{
 "schema_version": 1,
 "generated": "2026-10-26",
 "repo": "sparkgeo/geo-mcp-servers",
 "name": "geo-mcp-servers",
 "owner": "sparkgeo",
 "slug": "sparkgeo-geo-mcp-servers",
 "github": "https://github.com/sparkgeo/geo-mcp-servers",
 "what": "A curated, tracked list of 109 Model Context Protocol servers for geospatial, GIS, mapping, and earth-observation work, with a generated catalog and a Claude Code skill for searching it.",
 "why": "241 stars, launched 85 days ago",
 "language": "Python",
 "requirements": [
  "Git to clone the repo",
  "Python 3 to run the generation and health scripts",
  "Claude Code if you want to use the skill",
  "A web browser to read the catalog README"
 ],
 "audience_note": "Developers and GIS practitioners who need to find or track an MCP server for a geospatial task and want to check its access, deployment, and activity status first.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Software and DevOps",
 "url": "https://dedupedai.com/use-cases/sparkgeo-geo-mcp-servers/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "sparkgeo-geo-mcp-servers--find-offline-geocoding-mcp-server",
   "title": "Find an MCP server for offline or keyless geocoding",
   "best": true,
   "url": "https://dedupedai.com/use-cases/sparkgeo-geo-mcp-servers/find-offline-geocoding-mcp-server/",
   "json": "https://dedupedai.com/use-cases/u/sparkgeo-geo-mcp-servers/find-offline-geocoding-mcp-server.json"
  },
  {
   "id": "sparkgeo-geo-mcp-servers--install-geo-mcp-skill-for-claude-code",
   "title": "Install the catalog skill so Claude Code can search servers",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sparkgeo-geo-mcp-servers/install-geo-mcp-skill-for-claude-code/",
   "json": "https://dedupedai.com/use-cases/u/sparkgeo-geo-mcp-servers/install-geo-mcp-skill-for-claude-code.json"
  },
  {
   "id": "sparkgeo-geo-mcp-servers--check-tracked-servers-are-still-active",
   "title": "Check which tracked geo servers are still maintained",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sparkgeo-geo-mcp-servers/check-tracked-servers-are-still-active/",
   "json": "https://dedupedai.com/use-cases/u/sparkgeo-geo-mcp-servers/check-tracked-servers-are-still-active.json"
  },
  {
   "id": "sparkgeo-geo-mcp-servers--add-new-geo-mcp-server-to-catalog",
   "title": "Add a new geo MCP server to the tracked catalog",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sparkgeo-geo-mcp-servers/add-new-geo-mcp-server-to-catalog/",
   "json": "https://dedupedai.com/use-cases/u/sparkgeo-geo-mcp-servers/add-new-geo-mcp-server-to-catalog.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}