The real catalog of tools for AI agents

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

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

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

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

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

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

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

Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic

MCP Server for Optics Design System documentation and token usage.

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

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

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

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

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

OpenFIGI MCP — financial-instrument symbology.

MCP server for Ocean Insight / Ocean Optics spectrometers (python-seabreeze).

Search and rent musical instruments in New Zealand. Pricing, teachers, and FAQs.

Converts photos or scans of printed sheet music to MusicXML with optical music recognition

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

MCP server for microscopes controlled by Micro-Manager (pymmcore-plus).