Geospatial & Mapping MCP Servers — Mapbox, NASA, Google Earth Engine, QGIS, and More

Geospatial and mapping is one of the richest MCP categories we've reviewed. AI agents that can geocode addresses, calculate routes, process satellite imagery, perform spatial analysis, and generate maps through natural language unlock workflows that previously required specialized GIS training. We reviewed 30+ servers across six areas: commercial mapping platforms, earth observation, open-source mapping, GIS operations, government data, and data conversion. The Headline Findings Mapbox now offers two official MCP servers — the main server with 20 tools plus hosted endpoint at mcp.mapbox.com, and the DevKit for developer workflows Earth observation arrives — NASA has an official Earthdata MCP, Google Earth Engine gets community servers (Axion Planetary leads with 112 stars and 30+ tools) gis-mcp has the deepest GIS integration with 100+ tools across six Python libraries QGIS MCP streamlined from 36 to 7 super-tools in v1.0.1 for better LLM accuracy Google Maps still has no official MCP