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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,913measured
6,428proven reliable
TerraLab Reliable (measured) · 100% over 29 checks Fails real tasks · 0/29

Map data ready for QGIS: open data extracts, GIS files, coordinates, elevation, French parcels.

MCP endpoint : https://mcp.terra-lab.ai/mcp · website · measurements and details
QFactory Reliable (measured) · 100% over 24 checks Does the job (tested) · 24/24

Read-only QFactory catalog of agent workflows: search, get exact versions, schema, validate YAML.

MCP endpoint : https://qfactory.io/api/mcp · website · measurements and details
CAD2GIS Not measured yet

DWG/DXF to GIS, QGIS delivery and source-preserving CAD tools with validation evidence.

Package mcpb : https://github.com/Mola-maker/CAD2GIS/releases/download/v0.8.0/cad2gis-agent-0.8.0.mcpb · website · measurements and details
Arcgis Kansas Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-kansas/mcp · website · measurements and details
ISO country GI Being measured · 100% over 2 checks

Public ISO 3166-1 record for GI.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-gi/mcp · website · measurements and details
Arcgis Honolulu Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-honolulu/mcp · website · measurements and details
Arcgis Montana Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-montana/mcp · website · measurements and details
The Gastrologer — GI clinical tools for agents Flaky · 92% over 13 checks Does the job (tested) · 12/12

Physician-governed GI tools: claim verification, teaching retrieval, HRM and instrument scoring

MCP endpoint : https://thegastrologer.com/api/mcp · measurements and details
Arcgis Cranston Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-cranston/mcp · website · measurements and details
Openlayer Private (key required)

Inspect AI projects, traces, tests, and governance rules in Openlayer, and debug failing evals.

MCP endpoint : https://mcp.openlayer.com/mcp · website · measurements and details
Arcgis Dc Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-dc/mcp · website · measurements and details
Arcgis Adamscounty Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-adamscounty/mcp · website · measurements and details
Arcgis Allegheny Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-allegheny/mcp · website · measurements and details
Arcgis Fairfield Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-fairfield/mcp · website · measurements and details
Arcgis Aurora Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-aurora/mcp · website · measurements and details
Arcgis Fairfax Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-fairfax/mcp · website · measurements and details
Arcgis Austin Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-austin/mcp · website · measurements and details
Arcgis Berkscounty Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-berkscounty/mcp · website · measurements and details
Arcgis Branson Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-branson/mcp · website · measurements and details
Arcgis Carlsbad Being measured · 0% over 1 checks

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

MCP endpoint : https://gateway.pipeworx.io/arcgis-carlsbad/mcp · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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