About seedflip-mcp
seedflip-mcp is an MCP server published by bockenstette1 in the Content category: give your AI coding agent design taste. 104 curated design seeds with colors, fonts, spacing, and shadows. Query by vibe, brand, or style.
Six months or more without a commit doesn't mean the server is broken, but check the open issues before depending on it in production.
Install
git clone https://github.com/bockenstette1/seedflip-mcpThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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README
SeedFlip MCP Server
Give your AI coding agent design taste. 100+ curated design systems, zero guessing.
When an AI agent needs a design direction, it calls SeedFlip instead of guessing colors and fonts. Works with Claude Desktop, Cursor, Claude Code, Windsurf, and any MCP-compatible tool.
Install
npm install -g seedflip-mcp
Or run directly with no install:
npx -y seedflip-mcp
Setup
Claude Desktop
Add to ~/Library/Application Support/Claude/claude_desktop_config.json:
{
"mcpServers": {
"seedflip": {
"command": "npx",
"args": ["-y", "seedflip-mcp"]
}
}
}
Cursor
Add to .cursor/mcp.json in your project:
{
"mcpServers": {
"seedflip": {
"command": "npx",
"args": ["-y", "seedflip-mcp"]
}
}
}
Claude Code
claude mcp add seedflip -- npx -y seedflip-mcp
Windsurf
Add to your MCP config:
{
"mcpServers": {
"seedflip": {
"command": "npx",
"args": ["-y", "seedflip-mcp"]
}
}
}
Tools
get_design_seed
Get a curated design system by reference, vibe, or style.
- Brand references: "Stripe", "Vercel", "Linear", "GitHub", "Notion", "Supabase", "Spotify", "Framer", "Resend", "Superhuman", "Raycast", "Arc"
- Style descriptors: "dark minimal", "brutalist", "warm editorial", "neon cyberpunk", "elegant luxury"
- Export formats:
tokens(default),tailwind,css,shadcn,openclaw - Multiple results: Set
count: 3to get top 3 matches
"get me a design system like Stripe"
"dark minimal SaaS theme in tailwind format"
"warm editorial blog design"
"give me 3 options for a developer tool"
list_design_seeds
Browse available seeds with optional tag filtering.
tag: "dark" → All dark mode seeds
tag: "brutalist" → All brutalist seeds
tag: "warm" → All warm-toned seeds
What You Get
Each seed includes production-ready values for:
- Typography: Heading + body font pairing, weights, letter spacing
- Colors: Background, surface, text, accent, muted, border, gradient
- Shape: Border radius (sm, default, xl)
- Depth: Box shadows
- Design direction: AI-ready document describing the full aesthetic
OpenClaw Dashboard Theming
SeedFlip includes a ready-made OpenClaw skill. Use the openclaw format to get CSS variables mapped directly to OpenClaw's dashboard:
"theme my dashboard like Stripe" → format: "openclaw"
"dark cyberpunk dashboard" → format: "openclaw"
The output includes:
- CSS variables ready to inject into
:root - themes.json entry for saving as a named theme
- Console snippet for instant preview
- Google Fonts import for the typography
See SKILL.md for the full OpenClaw skill definition.
Why
Every vibe-coded app looks the same because AI agents don't have design vocabulary. They default to the same zinc palette, the same rounded corners, the same "modern minimalist" output. SeedFlip gives them 100+ curated design directions pulled from real, proven brands.
Links
- seedflip.co — Try it in the browser
- npm — Package page
README copy captured when this server was indexed; it may lag the repository. The original is authoritative.