ai.latlong/map-mcp
LatLong Maps
ai.latlong/map-mcp costs 1 809 tokens of context per session. It has 5 tool definitions. That is 0.9 % of a 200k window. Measured 2026-10-03.
Turn CSV or Excel data into styled choropleth and categorical maps of India from plain language.
alive probed 2026-10-03 · HTTP 200
5tools
1.8ktokens for the tool definitions
0.9 %of a 200k context window
2.5 sto initialize
264 msto list tools
- Endpoint
- https://geocp.latlong.ai/mcp/ (streamable-http)
- Host
- geocp.latlong.ai
- Protocol
- 2025-11-25
- Reports itself as
- latlong-maps 1.0.0
- Capabilities
- logging, tools
- Instructions
- 22 509 characters
- Website
- https://latlong.ai
- Registry
- active, updated 2026-09-02 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| question_to_map | 824 | 46 % |
| upload_file | 354 | 20 % |
| reverse_geocode | 286 | 16 % |
| geocode | 278 | 15 % |
| get_capabilities | 67 | 4 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:26 | alive | 2.5 s | 5 | 1.8k |
| 2026-10-03 17:45 | alive | 1.2 s | 5 | 1.8k |
Badge
[](https://mcp-pulse.ulehla.dev/s/ai.latlong/map-mcp)