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The real catalog of tools for AI agents

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

45,319real tools
29,744callable over HTTPS
19,950measured
6,699proven reliable
Reticle Not measured yet

Verify a running web app from the inside over MCP: look, act, observe, assert. No screenshots.

Package npm : @reticlehq/server · website · measurements and details
Reticle Red laser design tools Being measured · 100% over 2 checks Real task being tested · 2/2

Find the Reticle Red tool for a laser engraving job: outputs, credit cost and a link. Read-only.

MCP endpoint : https://reticle-red.com/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
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
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
Optics Not measured yet

Drive Android, iOS, smart TV and web apps from an agent; save the steps as CSV/YAML test suites.

Package mcpb : https://github.com/mozarkai/optics-agent-plugins/releases/download/mcpb-v1.11.0/optics-framework-1.11.0.mcpb · 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
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
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
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
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
optics-mcp Not measured yet

MCP Server for Optics Design System documentation and token usage.

Package npm : optics-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
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
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
Scope Private (key required)

AI visibility & recommendation monitoring for ChatGPT, Claude, Gemini & Perplexity.

MCP endpoint : https://scope.online/mcp · website · measurements and details
SPLIDIA — operational notes and capabilities Reliable (measured) · 100% over 43 checks

Fibre optics, OTDR, network design and data centre notes from SPLIDIA, plus its service catalogue.

MCP endpoint : https://mcp.splidia.com/mcp · 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
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
AIm Workout Journal Private (key required)

Chat forgets your workouts. AIm remembers them for Claude and ChatGPT: sets, weights, 1RM, volume.

MCP endpoint : https://aim-journal.com/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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