label-studio-mcp-server
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The Label Studio MCP Server allows interaction with a Label Studio instance using the label-studio-sdk, enabling programmatic management of labeling projects, tasks, and predictions.
get_label_studio_projects_tool
Lists available projects (ID, title, task count).
get_label_studio_project_details_tool
Retrieves detailed information for a specific project.
get_label_studio_project_config_tool
Fetches the XML labeling configuration for a project.
create_label_studio_project_tool
Creates a new project with a title, XML config, and optional settings. Returns project details including a URL.
update_label_studio_project_config_tool
Updates the XML labeling configuration for an existing project.
list_label_studio_project_tasks_tool
Lists task IDs within a project (up to 100).
get_label_studio_task_data_tool
Retrieves the data payload for a specific task.
get_label_studio_task_annotations_tool
Fetches existing annotations for a specific task.
import_label_studio_project_tasks_tool
Imports tasks from a JSON file (containing a list of task objects) into a project. Returns import summary and project URL.
create_label_studio_prediction_tool
Creates a prediction for a specific task. Requires the prediction result as a list of dictionaries matching the Label Studio format. Optional model_version and score.
