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.

Finance apps

Your agent pulls checkout, pricing, and KYC screens from top fintech apps.

Finance app screen

Health apps

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

Health app screen

E-commerce apps

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

E-commerce app screen

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.”

ImageKirk McNeillFounder at UI Collective

When 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.

  • Stuck on a micro-decision

    Let agents explore best practices from apps that have already figured it out.

    AOption A: Uber ride selection with a route overview
    BOption B: Uber ride selection with a prominent vehicle card
  • UI feels dated

    Pull what top apps are doing right now, so you're always building from fresh patterns.

    Jul 2025Latest
    Feb 2024
    Oct 2022
    Sep 2021
    Request update
    Current shopping assistant screen

Set up in under a minute.

One-click install for most major tools. No API key needed.

  1. Step 1

    Upgrade to a paid plan

    Upgrade
  2. Step 2

    Connect tool

    Connect your AI agents directly to Mobbin.

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.