Audit UI design, extract Design DNA, generate tokens, and create transformation blueprints.
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io.github.avivgerz-hue/unslop is an MCP server that audit UI design, extract Design DNA, generate tokens, and create transformation blueprints. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 62/100 on MCPpedia's security, maintenance and efficiency rubric.
Config is the same across clients - only the file and path differ.
{
"mcpServers": {
"unslop": {
"args": [
"-y",
"unslop-mcp",
"--mcp"
],
"command": "npx"
}
}
}Are you the author?
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Audit UI design, extract Design DNA, generate tokens, and create transformation blueprints.
This server supports HTTP transport. Be the first to test it - help the community know if it works.
Five weighted categories - click any category to see the underlying evidence.
No known CVEs.
Checked unslop-mcp against OSV.dev.
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⭐ If this tool helps your AI coding workflow, please give this repository a Star! It helps more developers discover the project.
VibeFoundry Agent Suite: 🎨 unslop — UI Design DNA & Anti-Slop Engine (npx -y unslop-mcp@latest init) · 🛡️ vibe-shield — Security Scanner for AI Code (npx -y @vibefoundry/vibe-shield@latest scan .) · 👻 ghost-qa — Autonomous Headless Browser QA (npx -y ghost-qa@latest test http://localhost:3000)
npx -y unslop-mcp@latest init
Your agent can write the code. unslop gives it a measurable design engineering protocol.
unslop is a zero-runtime-dependency UI/UX Design Engineering CLI, native MCP Server, and AI Agent Skill. It audits 72 rules across seven design craft pillars, installs ten studio-grade archetypes, extracts Design DNA, exports four token formats, and turns every finding into an exact, prioritized transformation blueprint for JSX/TSX, HTML, Vue, Svelte, CSS, and Tailwind codebases.
Works natively with Claude Code, OpenCode, OpenAI Codex, Cursor, Windsurf, GitHub Copilot, Cline/Roo Code, Zed, and universal Agent Skills.
Human-readable CLI audits and refactor plans include a copyable badge for the calculated grade and a GitHub star link. Commands that do not calculate a score show a clearly labeled example badge. JSON and MCP stdio are never decorated.

npx -y unslop-mcp init --preset linear-precision
npx -y unslop-mcp audit .
npx -y unslop-mcp refactor-plan . --report UNSLOP-REPORT.md
Install the latest universal integrations directly from GitHub in any project (the published npm version may lag behind main):
npx -y github:avivgerz-hue/unslop#main init --preset linear-precision
| Agent | Native files generated by unslop init |
|---|---|
| Claude Code | .mcp.json, CLAUDE.md, .claude/skills/unslop/SKILL.md, .claude-plugin/plugin.json |
| OpenCode | opencode.json with mcp.unslop-mcp, plus AGENTS.md |
| OpenAI Codex CLI / Universal Agents | AGENTS.md and .agents/skills/unslop/SKILL.md |
| Cursor | .cursor/mcp.json, .cursor/rules/unslop.mdc, and legacy .cursorrules |
| Windsurf | .windsurfrules |
| VS Code / GitHub Copilot | .vscode/mcp.json and .github/copilot-instructions.md |
| Cline / Roo Code | .clinerules |
| Zed | .zed/settings.json under context_servers |
Restart or reload the agent after installation so it discovers the new MCP server and Skill. Existing instructions outside Unslop's managed block, unrelated MCP servers, settings, inputs, and custom fields are preserved. Running init again is byte-for-byte idempotent.
This repository itself includes root AGENTS.md, CLAUDE.md, opencode.json, .claude-plugin/plugin.json, and both Claude/Codex Skill paths for immediate auto-discovery.
The result is not a generic prompt. It is a versioned token contrac