Label Studio MCP Server
Overview
what is Label Studio MCP Server?
Label Studio MCP Server is a Model Context Protocol (MCP) server that facilitates interaction with a Label Studio instance, allowing for programmatic management of labeling projects, tasks, and predictions through natural language or structured calls.
how to use Label Studio MCP Server?
To use the MCP Server, set up a running instance of Label Studio, obtain an API key, and configure the server with the necessary environment variables. You can then make requests to manage projects and tasks.
key features of Label Studio MCP Server?
- Project Management: Create, update, and view Label Studio projects.
- Task Management: Import tasks, list tasks, and retrieve task data.
- Prediction Integration: Add model predictions to tasks.
- SDK Integration: Utilizes the official label-studio-sdk for communication.
use cases of Label Studio MCP Server?
- Automating the creation and management of labeling projects.
- Importing and managing tasks for data labeling.
- Integrating model predictions into labeling workflows.
FAQ from Label Studio MCP Server?
- Can I use this server without a running Label Studio instance?
No, a running Label Studio instance is required to use the MCP Server.
- Is there a cost associated with using Label Studio MCP Server?
The server is open-source and free to use, but you need a Label Studio instance which may have its own costs.
- How do I obtain an API key for Label Studio?
You can obtain an API key from your user account settings in Label Studio.
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