# Hugging Face — Upskill your LLMs With Gradio MCP Servers

- Company: Hugging Face (huggingface.co)
- Announced: 2025-07-09T00:00:00+00:00
- Category: capability-change
- Subject: Platform
- Models affected: Flux.1 Kontext[dev]
- Source: https://huggingface.co/blog/gradio-mcp-servers
- Record: https://forck.live/items/1665-upskill-your-llms-with-gradio-mcp-servers

Hugging Face announces that Gradio apps now support the MCP protocol, turning Hugging Face Spaces into an MCP App Store where users can connect specialized AI abilities to any MCP-compatible LLM client. An example using Flux.1 Kontext[dev] for image editing is provided.

## Evidence

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

> As of version 5.28.0, Gradio apps support the MCP protocol.

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Record: https://forck.live/items/1665-upskill-your-llms-with-gradio-mcp-servers
Catalogue: https://forck.live/llms.txt
Feed: https://forck.live/feed.md