I gave my AI access to 600,000 real app & web screens.
Here's the workflow:
1. Connect
@mobbin MCP to your AI (I used Claude, works w/ Codex, Cursor, Antigravity too)
2. Ask it to research how top apps in your industry design what you're building (eg. fintech onboarding)
3. Ask it to compile the findings into a visual report
4. Build, but give it context first: Attach the report, a spec or PRD, your design system
the result
- without the MCP: generic output
- with the MCP: Claude picks up the industry context, sees the end-to-end flow, considers the edge cases.
Think of Mobbin MCP as a librarian, not a designer.
It hands your agent a library card to 600K+ real screens, full flows and animations from products already shipped. Your agent sees what good looks like, then gives you a starting point to build on.
here's the full workflow + detailed prompt
🔍 'mobbin' on youtube