Judges Panel

소개

Judges Panel functions as an MCP server, establishing an independent quality gate for AI-generated code. It offers 18 specialized judges that meticulously evaluate code against critical domains such as data security, cybersecurity, cost-effectiveness, scalability, cloud readiness, and software engineering best practices. The tool operates in two distinct modes: a rapid, offline pattern-based analysis for common anti-patterns and an LLM-powered deep analysis facilitated by expert system prompts. Its intentionally composable design encourages seamless integration with other specialized MCP servers, enabling AI coding assistants to orchestrate a holistic review stack for ensuring code quality and production readiness.

주요 기능

• Generates detailed verdicts with per-judge scores, findings, and overall pass/fail status.
• Acts as an independent quality gate for AI-generated code regardless of the project.
• 3 GitHub stars
• Offers both offline pattern-based analysis and LLM-powered deep analysis via prompts.
• Designed for composable integration within a broader MCP server stack for comprehensive code review.
• Provides 18 specialized judges covering security, cost, scalability, and best practices.

사용 사례

• Automatically evaluate AI-generated code for quality, security, and adherence to best practices.
• Integrate with AI coding assistants (e.g., VS Code, Claude Desktop) for real-time code reviews.
• Establish a standardized quality assurance process for AI-driven software development workflows.