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Label Studio MCP Server

Data teams who label training data and want to manage Label Studio projects from an AI client.

  • Listedour rating
  • 37gitHub stars
  • Apache-2.0licence
  • 17 months agolast update
git clone https://github.com/HumanSignal/label-studio-mcp-server.git
README.md

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What it does

An MCP server that connects an AI client to a Label Studio instance. It can create and update labeling projects, import tasks from files, list tasks and annotations, and add model predictions to tasks. It uses the official Label Studio SDK, so every action runs against your own instance.

Use cases

  1. 01Create a labeling project from a data file
  2. 02Check how many tasks in a project are labeled
  3. 03Add model predictions to existing tasks

Questions about
Label Studio MCP Server.

What is Label Studio MCP Server used for?

Data teams who label training data and want to manage Label Studio projects from an AI client. An MCP server that connects an AI client to a Label Studio instance. It can create and update labeling projects, import tasks from files, list tasks and annotations, and add model predictions to tasks. It uses the official Label Studio SDK, so every action runs against your own instance.

How do I install Label Studio MCP Server?

Run this in your terminal: git clone https://github.com/HumanSignal/label-studio-mcp-server.git

Is Label Studio MCP Server open source?

Yes. The code is on GitHub (HumanSignal/label-studio-mcp-server) under the Apache-2.0 licence.

Is Label Studio MCP Server safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.