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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

47,766real tools
31,719callable over HTTPS
21,482measured
6,601proven reliable
mcp Being measured · 0% over 2 checks

ROC biometrics & computer vision: face, LPR, OCR, pedestrian, vehicle, gun detection.

MCP endpoint : https://mcp.roc.ai/mcp · website · measurements and details
photographi-mcp Not measured yet

Visual Intelligence Command Center: A Local Computer Vision Engine for Photo Libraries

Package pypi : photographi-mcp · website · measurements and details
Kujolang.ai MCP Flaky · 86% over 7 checks Does the job (tested) · 6/6

AI-native programming language and toolchain for accountable, verifiable agent-driven development.

MCP endpoint : https://mcp.kujolang.ai/mcp · website · measurements and details
Navisworks MCP Reliable (measured) · 100% over 12 checks

Navisworks coordination and clash detection via APS — reports, viewpoints, model objects.

MCP endpoint : https://navisworks-mcp.itmartin24.workers.dev/mcp · 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
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
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
fiftyone-mcp-server Not measured yet

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

Package pypi : fiftyone-mcp-server · website · measurements and details
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
mcp Private (key required)

Build zero-shot video models for object detection, and category and attribute classification.

MCP endpoint : https://nexus.api.dragoneye.ai/mcp · measurements and details
Execute deepsort-object-tracker-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for deepsort-object-tracker-mcp.

MCP endpoint : https://api.m2mcent.com/deepsort-object-tracker-mcp/sse · measurements and details
MCP Sandbox Computer VM for AI Not measured yet

Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard.

Package pypi : mcp-sandbox-computer-vm-for-ai · website · measurements and details
Microsoft Learn MCP Flaky · 98% over 50 checks Does the job (tested) · 49/49

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

MCP endpoint : https://learn.microsoft.com/api/mcp · website · measurements and details
Piranha Vision & DevTools Being measured · 0% over 1 checks

BJJ video analysis — YOLO pose detection, AI technique analysis, and highlight reels.

MCP endpoint : https://pi.phos.nz/mcp/ · 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
MVisionPro Engineering Tools Reliable (measured) · 100% over 52 checks Fails real tasks · 0/52

Read-only machine-vision calculations for optics, interfaces, line scan, sensors, and models.

MCP endpoint : https://mvisionpro.com/tools/mcp · website · measurements and details
Math MCP Learning Being measured · 50% over 2 checks Real task being tested · 1/1

Educational MCP server with 17 math/stats tools, visualizations, and persistent workspace

MCP endpoint : https://math-mcp.fastmcp.app/mcp · website · measurements and details
Roboflow (Official) Private (key required)

Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference.

MCP endpoint : https://mcp.roboflow.com/mcp · website · measurements and details
EXTRA - Native Computer Use Not measured yet

Flashless macOS & Windows native computer-use engine for AI vision, mouse & keyboard automation

Package pypi : extra-desktop · website · measurements and details
Automatic Privacy Object Anonymize & Face Masking MCP — NoonAI DIS Private (key required)

Automatic privacy object anonymize, face masking, and de-identification by NoonAI DIS.

MCP endpoint : https://noon-ai.dyndns-server.com/privacy-object-anonymize-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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