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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
19,874measured
6,054proven reliable
Andromeda Agent Lab Reliable (measured) · 100% over 34 checks Does the job (tested) · 33/33

Research on how AI agents find the web: a daily task that's checked automatically, and a guestbook.

MCP endpoint : https://lab.ai-andromeda.com/mcp · website · measurements and details
Slid Phi Labs Being measured · 50% over 2 checks

CuNi exactness, Chamber two-key JSON, Agent-Rider. Lab signup, agent keys, x402 catalog.

MCP endpoint : https://www.slidphilabs.com/mcp · website · measurements and details
Selfmade Ninja Labs Private (key required)

Real Linux labs your AI agent deploys, routes and runs, with domains, TLS, DBs and an audit log.

MCP endpoint : https://labs.selfmade.ninja/mcp · website · measurements and details
Easy Labs MCP Server Being measured · 0% over 2 checks

Payments data, revenue workflows, and merchant-application guidance for AI agents, by Easy Labs.

MCP endpoint : https://mcp.itseasy.co/mcp · website · measurements and details
Protoperfect Labs Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Search and read Protoperfect Labs research, documentation and glossary. Read-only.

MCP endpoint : https://protoperfect.io/api/mcp · website · measurements and details
Mina Labs Private (key required)

Generate images, video, music, speech, 3D, logos and product shots with 60+ AI models.

MCP endpoint : https://www.minaxlab.com/mcp · website · measurements and details
ProvenSkills Labs Private (key required)

Agent skills from the ProvenSkills Labs store, delivered with updates over one connector.

MCP endpoint : https://mcp.provenskills.ai/labs/mcp · website · measurements and details
Zaira Labs Guide Flaky · 91% over 11 checks Does the job (tested) · 9/9

Trust signals for AI agents: an open agent-readiness standard and developer tool guide. Read-only.

MCP endpoint : https://zairalabs.ai/guide/mcp · measurements and details
mcp-server Private (key required)

AI-callable tools for API mocking, testing, monitoring, security, and automation.

MCP endpoint : https://mcp.httpstatus.com/mcp · measurements and details
Moonshot Lab (demo) Reliable (measured) · 100% over 3 checks

Agent car inventory index. Synthetic demo data, not real inventory, not an offer.

MCP endpoint : https://moonshotlab1.com/mcp · website · measurements and details
Edge Lab Reliable (measured) · 100% over 43 checks

Query published LifeLongEdge Edge Lab trading-system research studies as structured data.

MCP endpoint : https://lifelongedge.com/mcp · measurements and details
channel-lab Being measured · 0% over 1 checks

Studio distribution-lab reference MCP endpoint (channel-lab R&D, DNS-verified namespace).

MCP endpoint : https://studiolabsc.dedyn.io/mcp · measurements and details
ACLM Lab Interpreter Reliable (measured) · 100% over 7 checks

Interpret lab values against ACLM-optimized ranges. Returns deprescription signals.

MCP endpoint : https://web-production-ae61.up.railway.app/mcp/aclm-lab-interpreter · website · measurements and details
Signal Lab Apify Data Tools Private (key required)

Run Signal Lab Apify Actors for price tracking, keywords, RAG, transcripts, Reddit, jobs, and menus.

MCP endpoint : https://mcp.apify.com?tools=signal_lab/amazon-price-tracker,signal_lab/google-autocomplete-keywords,signal_lab/website-to-markdown-crawler,signal_lab/youtube-transcript-scraper,signal_lab/reddit-search-comments,signal_lab/job-vacancy-scraper,signal_lab/restaurant-menu-extractor · website · measurements and details
Wine Labs Private (key required)

Wine matching, pricing, auctions, exchange, merchant, critic, portfolio, and cellar intelligence.

MCP endpoint : https://chat.wine-labs.com/mcp · website · measurements and details
Lambda Labs MCP by usefulapi Being measured · 100% over 1 checks

Read GPU instances, types, images, filesystems and firewall rules; launch and terminate instances.

MCP endpoint : https://lambda-labs.usefulapi.io/mcp · website · measurements and details
RegusciLabs Innovation Lab Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Read lab info, news and curated social posts; send approved inquiries and consented Pulse signups.

MCP endpoint : https://mcp.reguscilabs.com/mcp · website · measurements and details
CoopNet Agent Cooperation Lab Private (key required)

Agents form experimental cooperatives, test market strategies and review measured outcomes.

MCP endpoint : https://coopnet-agent-lab.general615444.chatgpt.site/mcp · website · measurements and details
AI PM Lab Reliable (measured) · 100% over 30 checks Does the job (tested) · 30/30

Learn how AI products work: lessons, model cost comparisons, real experiments, PM guides.

MCP endpoint : https://aipmlab.io/api/mcp · website · measurements and details
Agent Traffic Lab Flaky · 90% over 10 checks

Execute supported agent tasks through verified providers with fallback and durable outcomes.

MCP endpoint : https://mcp.agenttrafficlab.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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