The real catalog of tools for AI agents

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

47,766real tools

31,719callable over HTTPS

21,475measured

6,595proven reliable

Geocoding: address ↔ coordinates (Faceabot) Reliable (measured) · 100% over 40 checks Does the job (tested) · 40/40

Geocode an address or place name to latitude/longitude, and reverse geocode coordinates to an address. Worldwide, any language, OpenStreetMap data. Free, no API key.

MCP endpoint : https://faceabot.com/tools-mcp/geocode · website · measurements and details

OpenGeocoding Being measured · 0% over 1 checks

Geocode addresses, autocomplete searches and reverse geocode coordinates on open data. Free tier.

MCP endpoint : https://opengeocoding.com/mcp · website · measurements and details

opencage-geocoding Not measured yet

Convert addresses to coordinates and reverse-geocode locations worldwide

Package pypi : mcparmory-opencage-geocoding · website · measurements and details

census-geo-mcp Not measured yet

Census Bureau geocoding API: address to coordinates and census geography.

Package npm : census-geo-mcp · website · measurements and details

GeoGridAPI Private (key required)

Google Maps local rank grids for any Google Business Profile, paid per point, no subscription.

MCP endpoint : https://api.geogridapi.io/mcp · website · measurements and details

MapTiler MCP by usefulapi Flaky · 90% over 10 checks Fails real tasks · 0/4

Geocoding, elevation, IP geolocation and coordinate transforms from the MapTiler Cloud API.

MCP endpoint : https://maptiler.usefulapi.io/mcp · website · measurements and details

Location and Timezone MCP Server by RoxyAPI Reliable (measured) · 100% over 51 checks Fails real tasks · 0/51

City geocoding and timezone resolution for birth data, for AI agents, one API key.

MCP endpoint : https://roxyapi.com/mcp/location · website · measurements and details

geocode Being measured · 0% over 1 checks

Worldwide place search with coordinates (Open-Meteo) — paid per call (x402/credits), 1 tools

MCP endpoint : https://hawker-gateway.fly.dev/mcp/geocode · measurements and details

mcp-ip-geolocation Flaky · 80% over 5 checks Fails real tasks · 0/4

Resolves IP autonomous system numbers (ASN) and geographic coordinates.

MCP endpoint : https://mcp-ip-geolocation.stubby76.workers.dev/mcp · website · measurements and details

OSRMRoute Private (key required)

Routing, geocoding, places, matrix and map tools for location-aware AI workflows.

MCP endpoint : https://osrmroute.com/api/mcp · website · measurements and details

Geodistance Being measured · 0% over 1 checks

Geographic coordinate math MCP.

MCP endpoint : https://gateway.pipeworx.io/geodistance/mcp · website · measurements and details

DaedalMap Reverse Geocoding (coordinates to loc_id) Flaky · 80% over 5 checks Does the job (tested) · 4/4

Convert WGS84 coordinates to the latest available administrative loc_id chain.

MCP endpoint : https://app.daedalmap.com/mcp/reverse-geocoding · website · measurements and details

Japan Address & Geocoding Being measured · 0% over 1 checks

Japanese address search and geocoding (official address registry): postal codes and coordinates.

MCP endpoint : https://jusho-mcp.easakura.workers.dev/mcp · measurements and details

Japan Address & Geocoding Being measured · 0% over 1 checks

Japanese address search and geocoding (official address registry): postal codes and coordinates.

MCP endpoint : https://jusho-mcp.plus-synergy.workers.dev/mcp · measurements and details

Restaurants, hotels, museums & places nearby (Faceabot) Reliable (measured) · 100% over 41 checks Does the job (tested) · 40/40

Find restaurants, cafes, hotels, museums, pharmacies, ATMs and other places in any city or near you, with address, opening hours and map link. OpenStreetMap, worldwide. Free, no API key.

MCP endpoint : https://faceabot.com/tools-mcp/places · website · measurements and details

loc8n Geographic Data Being measured · 0% over 1 checks

U.S. demographics, housing, mortgage, migration, and employment data via loc8n API

MCP endpoint : https://mcp.loc8n.com/sse · website · measurements and details

Earthquakes today (USGS) Reliable (measured) · 100% over 10 checks Does the job (tested) · 10/10

Recent earthquakes worldwide or near any place: magnitude, location, depth, tsunami flag, from the USGS real-time catalog, last 30 days. Free, no API key.

MCP endpoint : https://faceabot.com/tools-mcp/earthquakes · website · measurements and details

Google_maps Failing · 0% over 3 checks

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

MCP endpoint : https://gateway.pipeworx.io/google_maps/mcp · website · measurements and details

geo: URI coordinate shape, value discarded Not measured yet

geo: URI coordinate shape, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/geo-uri/mcp · website · measurements and details

DaedalMap Geography Tools (loc_id) Flaky · 80% over 5 checks Does the job (tested) · 4/4

Resolve coordinates and geographic identifiers to loc_id, crosswalks, and bounded shapes.

MCP endpoint : https://app.daedalmap.com/mcp/geography · 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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