Labsco
MCP SERVER

Geospatial MCP Server

by AiAgentKarl

Turn a place name into coordinates, coordinates into an address, and a map area into the list of what is in it.

Geospatial & Mapping Data
Summary
Map questions answered without a key or a billing account.

Geocoding usually means signing up for a commercial API before the first request. This runs on OpenStreetMap's public services, which makes it the low-friction option for prototypes, one-off questions and anything where a map lookup is a side task rather than the product.

What it is

A geospatial MCP server backed by OpenStreetMap — Nominatim for geocoding and Overpass for area queries — covering geocoding, points of interest, distance and administrative boundaries.

What you get
  • Address and place-name lookup in both directions: a name resolved to coordinates, and coordinates resolved back to an address
  • Nearby points of interest by category — restaurants, hospitals, schools and the rest — around a point you give
  • Points of interest searched by keyword within an area, when the category list is not what you are after
  • Distance and bearing between two points
  • Population, area and type information for a named place
  • The administrative boundaries of a place, for questions about what is inside which jurisdiction
Requirements

Pip install geospatial-mcp-server, or run it with uvx straight from the client config. No API key — it uses the public OpenStreetMap Nominatim and Overpass services.

Setup effort

One command — uvx geospatial-mcp-server