mcp-label-studio
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mcp-label-studio is a Model Context Protocol server designed to manage and interact with Label Studio projects. It offers tools to create and manage annotation projects, supporting data import, export, and workflow management.
Overview
A Model Context Protocol server for managing and interacting with Label Studio projects. This server provides tools to create and manage annotation projects, import and export data, and facilitate the data labeling workflow.
Tools
- Get all projects information
- Get detailed information about a specific project
- Create a new annotation project
- Update an existing project
- Delete a project
- Export project annotation data
- Import tasks from a file
- Get supported export formats for a project
Installation
Using uv (Recommended)
Clone the repository and use the uv command to run the server.
Using Docker
Build and run the server using Docker with specified environment variables.
Configuration
Usage with Claude Desktop
Configure your claude_desktop_config.json file to use the server with uv or Docker.
Debugging
Use the MCP inspector to debug the server.