During December 2025, Victor Petrov focused on enhancing documentation quality in the modelcontextprotocol/modelcontextprotocol repository. He updated Markdown-based documentation to correct Model Context Protocol links, ensuring they accurately reflected the latest MCP specifications. This technical writing effort improved reference accuracy for both users and developers, reducing the risk of integration errors and minimizing support inquiries. By refining documentation structure and link governance, Victor contributed to faster onboarding and a smoother experience for new contributors. The work, implemented exclusively through documentation changes without code modifications, demonstrated attention to detail and a clear understanding of documentation’s role in overall repository health.