During December 2024, Flux focused on enhancing Kubernetes cluster management within the MCP framework, contributing to both the modelcontextprotocol/servers and punkpeye/awesome-mcp-servers repositories. Flux developed a new MCP server for Kubernetes, enabling direct management of pods, deployments, and services, and implemented a TypeScript-based version to improve maintainability and encourage broader adoption. The work emphasized scalable server management patterns and cross-repository alignment, streamlining onboarding and operational workflows. Flux also updated documentation in Markdown to highlight these enhancements, demonstrating proficiency in Kubernetes, TypeScript, and full stack development. The contributions reflect a thoughtful approach to maintainable, scalable infrastructure solutions.