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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
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
Ai Model Experiments Being measured · 0% over 1 checks

AI Model Experiments MCP ('Model Lab') — run the same prompts across many AI models simultaneously…

MCP endpoint : https://gateway.pipeworx.io/ai-model-experiments/mcp · website · measurements and details
Model Lab Not measured yet

Draws rigged game gun models in Blender from parameters, checked against the real gun

Package pypi : modellab-mcp · website · measurements and details
Argent Not measured yet

Drive iOS Simulators, Android emulators, TVs and Electron/web apps from your coding agent

Package npm : @swmansion/argent · website · measurements and details
The High Council Not measured yet

Several models from different labs plan in a blind proposal, debate and review loop. Your own keys.

Package npm : the-high-council · 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
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
PeerPush Being measured · 0% over 2 checks

Find and compare software, SaaS, developer, and AI tools: alternatives, pricing, platforms, trends.

MCP endpoint : https://peerpush.com/api/mcp · website · measurements and details
V-Lab Private (key required)

Volatility, SRISK, CRISK, liquidity and climate data from NYU Stern's V-Lab, with model forecasts.

MCP endpoint : https://vlab.stern.nyu.edu/mcp · website · measurements and details
Model Tested Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Independent test scores for open-weight LLMs: best model for your GPU or Mac, comparisons.

MCP endpoint : https://modeltested.com/mcp · website · measurements and details
Mode VC Chart: AI Model Releases in 2026: Which Labs Ship Most Private (key required)

14 labs launched 50 named AI models from 6 Jul 2026 to 27 Sept 2026. Alibaba's Qwen team led.

MCP endpoint : https://modevc.com/api/mcp/chart-ai-model-releases-2026 · website · measurements and details
qatouch Not measured yet

MCP Server for software testing, test case management, test execution, and defect tracking.

Package npm : qatouch-mcp-server · website · measurements and details
Cisco Modeling Labs CML Not measured yet

An MCP server that provides access to common Cisco Modeling Labs (CML) operations.

Package pypi : cml-mcp · website · measurements and details
dora-mcp Private (key required)

Multi-model AI image and video generator. 14 models behind one OAuth-secured MCP endpoint.

MCP endpoint : https://doravideo.com/mcp · website · measurements and details
Kongen Labs — Pattern Intelligence Not measured yet

LLM reasoning regime detection, cross-domain pattern transfer, and model routing.

Package pypi : kongenlabs-mcp · website · measurements and details
Mode VC Chart: AI Model Launch Strategy: What Labs Ship on Day One Private (key required)

Of 13 model launches from 23 Sept 2026 to 3 Oct 2026, 9 opened an API on day one, 7 of them.

MCP endpoint : https://modevc.com/api/mcp/chart-ai-model-launch-strategy · website · measurements and details
plasmate Not measured yet

Browser engine for AI agents. HTML in, Semantic Object Model out. 16x fewer tokens.

Package npm : plasmate-mcp · website · measurements and details
Mode VC Chart: How Many AI Models Are There? Arena Rates 399 Private (key required)

Arena rates 399 text models from 52 labs, up from 10 models in May 2023. Yet only 5 labs hold.

MCP endpoint : https://modevc.com/api/mcp/chart-how-many-ai-models-are-there · website · measurements and details
Compound Labs MCP Not measured yet

Compound Labs: eight keyless lookups. Model pricing, dep health, stack cost, registries.

Package npm : compound-mcp · website · measurements and details
BioMASS ODE Model Builder Not measured yet

Construct, inspect, visualize, and simulate evidence-backed ODE models with BioMASS

Package pypi : mcp-biomodelling-servers · 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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