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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).

Reason this release was yanked:

Startup crash on stable promcp 0.3.0 (register_can_do API) — use 1.0.2

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

There's nothing to clone and no Python packages to manage. The one prerequisite is uv — a single self-contained binary that pulls Python, promcp, and fastmcp into an isolated, cached environment for you:

# Windows (PowerShell)
powershell -c "irm https://astral.sh/uv/install.ps1 | iex"

# macOS / Linux
curl -LsSf https://astral.sh/uv/install.sh | sh

That's the only thing you install. Everything else is handled by uvx at launch.


Connect it to your client

Claude Code (recommended)

One command — uvx fetches the package and all its dependencies automatically:

claude mcp add uidesign -- uvx ultimate-ui-design-promcp

Or just ask Claude Code to do it for you:

Add the ultimate-ui-design MCP server with uvx ultimate-ui-design-promcp.

Claude Desktop (or any client using an mcpServers config)

{
  "mcpServers": {
    "ultimate-ui-design": {
      "command": "uvx",
      "args": ["ultimate-ui-design-promcp"]
    }
  }
}

Restart your client and the tools appear automatically. On first launch uvx downloads and caches the package; subsequent starts are instant.

Optional — live-site token extraction

The read_extracted_design_system tool (reading tokens from a public website) needs Playwright. Pull it in via the extract extra and do the one-time browser download:

uvx --from "ultimate-ui-design-promcp[extract]" ultimate-ui-design-promcp
# then, once, to fetch the headless browser binary:
uvx --from "ultimate-ui-design-promcp[extract]" playwright install chromium

Everything else works without it.

Run from source instead (for development)
pip install "promcp>=0.3.0,<0.4" "fastmcp>=3.4,<4"
python server.py   # stdio
# register: claude mcp add uidesign -- python /absolute/path/to/server.py

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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