Gradio, a popular platform for building AI applications, has introduced a new feature that allows developers to convert any Python function into an MCP server with minimal code. This update enables Gradio apps to ship as MCP servers by default, simplifying the deployment of AI models and agents. The feature requires only a simple parameter addition in the launch command, making it accessible for a broad range of users. The integration is expected to expand the reach and functionality of AI applications, particularly on platforms like Hugging Face Spaces, which hosts a large directory of AI apps. Additionally, Emp Cloud has launched as a platform designed to support the hosting and rapid deployment of personalized, modular AI agents, complementing the new capabilities offered by Gradio. Industry observers note that this advancement could accelerate the development and deployment of AI agents across various use cases.