MCP servers
Geoprocessing
Hosted MCP for Wherobots Cloud (Sedona): catalog browsing, Spatial SQL generation and execution.
Elevation / Terrain
Deterministic geoprocessing (buffers, overlays, zonal stats, terrain, hydrology) with provenance.
Cartography
Manage GeoServer via REST: workspaces, layers, styles, CQL and WMS/WFS.
QGIS Python plugin that runs a socket server, paired with the qgis-mcp MCP server.
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.
PostGIS MCP server with safe spatial SQL, schema introspection and QGIS-visible layer publishing.
GDAL
Raster and vector geoprocessing via Rasterio, GeoPandas and PyProj, with reflection middleware for safer agent calls.
Agentic spatial-SQL plugin: writes engine-correct SQL for PostGIS, BigQuery, Snowflake and Wherobots with an optional map in the loop via Dekart.