This article details five major updates to Gradio MCP servers, including seamless local file support, real-time progress notifications, OpenAPI spec to MCP conversion, improvements to authentication, and modifying tool descriptions. It highlights how these improvements enhance the development and hosting of AI-powered MCP servers on Hugging Face Spaces.