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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
graphlens-mcp Not measured yet

Semantic code graph MCP server for coding agents

Package pypi : graphlens-mcp · website · measurements and details
Lens Org Being measured · 0% over 1 checks

Lens.org MCP — patent + scholarly platform.

MCP endpoint : https://gateway.pipeworx.io/lens-org/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
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
knowledge-graph-mcp Not measured yet

Knowledge graph MCP for student learning with spaced repetition and mastery tracking

Package pypi : knowledge-graph-mcp · website · measurements and details
Execute deepfake-lens-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for deepfake-lens-mcp.

MCP endpoint : https://api.m2mcent.com/deepfake-lens-mcp/sse · measurements and details
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge g Not measured yet

FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge graph (graphify…

Package mcpb : https://github.com/adelaidasofia/graph-autotagger-mcp/releases/download/v0.1.0/graph-autotagger-mcp.mcpb · website · 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
Microsoft Learn MCP Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

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
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
MVisionPro Engineering Tools Reliable (measured) · 100% over 43 checks Fails real tasks · 0/43

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

MCP endpoint : https://mvisionpro.com/tools/mcp · website · measurements and details
company-lens-mcp-registry Being measured · 0% over 1 checks

Search Japanese company database

MCP endpoint : https://mcp-company-lens-v1.gepuro.net/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
Pragma.Vision Observatory Private (key required)

Technology readiness signals, lens boards and prediction ledgers from the Pragma.Vision atlas.

MCP endpoint : https://mcp.pragma.vision/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
TOP GUN GEO-Lens Flaky · 89% over 9 checks

Brand visibility auditing across LLMs, AI search, and answer engines with GEO reports and scores.

MCP endpoint : https://top-gun-mcp-server.vercel.app/api/mcp · website · measurements and details
Autosophia Base Lens Flaky · 80% over 5 checks

Screen Base ERC-20 tokens, inspect wallets, simulate txs, price gas. $0.01 in USDC.

MCP endpoint : https://base.autosophia.io/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
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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