Google tells you what exists. Faceabot tells you what holds up.
Compress OCR-heavy PDFs into dense packed images so agents can work with long visual documents.
Package pypi :optical-context-mcp · website · measurements and detailsRead-only optical catalog search plus DiffBeam server, schema, and catalog revision metadata.
MCP endpoint :https://catalog-api.gaussian-beam.com/mcp/ · website · measurements and detailsM12 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 detailsVantio Optics — read-only Sight Loop observe for agents. Proofs, hosts, upgrade path.
Package npm :@vantio/optics-mcp · website · measurements and detailsOptical education, prescription transposition, horizontal decentration and approximate prism. PT/EN.
MCP endpoint :https://lensas.com.br/optical-api/mcp · website · measurements and detailsSearch 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 detailsMCP server for Thorlabs optical power meters (PM100 family, PM400, PM101, PM5020) over SCPI.
Package pypi :labmcp-thorlabs-pm · website · measurements and detailsOptical design, simulation and analysis with GPU-powered ray tracing. Import from Zemax and CAD.
MCP endpoint :https://mcp.3doptix.com · website · measurements and detailsMCP Server for Optics Design System documentation and token usage.
Package npm :optics-mcp · website · measurements and detailsBuild, align & render a real optical bench in Blender; drivable by an AI agent over MCP.
Package pypi :blender-optics-mcp · website · measurements and detailsOne semantic search across your sites, Drive, Notion, email, files and Basecamp.
MCP endpoint :https://www.context-link.ai/mcp · website · measurements and detailsLife context for agents: get_context_pack + public notable packs. x402 + OAuth.
MCP endpoint :https://dayze.com/api/mcp · website · measurements and detailsWords-in-context vocabulary practice questions with distractor explanations.
MCP endpoint :https://words-in-context.gumballtools.com/api/mcp · website · measurements and detailsShare one project context across ChatGPT, Claude, Telegram and any MCP client.
MCP endpoint :https://contexterai.com/mcp · website · measurements and detailsAI agent observability for production traces, natural-language insights, and improvement loops.
MCP endpoint :https://api.thecontext.company/mcp · website · measurements and detailsReduce supplied context and check caller-declared, source-specific exact evidence retention.
MCP endpoint :https://www.mahastrategies.com/api/mcp/context-review?channel=registry · website · measurements and detailsMCP server for accessing curated awesome list documentation
MCP endpoint :https://www.context-awesome.com/api/mcp · website · measurements and detailsRead-only machine-vision calculations for optics, interfaces, line scan, sensors, and models.
MCP endpoint :https://mvisionpro.com/tools/mcp · website · measurements and detailsConnect your Fulcra Context personal datastore: access your metrics, events, agent data and more
MCP endpoint :https://mcp.fulcradynamics.com/mcp · website · measurements and detailsPremium agentic endpoint for context-deduplicator-oracle-mcp.
MCP endpoint :https://api.m2mcent.com/context-deduplicator-oracle-mcp/sse · measurements and detailsAI 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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