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Five Big Improvements to Gradio MCP Servers

Gradio has released version 5.38.0 to enhance MCP servers with Seamless Local File Support via a new File Upload endpoint, real-time progress streaming for MCP clients, and a one-line OpenAPI-to-MCP conversion using gr.load_openapi. The update also improves authentication by allowing server arguments to be declared as gr.Header and surfaced in docs.

published JUL 17, 2025★★★★
Read the sourcehuggingface.co/blog/gradio-mcp-updates
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HuggingFace Blog
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JUL 17, 2025 · 19:10
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