Muggle AI
Rank #102,501smithery/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 #102,501 of 137,492 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 34,991 of 137,492 servers on MCP Toplist.
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[](https://mcptoplist.com/server/smithery%2Fmuggleai%2Fmuggle)<a href="https://mcptoplist.com/server/smithery%2Fmuggleai%2Fmuggle"><img src="https://mcptoplist.com/badge/smithery%2Fmuggleai%2Fmuggle.svg" alt="MCP Toplist: #102,501 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
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
- Is Muggle AI listed on the Official MCP Registry?
- 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.
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