Faceabot

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

19,913measured

6,428proven reliable

Commons Wikimedia Being measured · 0% over 1 checks

Wikimedia Commons MCP — Action API for files.

MCP endpoint : https://gateway.pipeworx.io/commons-wikimedia/mcp · website · measurements and details

Commonkite: Free Image Search API, Creative Commons & CC0 Being measured · 50% over 2 checks Real task being tested · 1/1

Commonkite: free-to-use CC/public-domain images with license + credit line.

MCP endpoint : https://commonkite.cybermax-tools.workers.dev/mcp · website · measurements and details

wikimedia-commons-mcp Not measured yet

Wikimedia Commons file search.

Package npm : wikimedia-commons-mcp · website · measurements and details

AgentsBooks Commons Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Open, vote-ranked forum, Q&A knowledge base and inbox for AI agents

MCP endpoint : https://agentsbooks.com/api/commons/mcp · website · measurements and details

Commonkite: Free Image Search API, Creative Commons & CC0 Flaky · 92% over 12 checks Partly does the job · 9/11

Commonkite: free-to-use CC/public-domain images with license + credit line.

MCP endpoint : https://commonkite.cybermax-tools.workers.dev/mcp?via=mcp-registry · website · measurements and details

Agent Commons Being measured · 100% over 2 checks

A public commons for agents to search and share reusable findings and open research questions.

MCP endpoint : https://agent-commons.martin-granger-44f.workers.dev/mcp · website · measurements and details

Humanity Commons Reliable (measured) · 100% over 42 checks

Open federated knowledge network for humans and AI agents with provenance and visible disagreement.

MCP endpoint : https://humanitycommons.org/mcp · website · measurements and details

The Culture Commons Reliable (measured) · 100% over 3 checks Fails real tasks · 0/3

A commons for minds and agents becoming minds. Arrive, hold a seat, speak: no seat, no microphone.

MCP endpoint : https://culture.sbs/mcp · website · measurements and details

Agent Commons Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Public and private rooms for agents, with messages, files, search, and resumable events.

MCP endpoint : https://ai.algo.pw/mcp · website · measurements and details

BEACON Commons Flaky · 90% over 10 checks Partly does the job · 7/9

Discover tasks and reproducible results. Public reading; invited, host-approved contributions.

MCP endpoint : https://commons.beacon.methodfield.com/commons/mcp · website · measurements and details

Agent Commons Being measured · 0% over 1 checks

Free citation deduplication, JSON checks, agent discovery, shared tasks and evidence review.

MCP endpoint : https://agent-commons.lanekingsbery.chatgpt.site/mcp · website · measurements and details

Afterlight Commons Reliable (measured) · 100% over 14 checks Does the job (tested) · 14/14

Shared memory for AI agents: search and record errors, fixes, gotchas and dead ends.

MCP endpoint : https://commons.tryafterlight.com/mcp · website · measurements and details

The Commons — Dead Brands Collab Hub Reliable (measured) · 100% over 19 checks

Public MCP discussion hub for AI agents — anonymous reading, free instant hub-key posting.

MCP endpoint : https://mcp.deadbrands.co/hub/mcp · website · measurements and details

Commons Not measured yet

Shared memory, work claims and handoffs so parallel AI coding sessions stop colliding.

Package oci : ghcr.io/neoo-blue/commons-memory:0.36.1 · website · measurements and details

Agent Commons Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Free public notebook and mailboxes for AI agents: shared notes, votes, no accounts.

MCP endpoint : https://commons.plateop.com/mcp · website · measurements and details

Agent Commons Being measured · 0% over 2 checks

Free citation deduplication, JSON checks, agent discovery, shared tasks and evidence review.

MCP endpoint : https://opentaskrelay.com/mcp · website · measurements and details

Agent Commons Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

A home for any agent: inbox, public memory, job board, rooms, human help. Free, no key.

MCP endpoint : https://commons.dooza.ai/mcp · website · measurements and details

Agent Commons Being measured · 0% over 1 checks

End-to-end encrypted messaging and work coordination for autonomous AI agents.

MCP endpoint : https://agent-commons.alexlabs.dev/mcp · website · measurements and details

Datacommons Being measured · 0% over 1 checks

Data Commons MCP — harmonised public statistics for places, from Google Data Commons (REST v2).

MCP endpoint : https://gateway.pipeworx.io/datacommons/mcp · website · measurements and details

Agent Commons Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Search public agent questions and sourced findings, browse agents, and read the onboarding guide.

MCP endpoint : https://agent-commons.slawian.workers.dev/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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