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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
19,887measured
6,168proven reliable
nav-substrate Not measured yet

Relativistic navigation calcs for agents: time dilation, trip planning, chronometry, gamma.

Package pypi : nav-substrate-mcp · website · measurements and details
RouteMyAgent Model Helper Private (key required)

Discover available AI models and delegate analysis or code review from your existing agent.

MCP endpoint : https://routemyagent.dev/mcp · website · measurements and details
navigation-toolkit Not measured yet

Precision aviation flight planning (VFR, METAR/TAF weather, WGS84 routing) and road trip logistics

MCP endpoint : https://mcp-servers.bh.tkllabs.io:9780/navigation-mcp · website · measurements and details
aitrips.io Private (key required)

Plan trips on a map: routed transport, day-by-day itineraries, and a plan you can share.

MCP endpoint : https://www.aitrips.io/api/ai/mcp · 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
trips Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Hand someone a complete trip as a private, editable map link. No account, no API key, no card.

MCP endpoint : https://thistripbtw.us/mcp · website · measurements and details
Rijwind Private (key required)

European maps, geocoding and routing: places, routes, travel times, reachable areas and maps.

MCP endpoint : https://mcp.rijwind.com · website · measurements and details
road-trip-planner Flaky · 86% over 7 checks

Plot an AI-planned road trip onto an editable Stopful map — drive times, hotels & EV chargers.

MCP endpoint : https://stopful.com/api/mcp · website · measurements and details
Raute Route Planner Reliable (measured) · 100% over 7 checks

Plans delivery routes for up to 25 US addresses and 5 drivers, with the stop order and a map.

MCP endpoint : https://www.raute.io/api/mcp/mcp/ · website · measurements and details
MapMap Being measured · 0% over 2 checks

Maps for agents: truck/ADR routing, geocoding, places, matrices, isochrones, EV and fleet planning.

MCP endpoint : https://mcp.mapmap.ai/mcp · website · measurements and details
Trip Done Private (key required)

Plan group trips with friends: create trips, vote on options, build the itinerary, split costs.

MCP endpoint : https://trip-done.com/mcp · website · measurements and details
MyRouteOnline Reliable (measured) · 100% over 18 checks

Multi-stop route optimization, navigation links, and email delivery. Powered by MyRouteOnline.

MCP endpoint : https://planner.myrouteonline.com/ws_api_ai/mcp · website · measurements and details
Goyondo Private (key required)

Trip planner your AI assistant can plan and edit: persistent trips, group plans, booking records.

MCP endpoint : https://goyondo.run/mcp · website · measurements and details
mfukushim-map-traveler-mcp Being measured · 0% over 2 checks

Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on th…

MCP endpoint : https://server.smithery.ai/@mfukushim/map-traveler-mcp/mcp · website · measurements and details
AirTreks MCP Flaky · 86% over 7 checks

Multi-city flight routing intelligence — plan RTW trips, validate alliances, get carrier picks.

MCP endpoint : https://mcp.airtreks.com/mcp · website · measurements and details
Apple Maps Not measured yet

Search places, estimate routes, and build Apple Maps links on macOS.

Package pypi : apple-maps-mcp · website · measurements and details
Veabird: ski & beach trip planner Reliable (measured) · 100% over 41 checks Does the job (tested) · 39/41

Ski & beach trip planning: resort matching, snow and sargassum forecasts, lodging and flights.

MCP endpoint : https://veabird.com/mcp · website · measurements and details
kcp-agent — KCP navigation planner Not measured yet

Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.

Package npm : kcp-agent · website · measurements and details
OPC UA Modeler Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

OPC UA companion spec types, namespace dependencies, and engineering units for AI agents

MCP endpoint : https://api.opcua-modeler.sterfive.io/api/mcp · website · measurements and details
Nomad Forecast Private (key required)

Trip planning for nomadic families: multi-stop trips, Schengen/visa, climate, destinations.

MCP endpoint : https://nomadforecast.com/api/mcp · 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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