# Mobbin ships an MCP server for AI coding agents

By Steven Van · 2026-05-12

Coding agents like Claude Code can now query Mobbin's 600,000+ screenshot library for real UI examples before building.

Mobbin has launched an MCP server that lets AI coding agents search its library directly. [Mobbin](<https://creatorstoolbox.com/resources/mobbin>)'s screenshots of paywalls, onboarding, checkout and permissions flows from shipped apps become queryable by tools like Claude Code, so an agent can pull up real examples of a pattern before writing the UI for it.

It's available now at mobbin.com/mcp, as [announced on X](<https://x.com/i/status/2054031088625082792>).

[View media](<https://video.twimg.com/amplify_video/2054030701713055744/vid/avc1/1052x720/tDjkkDqSeschD4st.mp4?tag=14>)

![Mobbin](<https://www.google.com/s2/favicons?domain=mobbin.com&sz=128>)

Mobbin

UI & UX design inspiration library — 600,000+ fully searchable mobile and web app screenshots, organized by flow, screen, and pattern.

[View Mobbin →](<https://creatorstoolbox.com/resources/mobbin>)

[Read Mobbin ships an MCP server for AI coding agents on Creators Toolbox](<https://creatorstoolbox.com/blog/mobbin-mobbin-mcp>)

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Canonical source: https://creatorstoolbox.com/blog/mobbin-mobbin-mcp