Mcp As A Judge

MCP as a Judge is a behavioral MCP server designed to act as a validation and quality assurance layer between AI coding assistants (e.g., GitHub Copilot, Claude Code, Cursor) and LLMs, ensuring that generated code and plans meet higher engineering and security standards. It enforces steps like explicit LLM code and plan evaluation, evidence-based research, reuse over reinvention, approval gates for tasks, and human-in-the-loop interventions for ambiguities. This tool is ideal for developers, teams, or organizations integrating AI-assisted coding while prioritizing code safety, reliability, and process transparency.