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MCP server · Content

seedflip-mcp

Give your AI coding agent design taste. 104 curated design seeds with colors, fonts, spacing, and shadows. Query by vibe, brand, or style.

Unclaimed last commit 6 months ago content
34Low

Scored 6 months ago · breakdown

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

From source
git clone https://github.com/bockenstette1/seedflip-mcp

This 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: 3 to 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

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About seedflip-mcp

How do I install seedflip-mcp?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is seedflip-mcp safe to use with an AI agent?

Its trust score is 34 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is seedflip-mcp still maintained?

The last commit was 6 months ago. That's long enough that you should check whether the maintainer is responding to issues before depending on it.