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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
Agent Harbor pay-per-call tools Reliable (measured) · 100% over 5 checks Fails real tasks · 0/5

Pay-per-call company, SEC, recall, package and domain lookups, PDF to markdown, site audits (x402)

MCP endpoint : https://x402.agentharbor.agency/mcp · website · measurements and details
MCP Harbor Search Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Search and discover MCP servers and agent tools listed in the MCP Harbor directory.

MCP endpoint : https://mcpharbor.app/mcp · website · measurements and details
Harbor pilots for agents Private (key required)

Certified local pilot boards for an unfamiliar site, with scoped authority and signed completion.

MCP endpoint : https://textforagents.com/products/harbor-pilots-for-agents/mcp · website · measurements and details
Harbor Private (key required)

Portfolio, program and project management: read your harbors, add tasks, risks and check-ins.

MCP endpoint : https://harborppm.com/api/mcp · website · measurements and details
Harbor (gethrbr) Private (key required)

Team memory for coding agents: rules you approve, served to every agent, and which ones it cited.

MCP endpoint : https://mcp.gethrbr.com/mcp · website · measurements and details
dolphin-mcp-pilot Not measured yet

AI agent interface to Apache DolphinScheduler: 58 MCP tools for workflow orchestration & data ops.

Package oci : ghcr.io/iflytek/dolphin-mcp-pilot:0.3.1 · website · measurements and details
Rotate Pilot — FAA exam prep Flaky · 86% over 7 checks Fails real tasks · 0/6

FAA written-test prep: practice questions, readiness diagnostic, METAR/TAF, drone airspace

MCP endpoint : https://rotatepilot.com/api/mcp · website · measurements and details
I Know The Pilot Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Find curated cheap flight and travel deals from Australia.

MCP endpoint : https://iknowthepilot.com.au/mcp · measurements and details
Harbor Notes Private (key required)

Search, read, write and organize your notes and tasks in Harbor, an Evernote-compatible notes app.

MCP endpoint : https://app.harbor.my/mcp · website · measurements and details
ship.page Reliable (measured) · 100% over 3 checks

Deploy HTML from any agent: POST markup, get a live URL. Static hosting API with MCP tools.

MCP endpoint : https://ship.page/mcp · website · measurements and details
Pilot-Next Private (key required)

Flying club management: book aircraft, log Hobbs/Tacho hours, settle flights and check weather.

MCP endpoint : https://pilot-next-backend.onrender.com/mcp · website · measurements and details
pilot-mcp Not measured yet

Your agent's overlay network. 435 specialist agents + P2P A2A messaging on a 190k-node network.

Package npm : pilotprotocol-mcp · website · measurements and details
maritime Flaky · 75% over 4 checks

Signed global shipping & commodity data: oil, LNG, grain, sanctions, fleet, emissions.

MCP endpoint : https://ship.rootz.global/mcp · website · measurements and details
Queue Pilot Not measured yet

MCP server for RabbitMQ and Kafka message inspection with JSON Schema validation

Package npm : queue-pilot · website · measurements and details
VMware Pilot Not measured yet

Multi-step workflow orchestration for VMware MCP skills with approval gates and rollback.

Package pypi : vmware-pilot · website · measurements and details
Shoon A2A Trust Services (pilot) Reliable (measured) · 100% over 42 checks

Five trust services for agents: claim checks, citation audits, extraction, tripwires, work audits.

MCP endpoint : https://shoon-a2a-sandbox.onrender.com/mcp · website · measurements and details
Ship.com Private (key required)

Compare rates, manage orders, buy labels, schedule pickups, and report on shipping.

MCP endpoint : https://app.ship.com/mcp · website · measurements and details
VMware Pilot Not measured yet

Multi-step workflow orchestration for VMware MCP skills with approval gates and rollback.

Package pypi : vmware-pilot · website · measurements and details
JSON Schema Regression Examples — Free Pilot Being measured · 0% over 1 checks

Free pilot: checked JSON Schema regression examples for a limited subset; no compatibility proof.

MCP endpoint : https://s6d4jqn7rlal7d9hkd64h7pn8o.ingress.hurricane.akash.pub/mcp · website · measurements and details
Performance Co-Pilot Not measured yet

Query system performance metrics via MCP - CPU, memory, disk I/O, network, processes

Package pypi : pcp-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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