🧭 Vibe Check MCP

Created By

kesslerio7 months ago

Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for vibe coders who love AI tools but need a safety net to avoid expensive overengineering traps.

# python

# mcp

Overview Content Tools Comments

Overview

What is Vibe Check MCP?

Vibe Check MCP is a server designed for engineering anti-pattern detection and code review, specifically built to integrate with Claude Code's Model Context Protocol (MCP). It provides a friendly, coaching-oriented analysis of GitHub issues to help developers identify and prevent systematic engineering anti-patterns.

How to use Vibe Check MCP?

To use Vibe Check MCP, you need to have Claude Code installed. You can quickly set it up by cloning the repository, installing the required dependencies, and adding the MCP server to Claude Code using the provided commands.

Key features of Vibe Check MCP?

Detects systematic engineering anti-patterns that lead to technical debt.
Provides educational guidance and coaching on best practices.
Offers multiple deployment options including native and Docker setups.
Integrates seamlessly with GitHub for issue analysis and pull request reviews.

Use cases of Vibe Check MCP?

Analyzing GitHub issues for potential anti-patterns.
Conducting comprehensive pull request reviews with educational insights.
Assisting teams in preventing technical debt through guided coaching.

FAQ from Vibe Check MCP?

Is Vibe Check MCP free to use?
Yes, Vibe Check MCP is open-source and free to use.
What are the prerequisites for using Vibe Check MCP?
You need to have Claude Code installed and a Python environment set up.
How accurate is the anti-pattern detection?
The system has achieved 87.5% detection accuracy with 0% false positives in testing.

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