Contributed to the punkpeye/awesome-mcp-servers repository by delivering an Open Code Review entry within the Developer Tools section of the README. This addition described an AI-powered code quality gate designed to detect code defects, supporting earlier identification of issues and streamlining developer onboarding. The work focused on enhancing documentation using Markdown, while integrating concepts of AI-driven quality assurance and Git-based traceability. No major bugs were addressed during this period, with efforts concentrated on improving tooling visibility and accelerating delivery cycles. The approach demonstrated a commitment to clear technical communication and the adoption of AI integration to raise overall code quality standards.