The real catalog of tools for AI agents

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

46,632real tools

30,804callable over HTTPS

20,968measured

7,072proven reliable

Geocoding: address ↔ coordinates (Faceabot) Reliable (measured) · 100% over 5 checks Does the job (tested) · 5/5

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

opencage-geocoding Not measured yet

Convert addresses to coordinates and reverse-geocode locations worldwide

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

Zovo Address Geocoder Being measured · 100% over 1 checks

US address lists to geography

MCP endpoint : https://census-geocode.zovo.one/mcp · website · measurements and details

LatLng Reliable (measured) · 100% over 9 checks

Geocoding, reverse geocoding, and places search for LatLng.

MCP endpoint : https://mcp.latlng.work/mcp · 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

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

Geocoding & Weather Reliable (measured) · 100% over 22 checks

Geocoding, weather forecasts, and timezone lookups

MCP endpoint : https://geo.memoryapi.org/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

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

mcp-server Being measured · 0% over 1 checks

Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc.

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

Pinloft: Batch Geocoder — Address to Lat/Long + Census FIPS Being measured · 50% over 2 checks

Pinloft: US address to lat/lon, county, FIPS; reverse geocoding. Free, no key.

MCP endpoint : https://pinloft.cybermax-tools.workers.dev/mcp · website · measurements and details

Geocoding Not measured yet

Forward and reverse geocoding, place search, and distance via OpenStreetMap Nominatim. No key.

Package npm : geocode-mcp · website · measurements and details

Pinloft: Batch Geocoder — Address to Lat/Long + Census FIPS Flaky · 92% over 12 checks

Pinloft: US address to lat/lon, county, FIPS; reverse geocoding. Free, no key.

MCP endpoint : https://pinloft.cybermax-tools.workers.dev/mcp?via=mcp-registry · website · measurements and details

google-maps Not measured yet

Geocode addresses, calculate directions, and search places with maps and routing

Package pypi : mcparmory-google-maps · 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

nominatim-mcp Not measured yet

OpenStreetMap Nominatim geocoding and reverse geocoding (merged).

Package npm : nominatim-mcp · website · measurements and details

AtlasFetch Not measured yet

Coordinates to places and streets, ZA addresses to points, and routes around your own geofences.

Package npm : atlasfetch-mcp · website · measurements and details

geolocation-mcp Not measured yet

Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation API

Package oci : ghcr.io/wtronk/geolocation-mcp:v1.0.0 · website · measurements and details

Google_maps Being measured · 0% over 2 checks

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

MCP endpoint : https://gateway.pipeworx.io/google_maps/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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