Developed and integrated an AI Image Generation Server within the modelcontextprotocol/servers repository, enabling community servers to produce professional-quality images from simple user prompts. Focused on server-side orchestration and AI-driven image processing, the solution streamlined content creation and enhanced user engagement without introducing major bugs. The work involved designing an image generation pipeline that leverages AI development skills and image processing techniques, all delivered through a Git-based workflow. By prioritizing production-ready integration and user value, the project addressed the need for efficient, automated content generation in community environments, demonstrating a practical application of AI and server development expertise.