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The real catalog of tools for AI agents

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44,737real tools

29,284callable over HTTPS

19,862measured

5,943proven reliable

runitonai-mcp Reliable (measured) · 100% over 41 checks

Read-only MCP connector serving the Run It on AI book; index and Implementation Blocks are free.

MCP endpoint : https://mcp.runitonai.com/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

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

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

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

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

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

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

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

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

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

mcp Not measured yet

Make animated travel-route videos: plan a route, style the animation, render an MP4.

Package pypi : travel-animator · website · measurements and details

Moltline Optimize Reliable (measured) · 100% over 42 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

heart-routes Being measured · 100% over 2 checks

Heart-shaped GPS running routes in 200+ cities — charity, gift, memorial, anniversary.

MCP endpoint : https://zhenwiaphfwetckfysod.supabase.co/functions/v1/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

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

calibration-routing Being measured · 0% over 1 checks

Route tasks by measured judgment quality: third-party-verified, Brier-based calibration records.

MCP endpoint : https://nowpattern.com/calibration-routing/route · 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

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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