"Understanding Reverse Processes or Reverse Engineering" matching MCP servers:

Enables AI agents to generate, view, and analyze engineering diagrams (RF, PCB, EMC) in draw.io using natural language prompts, with auto-layout and 269 engineering stencils.

Enables AI agents to drive a live AutoCAD session over stdio with transactional, serialized writes: inspecting and saving documents, managing layers, creating and editing line/circle/arc/polyline/rectangle/text entities, querying selections, setting checkpoints, and exporting DXF. Every request is validated against strict schemas with document revision checks and save-reopen geometry readback, and a headless backend is available when no AutoCAD instance is running.

AI-native design engineering platform that converts Figma or live websites into a semantic design graph for code generation, and generates Figma designs from prompts with a self-improving director loop.

Gives LLM agents spatial awareness inside Autodesk Maya, enabling scene inspection and measurement, aesthetic and engineering audits, camera planning, checkpoint/rollback safety, asset import, and viewport or render previews. Agents can also execute arbitrary Python in Maya to build and verify 3D scenes against engineering rules instead of writing blind.

Reverse-engineers design videos and images into structured frontend implementation specifications using vision LLMs and FFMPEG for frame-level analysis.

Enables AI agents to perform narrow, validated Fritzing engineering operations — searching parts, inspecting connectors, placing and moving components, wiring, validating, rendering, and saving projects — through a strictly sandboxed server that exposes no shell, arbitrary filesystem access, or direct Fritzing control, with lifecycle gating and a part trust model enforcing validation before render and save.

Give your AI assistant the ability to inspect, measure, and compare 3D CAD models by dropping in a STEP file and asking engineering questions. Runs entirely on your machine with no cloud, no CAD license, and no setup.

Safety-first Model Context Protocol platform for AEC applications, enabling AI assistants to inspect, plan, validate, and modify engineering documents after policy and approval checks.

Enables developers to extract and organize Figma design files, including complete node data (tree structure and images) for AI understanding and code generation.

Enables engineering agents to perform parametric CAD operations through a controlled MCP gateway built on FreeCAD, with transactions, diagnostics, and reproducible verification.

An MCP server that provides AI tools with deep understanding of WireUI v2.x components and comprehensive icon support for Heroicons and Phosphor Icons.

Enables coding agents to convert natural language engineering prompts into editable parametric CAD models with deterministic parsing, validation, and edit support.

Enables natural-language control of Blender through the Model Context Protocol, supporting scene/file inspection, object management, primitive creation, transforms, and provider capabilities for the CDT engineering workflow.

Enables users to search and browse Mobbin's extensive library of mobile app designs, screenshots, and user flows directly from Claude. It allows for detailed exploration of UI patterns, elements, and personal collections using reverse-engineered API access.

Enables AI agents to create, edit, validate, and read back production-grade CAD drawings — including P&ID sheets, mechanical parts and assemblies, and architectural floor plans with measured areas and schedules — through a single typed tool contract that runs either live via COM on Windows or headlessly via ezdxf anywhere. It also supports standards-aware dimensioning, ISO GD&T and tolerance checks, takeoff workbooks, and drawing understanding, diffing, and critique.

Enables AI agents to automate AutoCAD drawings through a typed contract that drives either a live AutoCAD COM session or a headless ezdxf engine. It covers mechanical, architectural, and P&ID drafting, ISO GD&T and tolerance validation, standards-compliant sheets, and drawing understanding and takeoffs.

Enables AI agents to drive CAD automation through a large typed tool surface, either against a live desktop CAD seat over COM on Windows or a headless ezdxf engine on any platform. It covers drafting and symbol libraries, ISO/ANSI dimension, GD&T and tolerance validation, mechanical, architectural and P&ID sheets, drawing understanding and critique, and takeoff workbooks.

Enables AI agents to draft, read, and validate CAD drawings through a single typed contract, driving either a live AutoCAD session over COM on Windows or a headless ezdxf engine on any platform. It covers mechanical parts with ISO GD&T and dimension tolerances, architectural floor plans, P&ID symbols and takeoffs, standards-compliant sheets, and one-call understanding of drawings made elsewhere.

Enables AI agents to create, edit, inspect, and validate production drawings through one typed tool contract, driving either a live AutoCAD seat over COM on Windows or a headless ezdxf engine anywhere. It covers drafting, P&ID, mechanical, and architectural workflows with ISO/ANSI standards, dimension and tolerance checks, takeoffs, and drawing understanding.

Enables AI agents to drive production-grade CAD automation either live through COM on Windows or headlessly via ezdxf on any platform, using one typed contract across both engines. It covers drawing creation, P&ID, mechanical and architectural drafting, ISO GD&T and dimension-tolerance validation, takeoffs, and drawing understanding.