"How to run Docker and view logs" matching MCP servers:

Converts a Figma file into a React project using Ant Design, AG Grid, ApexCharts, and Tailwind CSS, with optional export of mobile screens as a React Native (Expo) app.

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.

Connects Claude Desktop to a running FreeCAD instance, enabling document management, part creation and editing, direct Python execution, parts library insertion, FEM analysis, and 3D view screenshots.

MCP server for AutoCAD LT automation and headless DXF generation, exposing tools for drawing, entities, layers, blocks, annotations, P&ID, and view operations via natural language.

Extracts SVG icons from Figma and generates React TSX icon components automatically, enabling AI assistants like GitHub Copilot and Claude to manage icon workflows.

Enables AI to view the Serpentine3D viewport, create NURBS geometry, and execute commands, integrating AI directly into the modelling workflow.

Enables AI assistants to perform high-performance 3D CAD design, ultra-fast multi-view rendering, immutable versioned project management, and geometry/mesh verification for 3D printing on Windows.

Enables agents to paint side-view pixel characters, apply hard-band shading, and build 8-frame joint animations through MCP tools.

Converts Figma to Markdown. Strips out visual noise to drastically reduce LLM token consumption.

Enables Cursor AI to read and modify Figma designs programmatically via the Model Context Protocol.

Enables AI agents to read and modify Figma designs programmatically through WebSocket communication, supporting document manipulation, styling, text replacement, and component management.

An MCP server that integrates AI agents with Figma, enabling reading and programmatic modification of designs.

Enables AI agents to directly control Figma Desktop via MCP, supporting UI creation, editing, prototyping, and variable management with over 60 tools.

This MCP server lets AI agents connect to Figma to read, analyze, create, and modify designs, including elements, styles, assets, and code generation. It works with free Figma accounts and supports parallel multi-agent use across MCP-compatible clients.

Enables local creation and verification of Rhino .3dm architectural models from JSON specs without Rhino or a license, including inspection, two-view PNG rendering, evidence auditing, and optional Blender rendering/import.

Unofficial MCP server for appshots.design that enables AI assistants to search and view real app screenshots for grounded design research.

MCP server for ingesting UI screenshots, Figma MCP node JSON, or hybrid Figma-plus-screenshot sources into a cross-platform design-to-code artifact pipeline.

A local MCP bridge that lets AI agents build and edit real TouchDesigner networks by creating and wiring operators, setting parameters and expressions, validating the network, and viewing rendered image previews to iterate on results.

Enables users to create and edit 3D floor plans conversationally, describing rooms and layouts or uploading DWG/PDF drawings, then view them in 2D/3D via a live link.

Enables AI agents to extract design systems, analyze components, and maintain design-code consistency from Figma files, providing intelligent component analysis and accessibility compliance.