# How to Build an MCP Server with Gradio

DevFeed: [How to Build an MCP Server with Gradio](<https://devfeed.tech/articles/how-to-build-an-mcp-server-with-gradio-7228.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/gradio-mcp>)

Author: Abubakar Abid; yuvraj sharma

Published: 2025-04-30T00:00:00Z

Content type: tutorial

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [MSP MCP](<https://devfeed.tech/topics/msp-mcp.md>), [Language models](<https://devfeed.tech/topics/language-models.md>), [cursor](<https://devfeed.tech/topics/cursor.md>), [Node.js](<https://devfeed.tech/topics/node-js.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [cursor](<https://devfeed.tech/tags/cursor.md>), [gradio](<https://devfeed.tech/tags/gradio.md>), [how-to](<https://devfeed.tech/tags/how-to.md>), [llm](<https://devfeed.tech/tags/llm.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [mcp-server](<https://devfeed.tech/tags/mcp-server.md>), [node-js](<https://devfeed.tech/tags/node-js.md>), [python](<https://devfeed.tech/tags/python.md>), [tool](<https://devfeed.tech/tags/tool.md>)

## AI overview

A tutorial on turning a Gradio Python app into a Model Context Protocol server so LLM clients can call Python functions as tools.

## Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.