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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
Bicycle routes generator MCP Not measured yet

MTB and road cycling routes on real OpenStreetMap trails, saved as GPX with safety warnings.

Package mcpb : https://github.com/Marc-Armillas/bicycle-routes-generator-mcp/releases/download/v0.5.0/bicycle-routes-generator-mcp.mcpb · 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
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
OpenStreetMap Not measured yet

Geocoding, walking/driving/cycling distances, route optimization, isochrones and POI search on OSM

Package npm : osm-mcp · website · measurements and details
SEMIPRO Cycling Intelligence Flaky · 94% over 18 checks Fails real tasks · 0/17

Analyse cycling-event GPX routes and build bounded, practical ride-fuelling carry plans.

MCP endpoint : https://api.semipro.coach/mcp · website · measurements and details
Eco-Optimizer Being measured · 0% over 1 checks

Green computing task scheduler routing jobs to low-carbon zones.

MCP endpoint : https://eco-optimizer-mcp.vercel.app/api/mcp · 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
OptimoRoute MCP by usefulapi Being measured · 100% over 2 checks

Check OptimoRoute routes, orders and driver events, and create orders or start route planning.

MCP endpoint : https://optimoroute.usefulapi.io/mcp · website · 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
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
BitBooth Seller Routes Not measured yet

Create private x402 seller routes, set prices, and route payouts directly to your wallets.

Package npm : @bitbooth/mcp-routes · 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
Untangle Private (key required)

Bioprocess design: generate purification routes, simulate fermentation and separations, run TEA.

MCP endpoint : https://mcp.untangle.bio/mcp · website · measurements and details
modelmux Not measured yet

Model multiplexer — route tasks to Codex, Gemini, and Claude CLIs with smart routing.

Package pypi : modelmux · 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
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
Vepathos Private (key required)

Import orders, manage your fleet, and generate optimized last-mile delivery routes at scale.

MCP endpoint : https://mcp.vepathos.com/mcp · website · measurements and details
Geoapify MCP by usefulapi Not measured yet

Geocode, reverse-geocode, autocomplete, route and search places.

MCP endpoint : https://geoapify.usefulapi.io/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

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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