Design Inspiration Automation with Mobbin

Automate Mobbin UI inspiration gathering via Playwright MCP with structured storage.

Updated Feb 10, 2026

Search Tags:#automation #screenshots #playwright-mcp #design-process #mobbin #ui-inspiration

Ready to run

npx skills add https://github.com/deepakaniraj/design --skill design-inspiration-automation-with-mobbin

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Design Inspiration Automation with Mobbin
Source: https://github.com/deepakaniraj/design/tree/main/scripts/Skill
Command: npx skills add https://github.com/deepakaniraj/design --skill design-inspiration-automation-with-mobbin

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Collecting up-to-date, high-quality UI patterns from real apps is time-consuming and error-prone; this skill automates Mobbin-based inspiration gathering using Playwright MCP to deliver ready-to-use assets and documentation for design work.

Core Features & Use Cases

Automated discovery and capture: searches Mobbin for patterns, cycles through apps, and downloads representative screens.
Structured organization: saves assets and metadata under a clear folder structure (design/by-pattern/{pattern-name}) with flow summaries.
Design decision support: generates in-context insights and summaries to guide UI decisions.

Quick Start

Instruct the agent to fetch login screens from Mobbin and save them under design/by-pattern/login with a summarized UX report.

Frequently Asked Questions about Design Inspiration Automation with Mobbin

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I automate UI inspiration gathering from Mobbin?▼

Automated Mobbin UI extraction uses Playwright MCP to search patterns, cycle through apps, and download representative screens. It handles app selection, three-dot menu extraction, and saves assets into a structured design directory with error handling.

Can I capture both single screens and full screen flows from Mobbin?▼

Yes, Mobbin capture supports single-screen inspiration, full screen flows, and flow comparisons across apps. It downloads representative screens and generates flow summaries with in-context insights to guide UI design decisions.

Does this Mobbin automation tool require Playwright MCP to run?▼

Yes, Playwright MCP is required to run this Mobbin automation. It uses Playwright MCP to implement the browser interactions needed for searching Mobbin, selecting apps, and extracting UI assets.

How are downloaded Mobbin UI screenshots organized for design projects?▼

Downloaded Mobbin UI screenshots are organized under a clear folder structure at design/by-pattern/{pattern-name}. This structured storage includes assets, metadata, and flow summaries to support design decisions.

What happens when Mobbin app selection or screen extraction fails?▼

When Mobbin app selection or screen extraction fails, the automation includes built-in error handling and fallbacks. This ensures the Playwright MCP process continues gathering UI inspiration without interrupting the entire workflow.