MCP servers
Cartography
Reproducible GIS workflows across STAC, GeoParquet, COG, DuckDB, PostGIS and GDAL into maps and QGIS.
GDAL
Full QGIS Desktop in Docker via noVNC as an HTTP MCP (1000+ Processing algorithms).
Elevation / Terrain
Deterministic geoprocessing (buffers, overlays, zonal stats, terrain, hydrology) with provenance.
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.