"Understanding Structured Thinking" matching MCP connectors:

Opens, inspects, and renders DXF/CAD drawings for AI agents: describe_dxf returns structured facts (layers with actual drawn colors, units, bounds, text content) and render_dxf returns PNG images. On MCP Apps hosts like ChatGPT and Claude, view_dxf opens an interactive in-chat viewer with pan, zoom, and layer toggles.

Background removal, upscaling, face restore, document OCR, table extraction, visual understanding.

KamaiAOAuth

io.kamai

AI takeoff for construction: turn PDF blueprints into structured, traceable quantities.

KamaiOAuth

io.kamai.mcp

Kamai is an AI-powered construction blueprint intelligence platform that automatically extracts quantities, measurements, objects, rooms, walls, and other structured data from construction drawings. Through MCP, you can connect Kamai directly to AI assistants and ask questions about your plans in natural language, generate takeoffs and tables, analyze relationships between building elements, and use blueprint data inside broader estimating, procurement, and construction workflows. Kamai turns

OCR and document understanding: extract text from images, then summarize or translate it.

mcpOAuth

ai.primateintelligence

Video scene understanding for AI agents via the Primate Vision API.