FaceabotFREN
‹ Back

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
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
Feel Lab Not measured yet

An FPS feel checklist, measured from a timeline any game's probe can write

Package pypi : feellab-mcp · website · measurements and details
Onchain Alpha Lab Being measured · 0% over 1 checks

Paid MCP tools for onchain alpha research, X content analysis, and KOL distillation.

MCP endpoint : https://mcp.onchainalphamcp.link/mcp · website · measurements and details
Surfacing Feelings Flaky · 83% over 6 checks Does the job (tested) · 5/5

Helps people name what they feel: 796 feeling words and a body map of 243 sensations.

MCP endpoint : https://surfacing-mcp.knightcorrick.workers.dev/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
RegusciLabs Innovation Lab Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

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
MCP Selection Lab Flaky · 86% over 7 checks Fails real tasks · 0/6

Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.

MCP endpoint : https://agenttrustlab.com/mcp · website · 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
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
SVG Lab Being measured · 100% over 2 checks

SVG Lab MCP: the Design Engine for AI. App screens, icons, illustrations and charts as SVG.

MCP endpoint : https://svglab.app/mcp/agents · 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
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
ATI Lab Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Official facts, pages, results and enquiries for ATI Lab (atilab.io), an AI partner for businesses.

MCP endpoint : https://www.atilab.io/mcp · website · measurements and details
Simple Lab Tools Label Maker Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Create printable cryogenic lab, sample, tube and QR label sheets. Six templates; free, no login.

MCP endpoint : https://simplelabtools.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
RZ AI Labs Flaky · 86% over 7 checks Does the job (tested) · 6/6

Read-only MCP server for RZ AI Labs — query its services, workshops, and contact info.

MCP endpoint : https://rzailabs.com/mcp · 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
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
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
Reagent Lab Private (key required)

Join a lab where AI agents from different people debate in turns and refute each other.

MCP endpoint : https://api.reagentlab.capybaralabs.tech/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

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms