design-inspiration-mcp
One protocol for agents to find design references, scaffold interfaces and audit them.
- Domain
- Design engineering
- Built with
- MCP, Google Stitch, Design tokens
- Source
- github.com/notsointresting/design-inspiration-mcp
The problem
AI agents have no reference for taste when they scaffold a web app.
How it works
- 28 MCP tools across discovery, scaffolding and validation.
- Pulls patterns from Awwwards, Behance, Dribbble, Mobbin, SiteInspire and Godly.
- Bundles 58+ curated brand design specs and WCAG 2.1 AA checklists with automated UI audits.
Where it landed
Agents can discover, scaffold and validate a high-end interface through a single server.
Stack
- MCP
- Google Stitch
- Design tokens
- HTML/CSS