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100
MCP live MCP 2025-11-25 streamable-http

LatLong Maps

ai.latlong/map-mcp

Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.

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Watch this dependency Share evidence report
Uptime
100.0%
5 direct probes · 30d
Response
880ms
last probe
Tools
8
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://geocp.latlong.ai/mcp/
Score: 100/100
Handshake verified by our own probe.
pass Answers the MCP handshake 50/50
The handshake and the list calls succeeded on the primary URL.
pass Lists tools, resources or prompts 30/30
8 tools, 0 resources, 0 prompts returned.
pass 3 or more catalogue items 10/10
8 items in total; 3 or more earns these points.
pass Describes itself 10/10
96 characters; more than 30 earns these points.

Tools · 8

compute_column

Add a column computed from arithmetic over an uploaded file's numeric columns, then map it. Pass file_key, expression and result_column, e.g. {"file_key": "...", "expression": "(revenue - cost) / popu…

geocode

Geocode addresses from an uploaded CSV or XLSX file into latitude/longitude. Pass a file_key from upload_file. Single place, no file: pass only address (e.g. {"address": "India Gate, New Delhi"}). Th…

get_capabilities

Return the server's capability matrix: supported map types, geo types, output formats, classification methods, and the list of tools available in this process (which varies by configuration). Call thi…

pincode_lookup

Look up Indian pincodes: city, district and state. One pincode, no file: {"pincode": "560019"} also returns the post offices it covers with their coordinates. status=not_found means the pincode does …

question_to_map

Render a geographic map from your data. Call upload_file first to ingest a CSV/XLSX file, then pass the returned file_key: {"question": "show total by pincode", "file_key": "mcp-uploads/<user-id>/2026…

reverse_geocode

Turn latitude/longitude coordinates in an uploaded CSV or XLSX into addresses. Pass a file_key from upload_file. Single point, no file: pass only latitude and longitude in decimal degrees (e.g. {"lat…

territory_mapping

Run the territory-management pipeline on a branch file uploaded via upload_file. Hybrid async with three modes: pass file_key to START a job (returns a job_id immediately); pass only job_id on subsequ…

upload_file

Upload a CSV or XLSX file for server-side ingestion under policy (auth, size cap, malware scan, injected-intent scan) and receive a file_key. This is the first step for ANY tool that works on the user…

How to use

Claude Desktop or claude.ai: add a custom connector (Customize → Connectors; on Team and Enterprise plans an owner adds it under Organization settings → Connectors) with this server URL: https://geocp.latlong.ai/mcp/

Cursor or Cline: add to your MCP config:

{
  "mcpServers": {
    "latlong_maps": {
      "url": "https://geocp.latlong.ai/mcp/",
      "transport": "streamable-http"
    }
  }
}