
Human-in-the-loop validation layer for AI coding assistants and LLMs.
Visit Mcp As A JudgeMCP as a Judge is an open-source Model Context Protocol (MCP) server that acts as a validation layer between AI coding assistants and LLMs. It enforces explicit, evidence-based code and design reviews, security and quality gates, and requires human-in-the-loop intervention for ambiguous or risky decisions. Geared toward developers and organizations using AI-powered coding tools (like GitHub Copilot, Claude Code, Cursor), it ensures safer, higher-quality code, robust testing, and adherence to best software engineering practices.
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