BigHugger

MCP servers with a layer_info tool

An MCP server is something you connect an agent to. The registry will tell you a server's name, its version and how to reach it — but not what it can do, which is the only thing you actually want to know. We read that off the repository.

31,279 servers, 76,670 tool names across 6,537 of them, last read 11 September 2026.

A server's tools are not in the registry. We read them from the repository README, which means a list here is what the README documented and an absence is usually silence rather than a server with nothing to offer: 20.9% of servers have a list, and filtering on tools narrows to those. Where a list exists, the page for the server says which part of the README it came from.

  1. swisstopo-mcpio.github.malkreide

    Swiss federal geodata: geocoding, height, STAC, WMTS, OEREB and more

    localstdio27 tools
  2. arcgis-detroitio.github.pipeworx-io

    City of Detroit GIS — Detroit, Michigan open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  3. arcgis-lancasterio.github.pipeworx-io

    Lancaster County GIS — Lancaster County, Pennsylvania open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  4. arcgis-austinio.github.pipeworx-io

    City of Austin GIS — Austin, Texas open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  5. arcgis-alleghenyio.github.pipeworx-io

    Allegheny County GIS — Allegheny County, Pennsylvania open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  6. arcgis-ashevilleio.github.pipeworx-io

    City of Asheville GIS — Asheville, North Carolina open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  7. arcgis-auroraio.github.pipeworx-io

    City of Aurora GIS — Aurora, Colorado open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  8. arcgis-centennialio.github.pipeworx-io

    City of Centennial GIS — Centennial, Colorado open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  9. arcgis-berkscountyio.github.pipeworx-io

    Berks County GIS — Berks County, Pennsylvania open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  10. arcgis-bramptonio.github.pipeworx-io

    City of Brampton GIS — Brampton, Ontario (Canada) open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  11. arcgis-bransonio.github.pipeworx-io

    City of Branson GIS — Branson, Missouri open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  12. arcgis-carlsbadio.github.pipeworx-io

    City of Carlsbad GIS — Carlsbad, California open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  13. arcgis-caryio.github.pipeworx-io

    Town of Cary GIS — Cary, North Carolina open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  14. arcgis-castateparksio.github.pipeworx-io

    California State Parks GIS — California State Parks open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  15. arcgis-cedarparkio.github.pipeworx-io

    City of Cedar Park GIS — Cedar Park, Texas open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  16. arcgis-durhamio.github.pipeworx-io

    Durham City-County GIS — Durham, North Carolina open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  17. arcgis-chapelhillio.github.pipeworx-io

    Town of Chapel Hill GIS — Chapel Hill, North Carolina open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  18. arcgis-charlestonio.github.pipeworx-io

    Charleston County GIS — Charleston County, South Carolina open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  19. arcgis-charlotteio.github.pipeworx-io

    City of Charlotte GIS — Charlotte, North Carolina open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  20. arcgis-chathamio.github.pipeworx-io

    Chatham County GIS — Chatham County, Georgia open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  21. arcgis-chestercountyio.github.pipeworx-io

    Chester County GIS — Chester County, Pennsylvania open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  22. arcgis-coquitlamio.github.pipeworx-io

    City of Coquitlam GIS — Coquitlam, BC (Canada) open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  23. arcgis-courtenayio.github.pipeworx-io

    City of Courtenay GIS — Courtenay, BC (Canada) open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  24. arcgis-cranstonio.github.pipeworx-io

    Cranston GIS — Cranston, Rhode Island open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  25. arcgis-cumberlandio.github.pipeworx-io

    Cumberland County GIS — Cumberland County, North Carolina open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  26. arcgis-cupertinoio.github.pipeworx-io

    City of Cupertino GIS — Cupertino, California open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  27. arcgis-dcio.github.pipeworx-io

    Washington DC GIS — Washington, DC open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  28. arcgis-delawarecoio.github.pipeworx-io

    Delaware County GIS — Delaware County, Indiana open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  29. arcgis-abbotsfordio.github.pipeworx-io

    City of Abbotsford GIS — Abbotsford, BC (Canada) open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  30. arcgis-dublinohio.github.pipeworx-io

