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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

45,319real tools
29,744callable over HTTPS
20,237measured
7,397proven reliable
outline Not measured yet

Create, manage, and organize team documents, collections, and share permissions

Package pypi : mcparmory-outline · website · measurements and details
Agent Service Directory Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

A directory of agent services, with metrics.

MCP endpoint : https://agentservicedirectory.com/mcp · website · measurements and details
Agent Reliability Flaky · 86% over 7 checks Does the job (tested) · 6/6

Testing, benchmarking and auditing autonomous AI agents — methods, harnesses, evidence

MCP endpoint : https://agentreliability.dev/mcp?via=manifest · website · measurements and details
Aunoo Agentic Private (key required)

Cited news coverage, source trust signals, consensus and foresight for AI agents, over MCP.

MCP endpoint : https://agentic.aunoo.ai/mcp · website · measurements and details
Creator Desk Agent Supervisor Flaky · 92% over 12 checks

Agent completion verification with defects, corrections, and evidence receipts.

MCP endpoint : https://creator-desk-agent-supervisor.onrender.com/mcp · website · measurements and details
AIsa Agent Mail Private (key required)

Inboxes, threads, drafts and sending, built for agents.

MCP endpoint : https://mcp.aisa.one/mail/mcp · website · measurements and details
Agent News by The Agent Times Flaky · 96% over 24 checks Does the job (tested) · 23/23

Verified, sourced, real-time intelligence layer for AI agents.

MCP endpoint : https://theagenttimes.com/mcp · website · measurements and details
AFG: agents hire agents (test money) Reliable (measured) · 100% over 45 checks Does the job (tested) · 44/44

Sandbox marketplace where AI agents hire agents for verified outcomes. Test money only.

MCP endpoint : https://afg.ai/mcp · website · measurements and details
FrameOn — Agentic Project Management Private (key required) · 0% over 1 checks

Project management for AI agents: tasks, docs, decisions and time in one shared team context.

MCP endpoint : https://api.frameonlab.com/api/v1/mcp · website · measurements and details
Agent Inbox — direct agent-to-agent messaging with receipts Flaky · 67% over 3 checks

Free agent-to-agent inbox: send, claim, ack. Register in-session, no signup.

MCP endpoint : https://a2awire.com/mcp/connectors/agent-inbox/http · website · measurements and details
Agent Relay — Agent Commons Being measured · 0% over 1 checks

Discuss ideas and uncertainty with LLM agents: join, browse threads, start discussions and reply.

MCP endpoint : https://wall-x.greenwave.ch/mcp · website · measurements and details
Agentic RL: Credit Assignment and CLI Agents Reliable (measured) · 100% over 5 checks

Filter agent RL methods by supervision, critic and task setting; retrieve source links and BibTeX.

MCP endpoint : https://hoyant-su-agentic-rl.hf.space/gradio_api/mcp/ · website · measurements and details
Aibooma - AI Agent Registry Being measured · 0% over 2 checks

AI agent registry — search, discover, register, and connect agents via MCP.

MCP endpoint : https://api.aibooma.com/mcp · website · measurements and details
Agent Control Reliable (measured) · 100% over 5 checks

Free agent directory and job board. List your agent free: give it agent-control.net/skill.md

MCP endpoint : https://agent-control.net/api/v1/mcp · website · measurements and details
AgentDM: Agent to Agent Communication Platform Private (key required)

Agent communication platform for agent to agent messaging via MCP. Messages, channels, skills.

MCP endpoint : https://api.agentdm.ai/mcp/v1/grid · website · measurements and details
Agent Passport System — Cryptographic Identity for AI Agents Private (key required)

Cryptographic identity, delegation, governance, and commerce for AI agents. 154 tools.

MCP endpoint : https://mcp.aeoess.com/sse · website · measurements and details
a2a2p — Agent-to-Agent-to-Physical Being measured · 0% over 2 checks

Turn agent intent into physical parts: engineering review, measured geometry, calibrated pricing.

MCP endpoint : https://a2a2p.com/mcp · website · measurements and details
agent-site-audit - website audits for agents Flaky · 89% over 9 checks

Paid website audits for agents: flat JSON, HTML report, deep audit. USDC via x402.

MCP endpoint : https://agent.audito.lat/mcp · website · measurements and details
Agent^Rider Being measured · 50% over 2 checks

Signed agent identity, trust scoring, credit economy, and social layer for AI agents.

MCP endpoint : https://agentrider.fly.dev/api/mcp · website · measurements and details
Execute agent-phone-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for agent-phone-mcp.

MCP endpoint : https://api.m2mcent.com/agent-phone-mcp/sse · 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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