Analyze code personality, energy levels, and aesthetic qualities through subjective vibe-checking. For developers who want playful, non-technical feedback on code style and character.
io.github.webmoleai/mcp-vibe-checker
Local install
STDIO
No auth required
How models use it and what it is built for.
Analyze code personality, energy levels, and aesthetic qualities through subjective vibe-checking. For developers who want playful, non-technical feedback on code style and character.
Local install — runs as a subprocess.
Where to find authoritative docs and source for Webmoleai MCP Vibe Checker.
Paste any of these into Agent Studio after connecting Webmoleai MCP Vibe Checker.
Common questions about connecting and running Webmoleai MCP Vibe Checker.
What does 'vibe-checking' code actually mean?
The server analyzes code style, structure, and patterns to assign subjective qualities like personality types, energy ratings, and aesthetic characteristics. It's a playful, non-functional assessment of how code "feels" rather than whether it works.
Is this a serious code review tool or just for fun?
It's primarily for fun and creative feedback. Use it alongside traditional linters and code review for personality insights, not correctness or performance validation.
How do I install and run the mcp-vibe-checker server?
Install via `npx mcp-vibe-checker@0.1.1`. It runs over stdio transport, so connect it to your MCP client and start sending code snippets for analysis.
What programming languages does it support?
The registry metadata doesn't specify language restrictions. Test with your target language; the server likely analyzes syntax patterns and style across common languages.
Can I use this in CI/CD or automated workflows?
Technically yes via the MCP protocol, but vibe-checking is subjective and non-deterministic. It's better suited for interactive developer feedback than automated gates.
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