Muggle AI
Rank #54055smithery/muggleai/muggle
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.
Muggle AI is a Model Context Protocol (MCP) server. It ranks #54055 of 58,832 servers tracked on MCP Toplist. Muggle AI is listed on Smithery, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 28, 2026.
Ranks ahead of 4,777 of 58,832 servers on MCP Toplist.
Use Muggle AI
Muggle AI doesn’t publish a machine-readable install config. Open one of its registry listings above to find install instructions.
Listed on 1 registry
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is 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.
- Is Muggle AI an official MCP server?
- Muggle AI is not on the Official MCP Registry. It is listed on Smithery.
- How many versions does Muggle AI have?
- Muggle AI ships as a single rolling release with no explicit version metadata.