# Hugging Face — Implementing MCP Servers in Python: An AI Shopping Assistant with Gradio

- Company: Hugging Face (huggingface.co)
- Announced: 2025-07-31T00:00:00+00:00
- Category: developer-tool-release
- Subject: Platform
- Models affected: IDM-VTON
- Source: https://huggingface.co/blog/gradio-vton-mcp
- Record: https://forck.live/items/1646-implementing-mcp-servers-in-python-an-ai-shopping-assistant-with-gradio

Hugging Face announces that Gradio now supports the Model Context Protocol, allowing Python developers to create MCP servers that connect LLMs to AI models and Spaces. The post provides a tutorial for building an AI shopping assistant using Gradio, the IDM-VTON try-on model, and VS Code's AI chat.

## Evidence

Verbatim from https://huggingface.co/blog/gradio-vton-mcp:

> Gradio is the fastest way to do it! With Gradio's Model Context Protocol (MCP) integration, your LLM can plug directly into the thousands of AI models and Spaces hosted on the Hugging Face Hub.

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Record: https://forck.live/items/1646-implementing-mcp-servers-in-python-an-ai-shopping-assistant-with-gradio
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