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DimensionDembrandtExtract any website's design system into design tokens in seconds: logo, colors, typography, borders & more. One command.GitHub MCP ServerGitHub's official MCP server for managing repos, issues, PRs, and workflows via natural language
FMRS66 / 100 · C76 / 100 · B
Reliability7 / 2013 / 20
Security and permissions13 / 2014 / 20
Maintenance14 / 2018 / 20
Documentation18 / 2017 / 20
Setup experience14 / 2014 / 20
Best for
  • Frontend developers needing to rapidly analyze a website's design system and extract reusable tokens.
  • Design system teams needing to document existing sites or track design changes across versions.
  • AI agents using MCP that need to automatically fetch website design information for development or auditing.
  • Teams that want an AI assistant to directly operate on GitHub repos and collaboration workflows
  • Users already in the GitHub Copilot ecosystem who want a zero-deployment remote option
Not for
  • Users needing full interactive analysis (e.g., hover effects) since only some interaction states are extracted from CSS.
  • Canvas/WebGL-rendered websites because they have no DOM to read.
  • Unauthorized automated access that violates a website's terms of service; ensure permission.
  • Scenarios where you don't want the assistant to have write access to repos (enable only read-only toolsets)
  • Environments with strict network isolation for private repos that can't reach the official remote endpoint
Required permissions
  • Network access: Requires internet to access target websites.
  • Local file system: Write permissions for saving output files (JSON, PDF, DESIGN.md).
  • Browser execution: Uses Playwright to drive a browser; may need system privileges.
  • A personal access token (PAT) or OAuth App token; effective scope depends on the token's own permissions
  • Enabling toolsets like actions/issues/pull_requests grants write access — request tokens on a least-privilege basis
Risks and side effects
  • Target websites may prohibit automated access, risking IP bans or legal issues.
  • Extracted tokens may contain copyrighted design elements; do not reproduce third-party brand assets without permission.
  • Browser automation can be resource-intensive; in CI or restricted environments, configuration like --no-sandbox may be needed.
  • Write toolsets (creating/merging PRs, triggering workflows) can cause accidental changes if the token is overscoped — try a read-only toolset first
  • In hosted mode, credentials travel via the Authorization header — make sure the client-to-api.githubcopilot.com connection is trusted
Supported clientsClaude Desktop, Cursor, WindsurfClaude Desktop, Claude Code, VS Code, Cursor, Windsurf, JetBrains IDEs, Zed, Amp
Tools1215