Muggle AI vs muggle-ai-works

Ship quality products with AI-powered QA that validates your app's user experience — from Claude Code and Cursor to PR. One install gives your AI coding assistant the power to vision-based QA your app like a real user would: clicking through flows, catching broken experiences, and reporting results

Your AI coding agent writes code fast — we make sure the web product actually works. Paste a URL, the agent clicks through signup/checkout/dashboards like a real user, reports failures with screenshots. Currently web only. Works with Claude Code, Cursor, Codex, Windsurf.

CLI Tools

MCP Servers

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TypeScript

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