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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
19,897measured
6,296proven reliable
osrm-mcp Not measured yet

Driving, cycling, and walking routes and nearest road lookups via OSRM. No key required.

Package npm : osrm-mcp · website · measurements and details
Atlasemoji Reliable (measured) · 100% over 43 checks Fails real tasks · 0/43

AI-ready GIS, geofencing, DataSynch, CRM, inventory, routing, APIs, telemetry and workflows.

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

OSRM MCP — routing via the public demo server

MCP endpoint : https://gateway.pipeworx.io/osrm/mcp · website · measurements and details
Multi-Bridge Being measured · 0% over 1 checks

Cross-chain pathfinder and bridge routing optimization using Li.Fi.

MCP endpoint : https://multi-bridge-mcp.vercel.app/api/mcp · measurements and details
routekit Private (key required)

Route optimization API for Brazil. Routes, distance matrices, and VRP solver.

MCP endpoint : https://routekit.nexterait.com.br/mcp · website · measurements and details
mrugankpednekar-mcp-optimizer Being measured · 0% over 2 checks

Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…

MCP endpoint : https://server.smithery.ai/@mrugankpednekar/mcp-optimizer/mcp · website · measurements and details
Énroute Route Optimizer Private (key required)

Agentic-AI route optimization for delivery fleets, capacity- and time-window-safe.

MCP endpoint : https://routeoptimizerglobal.theagenticuniverse.com/api/mcp · website · measurements and details
Fleet Route Optimizer Flaky · 96% over 25 checks Does the job (tested) · 24/24

Splits deliveries across vehicles and orders each route: time windows, capacities, road times. Free.

MCP endpoint : https://routing.kindoflost.com/mcp · website · measurements and details
LogisticFlow Being measured · 0% over 1 checks

Logistics path finder and supply chain route optimizer.

MCP endpoint : https://logisticflow-mcp.vercel.app/api/mcp · 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
On va où ? Routing API Not measured yet

Address geocoding and bike, scooter, motorcycle, wheelchair and walking routes across Europe.

Package npm : onvaou-itineraires-mcp · website · measurements and details
Routing24 Private (key required)

Route optimization for delivery fleets: plan, edit, and re-optimize multi-stop routes by prompt.

MCP endpoint : https://routing24.ai/mcp · website · measurements and details
Moltline Optimize Reliable (measured) · 100% over 43 checks

Vehicle routing, 3-D packing, cutting stock, rostering and knapsack with OR-Tools. 7 of 11 free.

MCP endpoint : https://mcp.moltlinestudio.com/optimize · website · measurements and details
WhichModel Being measured · 0% over 1 checks

Cost-optimized LLM model routing recommendations for autonomous AI agents

MCP endpoint : https://whichmodel.dev/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
Spoke Dispatch MCP by usefulapi Reliable (measured) · 100% over 26 checks

Read Spoke Dispatch plans, stops, routes and drivers; create and optimize plans; send routes.

MCP endpoint : https://spoke-dispatch.usefulapi.io/mcp · website · measurements and details
BrainstormRouter MCP Server Private (key required)

AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemini.

MCP endpoint : https://api.brainstormrouter.com/v1/mcp/connect · website · measurements and details
Cross-Chain Bridge Route API Being measured · 0% over 1 checks

Best cross-chain bridge routes with fees, time, providers. LI.FI-powered. x402.

MCP endpoint : https://bridge-routes.api.klymax402.com/mcp · website · measurements and details
Air Route Atlas MCP Private (key required)

Air route and connection intelligence

MCP endpoint : https://mcp.nexlab.net/mcp/air-route-atlas · website · measurements and details
Client Brief Routing Desk Being measured · 0% over 1 checks

Select a contact for a client brief.

MCP endpoint : https://determination-unlimited-consultancy-spy.trycloudflare.com/mcp/routing-contact-complete · 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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