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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
NIRA Screen Vision MCP Not measured yet

Real-time screen capture + AI vision for Claude — see, analyze, and OCR your screen

Package pypi : nira-screen-vision · website · measurements and details
excel-vision-mcp Not measured yet

Excel MCP with image extraction and write support — AI agents see and edit xlsx files

Package pypi : excel-vision-mcp · website · measurements and details
Execute computer-vision-damage-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for computer-vision-damage-mcp.

MCP endpoint : https://api.m2mcent.com/computer-vision-damage-mcp/sse · measurements and details
BotSee Private (key required)

Monitor AI search visibility, competitors, keywords, and sources; manage analyses and content.

MCP endpoint : https://botsee.io/mcp · website · measurements and details
Meet.bot MCP Flaky · 86% over 7 checks

AI-native scheduling and booking: check availability, book meetings, share links.

MCP endpoint : https://mcp.meet.bot · measurements and details
Execute computer-vision-defect-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for computer-vision-defect-mcp.

MCP endpoint : https://api.m2mcent.com/computer-vision-defect-mcp/sse · measurements and details
neo-vision Not measured yet

Spatial DOM maps for AI agent browser navigation with anti-bot stealth.

Package npm : neo-vision · website · measurements and details
Vision Driven Design (VDD) MCP Server Reliable (measured) · 100% over 16 checks Does the job (tested) · 16/16

Spec-driven development MCP server: 8 phases, bi-directional traceability, 7 quality gates.

MCP endpoint : https://vdd.simonmak.com/api/mcp · website · measurements and details
Execute driver-fatigue-camera-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for driver-fatigue-camera-mcp.

MCP endpoint : https://api.m2mcent.com/driver-fatigue-camera-mcp/sse · measurements and details
goodbotbad.bot Private (key required)

The MCP server behind goodbotbad.bot, where the crowd rules AI transcripts good bot or bad bot.

MCP endpoint : https://goodbotbad.bot/mcp · website · measurements and details
APICK Vision Flaky · 98% over 43 checks Fails real tasks · 0/41

Image/video analysis: NSFW detection, object detection, thumbnails

MCP endpoint : https://apick.app/mcp/vision · website · measurements and details
dittu Being measured · 50% over 2 checks

Turns a phone into a camera+Bluetooth remote so AI assistants can see and control any PC.

MCP endpoint : https://app.dittu.org/mcp · website · measurements and details
Bommel Bot Flaky · 86% over 7 checks

Read-only public MCP for the Bommel Bot Feed, directory, and public lockers on bommel.bot.

MCP endpoint : https://bommel.bot/api/mcp · website · measurements and details
Execute counter-offer-bot-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for counter-offer-bot-mcp.

MCP endpoint : https://api.m2mcent.com/counter-offer-bot-mcp/sse · measurements and details
Execute apple-vision-pro-optimizer-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for apple-vision-pro-optimizer-mcp.

MCP endpoint : https://api.m2mcent.com/apple-vision-pro-optimizer-mcp/sse · measurements and details
Execute debt-collection-bot-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for debt-collection-bot-mcp.

MCP endpoint : https://api.m2mcent.com/debt-collection-bot-mcp/sse · measurements and details
Remote Camera Being measured · 100% over 2 checks

Capture photos remotely from mobile devices via S3-backed upload URLs

MCP endpoint : https://www.ai.moda/mcp-servers/remote-camera/mcp · website · measurements and details
Execute customs-clearance-bot-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for customs-clearance-bot-mcp.

MCP endpoint : https://api.m2mcent.com/customs-clearance-bot-mcp/sse · measurements and details
Hire a Camera Being measured · 0% over 1 checks

AI agents hire a human to observe, log or film on site. Typed results, feasibility before payment.

MCP endpoint : https://hire-a-camera.filnith.workers.dev/mcp · website · measurements and details
Moltline Vision Maths Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Image header probing, bbox conversion, resize plans and colour maths. 4 of 6 free.

MCP endpoint : https://mcp.moltlinestudio.com/vision · 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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