ai) 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 LatLong Maps 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 LatLong Maps
Choose LatLong Maps in the gate directory. No sign-in needed.
Use it anywhere
LatLong Maps'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 LatLong Maps exposes
Fetched live from the official endpoint and re-checked daily by gate — not marketing copy.
get_capabilities — Return the server's capability matrix (supported map types, geo types, output formats, and classification methods).
get_index — Get computed index scores for regions. Returns rankings + render_map_input payload. MODES: - mode="rank" (default): Top N regions ranked
list_geographies — List supported India geographic region types (state, district, city, AC, PC, SCR, PINCODE) with coverage notes.
list_indices — List all available computed indices with descriptions and supported geographic levels.
render_map — Render a map from structured JSON data. Returns SVG markup by default with metadata (render_id, join_summary, unmatched_geos, warnings). Set
validate_map — Validate whether a dataset can be rendered as a map. Runs geo matching and config resolution without generating an image. Returns valid/warn
Who runs the LatLong Maps MCP server?
The LatLong Maps MCP server at a glance
https://geocp.latlong.ai/mcp/Questions, answered
Is there an official LatLong Maps MCP server?
Yes — LatLong Maps operates its own remote MCP server at geocp.latlong.ai. 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 LatLong Maps to Claude or ChatGPT?
Add gate's gateway URL to your AI client once, then pick LatLong Maps in the directory. No account or sign-in is needed. From then on, LatLong Maps's tools are available in every client you've connected to gate.
Do I need to host anything?
No. LatLong Maps runs the server, and gate is fully managed. You just connect one URL — there's nothing to install, deploy, or maintain.
Is the LatLong Maps 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 LatLong Maps in minutes. No credit card required.
Connect more than just LatLong Maps
Every server below works through the same gateway URL — connect once, add tools anytime.
Squarespace DomainsDesignView →Set up LatLong Maps in: Claude · Claude Code · ChatGPT · Cursor · VS Code