The design reference your AI agents are missing.
Mobbin MCP is a design MCP server that connects your AI agents to 600,000+ real product screens, so what they build starts with what already works.
Available on Pro & Team plans
Trusted by 2M+ designers. Now available to your AI agents.
AI agents can write code. But they don’t know what works. They're guessing… and it shows. Mobbin MCP fixes that.
An AI agent asked to “Design a paywall for our Pro plan” searches Mobbin MCP and returns annotated paywalls from Revolut, Duolingo and Uber.
621,500+ shipped screens. Now your AI agents can see them too.
Your AI agents can search, reference, and reason about all of it, from mobile screen design to web design patterns.
Your AI agents can search, reference, and reason about all of it, from mobile screen design to web design patterns.
Finance apps
Your agent pulls checkout, pricing, and KYC screens from top fintech apps.

Health apps
Reference how real apps handle permissions, habit loops, and sensitive onboarding.

E-commerce apps
Search real product pages, checkout flows, and cart recovery patterns from top shopping apps.

Ask anything. Get real screens back.
Show me the most creative 404 pages with personality that might suit our brand.
Find pull-to-refresh animation examples from social apps.
Pull 30 bottom sheet examples from top iOS apps.
How do I ask for notification permissions without getting denied?
Compare how Airbnb and Booking.com handle checkout flows.
How do I reduce drop-off in our signup flow?
“Being able to pull Mobbin's patterns, knowledge, and images directly into my brainstorming sessions with Claude is incredible. It's something I've always had to do manually until now.”
Kirk McNeillFounder at UI CollectiveWhen to reach for Mobbin MCP
Building from scratch
Your agent analyzes successful design patterns in top apps and applies them in your AI-generated designs.
Binance
Wise
Qantas Airways
Common KYC patterns extractedProgressive disclosure with step indicators: Almost every flow shows progress — Neo Financial (3-dot stepper), DoorDash (1 of 4 bar), N26 (linear progress). Never let users feel lost in regulatory hell.
Pre-flight intro screen before camera: Monzo, Qantas, Monese, Kraken, N26 all set expectations before opening the camera — what you’ll do, why, lighting requirements, data handling. Reduces drop-off massively.
Trust signals embedded inline: “Powered by Berbix/Onfido/Mitek” encryption notes, privacy policy links — banking apps especially over-index on this (Monzo’s lock icon + “encrypted, stored securely”, Qantas’ explicit “we won’t store your passport image”).
Document-type selection first, then scan: Pick passport vs ID vs driver’s license, then go to camera. Reduces re-scans.
Youcome up with a few sample mockups of how i should design a neobank KYC screen with my styleguide
Style guide
Generated designs



Stuck on a micro-decision
Let agents explore best practices from apps that have already figured it out.
A
B
UI feels dated
Pull what top apps are doing right now, so you're always building from fresh patterns.
Jul 2025LatestFeb 2024Oct 2022Sep 2021Request update
Set up in under a minute.
One-click install for most major tools. No API key needed.
- Step 1
Upgrade to a paid plan
Upgrade - Step 2
Frequently asked questions
Your AI agents are guessing.
They don’t have to.
Whatever you're building, there's an app on Mobbin that's already solved it. Search thousands of apps, from household names to hidden gems.





