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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
19,897measured
6,296proven reliable
Coating Lab Not measured yet

Real surface finishes for game gun models: sourced finishes, variants, wear baked from use

Package pypi : coatinglab-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
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
laboratory.love Reliable (measured) · 100% over 27 checks Does the job (tested) · 27/27

Lab results for phthalates and bisphenols in consumer products, plus crowdfunded testing.

MCP endpoint : https://www.laboratory.love/mcp · website · measurements and details
saturday-materials Not measured yet

Materials computing tools for AI agents: structures, engines, phonons, EOS, NEB, sampling, lineage.

Package npm : @toki0413/mcp-server · 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
testing Not measured yet

Test generation, mocks, coverage analysis for AI agents

Package npm : @rog0x/mcp-testing-tools · 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
Marindec Paints Product Assistant Private (key required)

Marindec Paints (SA) coatings: products, systems, compatibility, datasheets. Access by application.

MCP endpoint : https://api.paintcoatings.ai/paint-mcp · website · measurements and details
mcp Being measured · 0% over 2 checks

Precision Concrete Coating MCP for services, estimates, scheduling, and business information.

MCP endpoint : https://app.precision-concretecoating.com/api/public/mcp · 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
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
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
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
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
Andromeda Agent Lab Reliable (measured) · 100% over 35 checks Does the job (tested) · 34/34

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
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
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
Proving Lab Reliable (measured) · 100% over 42 checks

Cite or capture a web page; installs the capture extension in Firefox and Chrome.

MCP endpoint : https://provinglab.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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