Label Studio MCP

Example Use Cases

• 1

  Create, update, or delete Label Studio projects programmatically as part of an automated data labeling pipeline

• 2

  Import task data from files into Label Studio projects and track import status without manual UI interaction

• 3

  Export project annotations in common formats (JSON, CSV, COCO, CONLL2003) for downstream training or evaluation

Description

This open-source MCP server provides programmatic access to Label Studio projects, enabling creation, updating, deletion, and detailed inspection of projects and their label configurations. It supports importing tasks from files and exporting annotations in multiple formats (JSON, CSV, TSV, CONLL2003, COCO). The server can be run with uv or Docker and is intended to integrate with tools like Claude Desktop for streamlined annotation pipelines. It is distributed under the MIT License.