    City of Dublin GIS — Dublin, Ohio open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  31. arcgis-adamscountyio.github.pipeworx-io

    Adams County GIS — Adams County, Colorado open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  32. arcgis-albuquerqueio.github.pipeworx-io

    City of Albuquerque GIS — Albuquerque, New Mexico open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  33. arcgis-eaganio.github.pipeworx-io

    City of Eagan GIS — Eagan, Minnesota open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  34. arcgis-eastbatonrougeio.github.pipeworx-io

    East Baton Rouge GIS — East Baton Rouge Parish, Louisiana open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  35. arcgis-fairfaxio.github.pipeworx-io

    Fairfax County GIS — Fairfax County, Virginia open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  36. arcgis-fairfieldio.github.pipeworx-io

    City of Fairfield GIS — Fairfield, California open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  37. arcgis-fallschurchio.github.pipeworx-io

    City of Falls Church GIS — Falls Church, Virginia open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  38. arcgis-fauquierio.github.pipeworx-io

    Fauquier County GIS — Fauquier County, Virginia open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  39. arcgis-flagstaffio.github.pipeworx-io

    City of Flagstaff GIS — Flagstaff, Arizona open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  40. arcgis-fontanaio.github.pipeworx-io

    City of Fontana GIS — Fontana, California open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  41. arcgis-glasgowio.github.pipeworx-io

    Glasgow City Council GIS — Glasgow, Scotland (UK) open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  42. arcgis-glynncountyio.github.pipeworx-io

    Glynn County GIS — Glynn County, Georgia open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  43. arcgis-grandchuteio.github.pipeworx-io

    Town of Grand Chute GIS — Grand Chute, Wisconsin open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  44. arcgis-greenwoodio.github.pipeworx-io

    City of Greenwood GIS — Greenwood, Indiana open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  45. arcgis-harrisburgio.github.pipeworx-io

    City of Harrisburg GIS — Harrisburg, Pennsylvania open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  46. arcgis-hendersonio.github.pipeworx-io

    City of Henderson GIS — Henderson, Nevada open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  47. arcgis-honoluluio.github.pipeworx-io

    Honolulu GIS — Honolulu, Hawaii open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  48. arcgis-houstonio.github.pipeworx-io

    City of Houston GIS — Houston, Texas open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  49. arcgis-hubio.github.pipeworx-io

    ArcGIS Hub — open government geospatial data (search + Feature Service query).

    remotestreamable-http3 tools
  50. arcgis-indianriverio.github.pipeworx-io

    Indian River County GIS — Indian River County, Florida open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  51. arcgis-irvineio.github.pipeworx-io

    City of Irvine GIS — Irvine, California open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  52. arcgis-johnsoncityio.github.pipeworx-io

    City of Johnson City GIS — Johnson City, Tennessee open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  53. arcgis-kamloopsio.github.pipeworx-io

    City of Kamloops GIS — Kamloops, BC (Canada) open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  54. arcgis-kansasio.github.pipeworx-io

    Kansas State GIS — Kansas open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  55. arcgis-kingstonio.github.pipeworx-io

    City of Kingston GIS — Kingston, Ontario (Canada) open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  56. arcgis-kinstonio.github.pipeworx-io

    City of Kinston GIS — Kinston, North Carolina open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  57. arcgis-lacountyio.github.pipeworx-io

    Los Angeles County GIS — LA County, California open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  58. arcgis-lakecountyilio.github.pipeworx-io

    Lake County GIS — Lake County, Illinois open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  59. arcgis-lakelandio.github.pipeworx-io

    City of Lakeland GIS — Lakeland, Florida open geospatial data (ArcGIS).

    remotestreamable-http3 tools
  60. arcgis-dukescountyio.github.pipeworx-io

    Dukes County GIS — Dukes County, Massachusetts open geospatial data (ArcGIS).

    remotestreamable-http3 tools

Browse all 31,279 servers200 at a time, grouped by owner. The list above is the servers with the highest standing; this is every one of them.

Live servers only. The whole corpus is one call away through the search API — including tools=, which is how you ask for a server by what it does rather than by what it is called.