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