MCP servers and skills: search, filter by where they run, and compare.
A curated, tracked list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation work — geocoding, routing, PostGIS, STAC/imagery, QGIS/ArcGIS, weather, and the comm
SkillMIT★ 244No key
Retired geospatial product: map workflows, FastAPI/GeoPandas backend, and Python MCP server. Source retained.
MCPLink onlyFew stars
Open source alternative of Palantir Gotham 🌟 Star if you like it! 🌟'
SkillMIT★ 5No key
Headless OpenOrienteering Mapper base-layer preparation optimized for Czech Republic data sources
SkillMIT★ 2Few starsNo key
Retail commercial catchment area & foot-traffic profiler (Carto / Atlas)
SkillLink only★ 8
Multi-modal travel-time isochrone reachability boundary analyzer (Targomo)
SkillLink only★ 8
Natural language to validated GeoJSON FeatureCollection compiler (Atlas.new)
SkillLink only★ 8
Multi-modal travel-time isochrone reachability boundary analyzer (Targomo)
SkillLink only★ 8
Multi-stop vehicle delivery route optimizer & TSP solver (Route4Me / OSRM)
SkillLink only★ 8
A curated list of Model Context Protocol (MCP) servers for geospatial, GIS, mapping, and earth-observation tasks.
MCPLink onlyFew stars
Always-on 2D lidar SLAM with named places, as a spatial memory for LLM agents
SkillApache-2.0★ 36No key
Model Context Protocol server for USA-NPN Data Web Service API
PythonMIT★ 3Few starsNo key
Agent-driven geospatial analysis: Claude Opus 5 orchestrating QGIS through the Model Context Protocol to audit and correct a multi-criteria flood model.
MCPLink onlyFew stars
Facts-driven job application autofill for Greenhouse, Ashby, Lever, and Workable. ~99% fewer tokens than agent loops, with deterministic mapping, verified fills, and no invented answers.
SkillMIT★ 5No key
Map, graph and audit AWS, Azure and GCP from one CLI. Builds a topology graph, runs Prowler/Checkov/Trivy, tags findings against 28 compliance frameworks, and exports HTML reports, RDF ontologies, RAG
PythonMIT★ 4Few starsNo key
Runtime security testing for Model Context Protocol servers - 138 attack payloads across 14 vulnerability categories
PythonMIT★ 2Few starsNo key
MCP server for the KEGG bioinformatics REST API — 33 tools, structured Pydantic output, TTL caching. Python implementation.
PythonMIT★ 3Few starsNo key
A Model Context Protocol (MCP) server providing TomTom's MOVE traffic analytics services, including past, present and future traffic data to AI agents.
Node.jsApache-2.0★ 6No key
Static security auditor for AI-agent configuration: Claude Code, MCP servers, Cursor, Codex, Copilot, Gemini CLI and more. 116 rules, SARIF output, OWASP LLM Top 10 mapping.
GoApache-2.0★ 8No key
My AI agent skillz. There are many like them but these are mine.
SkillMIT★ 5No key
Open-source fraud intelligence exchange: 86 threat paths, 141 fraud types, and 36 baselines mapped across 7 frameworks — with STIX 2.1, MISP, TAXII exports and an MCP server for AI-assisted analysis.
SkillMIT★ 5No key
Compile long agent requests into lean, reviewable prompt packets with explicit constraint and authority mapping.
SkillMIT★ 4Few starsNo key
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