Give Your AI Coding Agents World-Class Design Taste.
Stop letting AI agents invent arbitrary Tailwind classes and clashing colors. Neat Labs delivers 1,239 brand design systems,68 React component archetypes, a local codebase scanner, and multi-screen flows to your editor over MCP.
Try Brief-to-Layout Matching
See how recommend guides coding agents before they generate markup.
recommend tool returns.Beyond Static Screenshots: The Code vs. Pixel Revolution
Mobbin gives human designers static PNGs to view in a browser. Neat Labs gives coding agents React source they can use directly inside their IDE.
- ✗ Static PNG screenshots without code
- ✗ Isolated frames lacking state machine logic
- ✗ Zero codebase context or reverse-extraction
- ✗ Requires human clicking and manual copying
- ✗ No theme migration or token harmonization
- ✓ React + Tailwind v4 JSX source
- ✓ Multi-screen user flows with a step orchestrator
- ✓ Local scanner for CSS variables and Tailwind classes
- ✓ Style Transfer: adapts existing tokens to Linear/Stripe
- ✓ MCP server for Cursor, Claude, and Codex
The Complete AI Design Intelligence Stack
Everything your coding agents need to build coherent, high-taste interfaces.
Codebase Scanner & Adapt
Runs locally to find your Tailwind version, CSS custom properties, and component classes, then maps them onto a catalogue brand for you to review. Pattern-based, not a full parser.
Live Theme Synthesizer
Theme any of 68 React component archetypes with one of 1,239 brand systems. Each export includes the component, a theme.css, and any token roles that fell back to defaults.
Multi-Screen Flows to Code
Don't just generate screens in isolation. Export end-to-end user journeys, such as SaaS onboarding and paywall upgrades, with a step orchestrator.
Connect Neat Labs to Cursor or Claude in 60s
No local binaries or dependencies needed. Point your editor directly to the hosted endpoint on neatlabs.design.
// Add to ~/.cursor/mcp.json
{
"mcpServers": {
"neat-labs": {
"url": "https://neatlabs.design/api/sse"
}
}
}