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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
namera Not measured yet

Check name availability across domains, trademarks, and social handles. Score and rank candidates.

Package pypi : namera · website · measurements and details
namera Not measured yet

Check name availability across domains, trademarks, and social handles. Score and rank candidates.

Package pypi : namera · website · measurements and details
Optical Context MCP Not measured yet

Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.

Package pypi : optical-context-mcp · website · measurements and details
optics-mcp Being measured · 0% over 1 checks

Search Sunex lenses and imager sensors, match compatible optics, get pricing. No API key needed.

MCP endpoint : https://mcp.sunex-ai.com/sse · website · measurements and details
Commonlands Optics: M12 Lens and C-Mount Lens Finder + Field-of-View Calculator Flaky · 75% over 4 checks Does the job (tested) · 3/3

M12 lens and C-mount lens finder with image-sensor matching and field-of-view calculator.

MCP endpoint : https://mcp.commonlands.com/mcp · website · measurements and details
DiffBeam Gaussian Beam Optics Being measured · 0% over 2 checks

Read-only optical catalog search plus DiffBeam server, schema, and catalog revision metadata.

MCP endpoint : https://catalog-api.gaussian-beam.com/mcp/ · website · measurements and details
Vantio Optics Not measured yet

Vantio Optics — read-only Sight Loop observe for agents. Proofs, hosts, upgrade path.

Package npm : @vantio/optics-mcp · website · measurements and details
Thorlabs Optical Power Meter Not measured yet

MCP server for Thorlabs optical power meters (PM100 family, PM400, PM101, PM5020) over SCPI.

Package pypi : labmcp-thorlabs-pm · 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
optics-mcp Not measured yet

MCP Server for Optics Design System documentation and token usage.

Package npm : optics-mcp · website · measurements and details
optical-intelligence Flaky · 75% over 4 checks Does the job (tested) · 3/3

Optical education, prescription transposition, horizontal decentration and approximate prism. PT/EN.

MCP endpoint : https://lensas.com.br/optical-api/mcp · website · measurements and details
blender-optics-simulator Not measured yet

Build, align & render a real optical bench in Blender; drivable by an AI agent over MCP.

Package pypi : blender-optics-mcp · website · measurements and details
dispense-record-mcp Not measured yet

GOC-compliant optical dispense record validation. Captures prescription, lens choice, fitting

Package pypi : dispense-record-mcp · measurements and details
Nukafever Photography and AI Datasets Being measured · 100% over 2 checks

Ground-truth authentic photography and computer vision datasets catalog by Henry St John.

MCP endpoint : https://nukafever.com/.well-known/mcp.json · website · measurements and details
3DOptix Private (key required)

Optical design, simulation and analysis with GPU-powered ray tracing. Import from Zemax and CAD.

MCP endpoint : https://mcp.3doptix.com · 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
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
Image alt length band, text discarded Reliable (measured) · 100% over 7 checks

Image alt length band, text discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/alt-len-ok/mcp · website · measurements and details
Deepfake-Lens Being measured · 0% over 1 checks

Forensic image analyzer detecting facial and visual anomalies.

MCP endpoint : https://deepfake-lens-mcp.vercel.app/api/mcp · 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

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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