mcp server for label studio
Overview
What is mcp-label-studio?
mcp-label-studio is a Model Context Protocol (MCP) server designed for managing and interacting with Label Studio projects, facilitating the data labeling workflow.
How to use mcp-label-studio?
To use mcp-label-studio, you can either run it using uv or Docker. Clone the repository, install the necessary dependencies, and run the server to start managing your annotation projects.
Key features of mcp-label-studio?
- Create and manage annotation projects
- Import and export data in various formats
- Tools for project management including getting project details, updating, and deleting projects
- Support for multiple export formats like JSON, CSV, and COCO
Use cases of mcp-label-studio?
- Managing large-scale data labeling projects
- Collaborating with teams on annotation tasks
- Exporting labeled data for machine learning model training
FAQ from mcp-label-studio?
- What is the purpose of mcp-label-studio?
It is designed to streamline the data labeling process for projects using Label Studio.
- Can I run mcp-label-studio using Docker?
Yes! You can run it using Docker by building the image and running the container with the necessary environment variables.
- Is there a license for mcp-label-studio?
Yes, it is licensed under the MIT License, allowing free use, modification, and distribution.