"Polygon" matching MCP servers:

Geospatial API tools for AI agents — geocoding, reverse geocoding, routing, isochrone, distance matrix, static maps, H3 hexagons, elevation, GPS map-matching, point-in-polygon, address normalisation, timezone lookup, and batch geocoding. Built on OpenStreetMap infrastructure. Cost-effective alternative to Google Maps API.

MCP server for spatial queries via the Terranode Geospatial API, enabling AI agents to perform point-in-polygon lookups, nearest feature search, distance calculations, and spatial joins.

Enables controlling QGIS to generate thematic maps over a project polygon, automatically styling and clipping layers, creating print layouts, and exporting them as PDF, PNG, JPG, or TIF. It also supports headless operation and map series with one sheet per layer.

Enables querying and exploring the City of Worcester's open data portal (ArcGIS Hub) through natural language, including dataset search, type filtering, schema inspection, spatial point-in-polygon queries, and geocoding.

Enables searching monthly street-level crime, police outcomes, stop and search records, and neighbourhood policing teams published by data.police.uk across England, Wales and Northern Ireland forces plus British Transport Police. Supports flexible area queries by point, polygon, neighbourhood, or whole force over STDIO or Streamable HTTP.

Enables population estimates for any supplied polygon from WorldPop 100m gridded data, for years 2000 to 2020, including age and sex structures.

Description: Query India's open geo data in natural language. 8 tools: list layers, inspect schemas, filter/group any column, point-in-polygon locate, spatial proximity search, downloads in 5 formats. Covers admin boundaries (state to village), city wards, forests, rivers, dams, hospitals, highways, airports, and more.