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Token-first UI design pipeline as a ProMCP-native server (triadic can_do/read_*/do_* over FastMCP): design intelligence, extraction, token generation, contrast, motion, and audit for React/Tailwind v4 + shadcn and Flutter (iOS/Android).

Project description

ultimate-ui-design

An MCP server that turns design tokens into real, consistent UI — for the web, Android, and iOS — straight from your AI assistant (Claude Code, Claude Desktop, or any MCP client).

You describe what you want ("a calm fintech dashboard, dark-mode first"); the server walks the model through a disciplined, token-first pipeline and can write the actual theme files to your project. Colors, spacing, and type all flow from one source of truth — so nothing is hardcoded, contrast is checked for you, and the output is the same every time you run it.

Looking for how it's built internally? See ARCHITECTURE.md.


What you get

  • Three build targets ("paradigms"), one workflow
    • web — React + Tailwind v4 + shadcn/ui
    • flutter-material — Flutter / Material 3 (Android)
    • flutter-cupertino — Flutter / Cupertino · HIG (iOS)
  • Tokens as the single source of truth — one design decision generates deterministic, diff-able theme files. Same input → same output, every time.
  • Accessibility built in — every color pair is checked (WCAG 2.1 + APCA) automatically.
  • Extract from any live site — point it at a public URL and it reads the computed styles into a token spec you can reuse.
  • Design audit — run your components against the live Web Interface Guidelines and get file:line findings.
  • Safe by design — the model can generate and preview everything, but only one action ever writes to disk, and it's reversible.

Install

Requires Python 3.10+.

pip install --pre "promcp==0.3.0.dev0" "fastmcp>=3.4,<4"

# Optional — only needed if you want to extract tokens from a live website:
pip install playwright && playwright install chromium

Then grab this repo and note the full path to server.py.


Connect it to your client

Claude Code

claude mcp add ultimate-ui-design -- python /absolute/path/to/ultimate-ui-design-promcp/server.py

Claude Desktop (or any client using an mcpServers config)

{
  "mcpServers": {
    "ultimate-ui-design": {
      "command": "python",
      "args": ["/absolute/path/to/ultimate-ui-design-promcp/server.py"]
    }
  }
}

Restart your client and the tools appear automatically.


Using it

The easiest way to start is the built-in design_pipeline prompt. Just tell it your brief and which paradigm you're targeting:

design_pipeline — brief: "A calm, trustworthy fintech dashboard, dark-mode first", paradigm: web

The assistant then runs the full token-first flow for you:

  1. Preflight — checks your toolchain is ready for the chosen paradigm.
  2. Design decision — picks a pattern, palette, type scale, spacing, and effects.
  3. Validate — sanity-checks the token spec before anything is written.
  4. Tokens — generates the theme files (and verifies contrast) — still in memory.
  5. Write — persists the files to your project (the one step that touches disk).
  6. Components + motion — builds UI that consumes only tokens, in every state.
  7. Audit — reviews the result against current UI guidelines.

Prefer a review pass on existing UI? Use the audit_only prompt and point it at your component files.

You can also just talk to it naturally — "generate a light+dark theme for this brand color and write it into ./theme" — and it will pick the right tools.


Your design in one spec

Everything comes from a small JSON token spec. Colors are sRGB hex so contrast can be verified:

{
  "name": "fintech",
  "light": {
    "bg": "#ffffff", "fg": "#0a0a0a",
    "brand": "#2f6bff", "on-brand": "#ffffff",
    "muted-fg": "#6b7280", "border": "#e5e7eb", "danger": "#d92d20"
  },
  "dark": {
    "bg": "#0b0c0e", "fg": "#fafafa",
    "brand": "#5b8bff", "on-brand": "#08101f",
    "muted-fg": "#9ca3af", "border": "#26282c", "danger": "#f97066"
  }
}

Only bg, fg, and brand are required — fill in the rest as your design grows.


What it generates

Paradigm Output
web CSS variables, Tailwind v4 theme, shadcn/ui theme, DTCG tokens
flutter-material app_theme_material.dart — seeded Material 3 ColorScheme, 8-dp grid, ThemeExtension
flutter-cupertino app_theme_cupertino.dartCupertinoThemeData, 44-pt touch targets, token scope

All three Flutter/web outputs can coexist in the same project.


FAQ

Will it overwrite my files? Writing is the only action that changes disk, it's opt-in, and it's reversible — the write reports exactly which files it created so they can be removed if you change your mind.

Do I need Playwright? Only for the "extract tokens from a live website" feature. Everything else works without it.

Can I use it without the prompts? Yes. The prompts are just a guided path; you can ask for any single step (generate tokens, check contrast, audit a file) directly.


Author: Alejandro Andrade (@alexlqi).

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