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Muggle AI

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 with screenshots and evidence.

Anthropic
Unscored visibility — 0/0 applicable dimensions scored
○ Schema Quality — Protocol — Reliability ○ Docs & Maintenance ○ Security Hygiene — Schema Interpretability
Schema Quality
42% weight
Protocol Compliance
N/A
Local server
Reliability
N/A
Local server
Docs & Maintenance
25% weight
Security Hygiene
33% weight
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