MCP servers
Geocoding
AWS sample Kiro Power hub bundling modular uvx MCP servers for STAC, vector, geocoding, CRS, raster, point cloud, H3 and GeoAI.
GDAL
Full QGIS Desktop in Docker via noVNC as an HTTP MCP (1000+ Processing algorithms).
ArcGIS
~100 ArcGIS Pro / ArcPy tools over stdio with sandboxing.
Elevation / Terrain
Deterministic geoprocessing (buffers, overlays, zonal stats, terrain, hydrology) with provenance.
Cartography
Manage GeoServer via REST: workspaces, layers, styles, CQL and WMS/WFS.
Query and download Microsoft Planetary Computer STAC imagery with previews.
Raster
Search STAC catalogs, check conformance and estimate data size via odc.stac.
MCP bridge driving live QGIS Desktop with 100+ tools via a plugin socket and FastMCP.
92+ geoprocessing tools over Shapely, GeoPandas, PyProj, Rasterio and PySAL for AI agents.
Raster and vector geoprocessing via Rasterio, GeoPandas and PyProj, with reflection middleware for safer agent calls.