Gradio MCP Server

Python library for easily interacting with trained machine learning models

Local serverstdioPython

What is the Gradio MCP Server?

Python library for easily interacting with trained machine learning models

What the server does

Gradio is an open-source Python package that allows you to quickly build a demo or web application for your machine learning model, API, or any arbitrary Python function. You can then share a link to your demo or web application in just a few seconds using Gradio's built-in sharing features. No JavaScript, CSS, or web hosting experience needed!

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Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
inputsthe Gradio component(s) to use for the input. The number of components should match the number of arguments in your function.
outputsthe Gradio component(s) to use for the output. The number of components should match the number of return values from your function.

Example prompts to try

  • “Use Gradio to inputs.”
  • “Use Gradio to outputs.”
  • “Use Gradio to Installation.”

Frequently asked questions

Python library for easily interacting with trained machine learning models Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.