The real catalog of tools for AI agents

Shareglow MCP server: scan link previews, generate OG images, short links and stats.

AmpelOracle — 50-tool compliance traffic-light: Go/Caution/Stop signals for ESG, MiCA, AML.

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

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

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

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

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

Browse venues, check availability, view effects, get pricing, and book architectural lighting.

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

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

MCP Server for Optics Design System documentation and token usage.

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

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

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

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

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

Build, target, launch and analyse consumer surveys from your AI assistant (Survey Light, 71 tools).

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

Parsecs to light-years, number discarded

Iranian lighting supplier directory: products, brands, and a bilingual Persian/English taxonomy.