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DimensionStitch MCPSeamlessly bring AI-generated UI designs from Google's Stitch into your development workflow.Context7Upstash's official server providing up-to-date third-party library docs for AI coding assistants
FMRS46 / 100 · D80 / 100 · B
Reliability6 / 2014 / 20
Security and permissions8 / 2016 / 20
Maintenance8 / 2017 / 20
Documentation13 / 2015 / 20
Setup experience11 / 2018 / 20
Best for
  • Designers and developers who want to integrate AI-generated UI designs into their development workflow.
  • Teams that want to use coding agents to quickly generate code based on designs.
  • Developers using MCP-supported IDEs like VS Code, Cursor, etc.
  • Developers using fast-moving frameworks/libraries worried about the AI suggesting stale code
  • Scenarios wanting zero-config documentation lookup
Not for
  • People who do not use Google Stitch or do not need integration with it.
  • Those seeking an officially supported Google solution (this tool is an independent experimental project).
  • Users who need a graphical interface for browsing designs (primarily CLI-based).
  • Looking up internal/private codebase documentation (Context7 targets publicly published open-source libraries)
  • Cases needing very high coverage of obscure, niche libraries (coverage depends on what Context7's platform has indexed)
Required permissions
  • Access to Google Cloud project and enable Stitch API.
  • Run a Vite development server locally and build Astro projects.
  • Access terminal and file system to generate project files.
  • Usable without an API key (subject to a free-tier rate limit); CONTEXT7_API_KEY is an optional credential for higher quota
  • Read-only documentation lookup — no code execution or local filesystem access involved
Risks and side effects
  • Experimental project, may not be maintained, or incompatible with future Stitch API versions.
  • Requires valid Google Cloud credentials; misconfiguration may lead to permission errors.
  • In headless environments (e.g., SSH, Docker), browser-based authentication may not work automatically; you need to manually copy the OAuth URL.
  • The free tier has limited quota — high-frequency use may hit rate limits
  • Documentation content comes from Context7's platform index, so its accuracy and freshness depend on that platform's crawl cadence
Supported clientsVS Code, Cursor, Claude Code, Gemini CLI, Codex, OpenCodeClaude Code, VS Code, Cursor, Cline, Amp
Tools32