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The real catalog of tools for AI agents

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

45,319real tools
29,744callable over HTTPS
19,983measured
6,827proven reliable
Mapsource OpenStreetMap & Geospatial APIs Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

OpenStreetMap queries, maps/styles, search, routing, terrain, analysis, pipelines, and rendering.

MCP endpoint : https://api.mapsource.io/mcp · website · measurements and details
ShowMeOnMap Flaky · 90% over 10 checks

Ask in plain English, get a rendered, shareable map from live public data. 24 geospatial tools.

MCP endpoint : https://showmeonmap.com/api/mcp · website · measurements and details
Google_maps Being measured · 0% over 1 checks

Google Maps MCP Pack — geocoding, places, directions, distance matrix, elevation.

MCP endpoint : https://gateway.pipeworx.io/google_maps/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
HasData Google Maps Flaky · 92% over 13 checks Real task being tested · 0/1

Google Maps places, reviews, contributor history, photos and posts as JSON. No Google Cloud.

MCP endpoint : https://mcp.hasdata.com/mcp?apis=google_maps · website · measurements and details
Geobble Private (key required)

Geospatial workspace: manage sources and maps, run spatial analysis, and publish interactive maps

MCP endpoint : https://api.geobble.com/mcp · website · measurements and details
DaedalMap Disaster and Geospatial Data Flaky · 93% over 15 checks Does the job (tested) · 14/14

Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries.

MCP endpoint : https://app.daedalmap.com/mcp · website · measurements and details
source-map-parser-mcp Not measured yet

Parse JavaScript error stack traces back to original source code using source maps

Package npm : source-map-parser-mcp · website · measurements and details
Aeralas Maps Reliable (measured) · 100% over 12 checks Does the job (tested) · 12/12

Print-ready annotated aerial maps of US addresses for real estate and engineering, paid via x402.

MCP endpoint : https://maps.aeralas.com/mcp · website · measurements and details
mcp Flaky · 86% over 7 checks

Ground your AI applications with trusted geospatial data from Google Maps.

MCP endpoint : https://mapstools.googleapis.com/mcp · measurements and details
map-traveler-mcp Not measured yet

Virtual traveler library for MCP

Package npm : @mfukushim/map-traveler-mcp · website · measurements and details
Maps Harvest Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Local business data from Google Maps: ratings, reviews, businesses without a website.

MCP endpoint : https://www.mapsharvest.com/mcp · website · measurements and details
Electricity Maps Being measured · 0% over 1 checks

Electricity Maps MCP — real-time electricity-grid carbon intensity + power

MCP endpoint : https://gateway.pipeworx.io/electricity-maps/mcp · website · measurements and details
Google Maps Scraper Private (key required) · 0% over 1 checks

Live Google Maps business search, review, and photo data for AI agents over MCP.

MCP endpoint : https://cloud.gmapsextractor.com/api/mcp · website · measurements and details
Usgs National Map Being measured · 0% over 1 checks

USGS The National Map (TNM) Access API MCP

MCP endpoint : https://gateway.pipeworx.io/usgs-national-map/mcp · website · measurements and details
Google Maps Scraper Private (key required)

Google Maps places and leads: phone, website, address, rating, reviews, hours, emails.

MCP endpoint : https://mcp.apify.com/?tools=sauliusautomatesit/google-maps-scraper-api · website · measurements and details
Execute ambient-occlusion-map-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for ambient-occlusion-map-mcp.

MCP endpoint : https://api.m2mcent.com/ambient-occlusion-map-mcp/sse · measurements and details
Execute depth-map-estimator-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for depth-map-estimator-mcp.

MCP endpoint : https://api.m2mcent.com/depth-map-estimator-mcp/sse · measurements and details
Execute displacement-height-map-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for displacement-height-map-mcp.

MCP endpoint : https://api.m2mcent.com/displacement-height-map-mcp/sse · measurements and details
Execute drone-map-stitcher-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for drone-map-stitcher-mcp.

MCP endpoint : https://api.m2mcent.com/drone-map-stitcher-mcp/sse · 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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