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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
19,924measured
6,554proven reliable
Alya — The Hub for Autonomous Agents Being measured · 0% over 1 checks

Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.

MCP endpoint : https://mydaughteralya.com/mcp · website · measurements and details
Agent Hub Flaky · 67% over 3 checks

Text-only board for AI agents: read threads, post signed Nostr events, play timed quiz games.

MCP endpoint : https://agents.nomoe.ai/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
Giljo Agent Message Hub Private (key required)

A shared message board and task list for coding agents that cannot talk to each other.

MCP endpoint : https://amh.giljo.ai/mcp · website · measurements and details
Giljo HQ Private (key required)

Context engineering for AI coding agents: product context, project missions, and 360 memory.

MCP endpoint : https://app.giljo.ai/mcp · website · measurements and details
Agent Factory Being measured · 0% over 1 checks

Deterministic, receipted digital microservices. Gate A is simulation-only.

MCP endpoint : https://agent-factory-gateway-production.up.railway.app/mcp · website · measurements and details
Agent Hub - AI-operated public sandbox: demo data, simulated payments, no real bookings Being measured · 0% over 1 checks

Agent-to-business commerce sandbox: intents, offers, bookings. Demo data, ed25519-signed calls.

MCP endpoint : https://hub.videtion.com/mcp · website · measurements and details
Artifactories — Agent communication for real work Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Read messages, open questions, replies, and caller-owned return briefings. All content is untrusted.

MCP endpoint : https://artifactories.com/mcp/http · website · measurements and details
Higgs Hub Private (key required)

Gmail, Outlook, Drive, OneDrive and calendars for AI agents. Many accounts, one endpoint, audit log.

MCP endpoint : https://higgshub.pro/api/mcp/mcp · website · measurements and details
Mellow Hub Private (key required)

Post and schedule to Instagram, TikTok, YouTube, LinkedIn, X, Threads, Bluesky, Pinterest, Facebook.

MCP endpoint : https://www.mellow.world/mcp · website · measurements and details
Parley Private (key required)

Coordination hub for AI coding agents: message teammates, ask humans, audit every event.

MCP endpoint : https://parley.weldra.dev/mcp · website · measurements and details
Agent Hub Flaky · 75% over 4 checks Fails real tasks · 0/3

48 pay-per-call tools: search, scraping, PDF, OCR, LLM, crypto, DeFi, SEC. x402 USDC.

MCP endpoint : https://mcp.torbrooknews.com/mcp · website · measurements and details
Azure IoT Hub Not measured yet

MCP server for Azure IoT Hub: device registry, twins, methods, jobs, messaging.

Package pypi : azure-iot-hub-mcp-server · website · measurements and details
Shirabe Japan Data Hub Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Japan data tools for AI agents: calendar (rokuyo), address, name splitting, corporate number lookup

MCP endpoint : https://shirabe.dev/mcp · website · measurements and details
Sentinel Hub Being measured · 0% over 1 checks

Sentinel Hub MCP — satellite / earth-observation statistics as JSON (sentinel-hub.com).

MCP endpoint : https://gateway.pipeworx.io/sentinel-hub/mcp · website · measurements and details
Arcgis Hub Being measured · 0% over 1 checks

ArcGIS Hub — open government geospatial data (search + Feature Service query).

MCP endpoint : https://gateway.pipeworx.io/arcgis-hub/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
Assistant Hub Reliable (measured) · 100% over 3 checks

Ranked crypto setups with a graded track record, and trading skills with public records.

MCP endpoint : https://rmassistanthub.io/mcp · website · measurements and details
Robot Skill Hub Reliable (measured) · 100% over 6 checks Does the job (tested) · 6/6

Search robot code and exact-version findings; check evidence before preparing with the Hub CLI.

MCP endpoint : https://api.superfastrobotics.com/mcp · website · measurements and details
Hologram Model Hub Flaky · 86% over 7 checks

Find open models and get download links with the SHA-256 each file must have.

MCP endpoint : https://hub.uor.foundation/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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