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MCP servers tagged prototyping
20 live MCP servers tagged "prototyping", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with prototyping.
Penpot MCP
Penpot MCP server
MCP
MCP server for Penpot integration
Redesign
Drop in a UI screenshot and RēDesign runs it past many AI models at once, then gives you a browsable wall of self-contained HTML redesigns to compare. Runs locally on Bun.
Quilt
AI-native infinite-canvas design tool: describe an app, get multi-screen HTML designs on an infinite canvas, click through them as a prototype, and let your local coding agent rea…
ReDesign
Drop in a UI screenshot and RēDesign runs it past many AI models at once, then gives you a browsable wall of self-contained HTML redesigns to compare. Runs locally on Bun.
Penpot MCP
AI-agent skill for creating, auditing, and maintaining Penpot design systems, prototypes, tokens, and design-to-code workflows via the official Penpot MCP Server.
Arness
Structured AI workflows for Claude Code — from first idea to production deploy. Three plugins: Spark (discovery & prototyping), Code (development pipeline), Infra (infrastructure…
Server
MCP server for Wireweave DSL - Thin client for API Server
Brainstorm Companion
AI-assisted visual brainstorming companion
Figma
Enterprise Model Context Protocol (MCP) server & companion plugin for AI-driven UI/UX design & prototyping in Figma
Codetutor Mobile Prototyper
Agent skill for Claude Code, Codex and other agents: turn a spec, architecture and design docs into a verified, clickable Android UX prototype (Playwright MCP).
Perfboard Studio
Design circuits on perfboard the way you would on a PCB — netlist-driven placement and routing, perfboard-specific DRC, LVS, and a soldering guide with measurement checkpoints.
Beziera
AI-assisted UI design, prototyping and animation on HTML-native artboards — driven by whichever coding agent you already run.
Stitch Plugin
Google Antigravity plugin for Google Stitch: AI-powered UI/UX prototyping, 15 MCP tools, 17 design-to-code skills, and DESIGN.md token synthesis.
Bwvi Design
Agent 原生设计决策协议。CLI + MCP Server，让 AI Agent 拥有结构化的设计决策能力。200ms 产出，115 品牌，56 风格，50+ 蓝图，视频录制，零配置零依赖。
karyaboyraz/mockit-mcp
`claude` CLI (uses your Claude Code subscription) or Anthropic API. Stdio + HTTP transports, MIT.
Sheltie
Arrange live web pages on an infinite canvas and review your whole site like artboards in a design tool. macOS.
Figma Unified MCP
Describe it, and it appears in Figma. 106 tools, 14 agent skills. Read, create, edit designs & manage tokens via Claude, Cursor, or any MCP client. Open source.
Perfstudio
Design circuits on perfboard the way you would on a PCB — netlist-driven placement and routing, perfboard-specific DRC, LVS, and a soldering guide with measurement checkpoints.
Discovery Os
Product discovery for AI agents, done properly. Seven skills that route any discovery question to the method your evidence can support, and refuse to invent a customer, a number,…