MCP servers
Geoprocessing
Early QGIS Desktop to Claude MCP integration via PyQGIS.
Geocoding
AWS sample Kiro Power hub bundling modular uvx MCP servers for STAC, vector, geocoding, CRS, raster, point cloud, H3 and GeoAI.
Claude Code skill that searches and recommends geospatial MCP servers from the Sparkgeo catalog.
Cartography
19 deterministic Claude Code skills for QGIS and PyQGIS.
Minimal reusable skills for CRS, QA/QC, PostGIS, Snowflake geospatial and geospatial ML.
Claude Code plugin that adds GeoAI skills via the plugin marketplace.
Elevation / Terrain
18 measured GeoAI skills spanning remote sensing, PostGIS, LiDAR, routing and Earth Engine.
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).
ArcGIS
~100 ArcGIS Pro / ArcPy tools over stdio with sandboxing.
Hosted Felt GIS MCP (~30 tools): maps, warehouse SQL, spatial analysis, styling and collaboration.
Remote CARTO platform MCP: warehouse explore, Builder maps, Workflows, spatial SQL, geocode/route and admin.