6 months ago
The Label Studio MCP enables seamless management and orchestration of data labeling workflows within Label Studio, the leading open-source data annotation platform. With this MCP, users can programmatically create and configure labeling projects, manage tasks at scale, and automate prediction workflows—empowering teams to efficiently curate high-quality training data for machine learning and AI initiatives.
Tools
get_label_studio_projects_tool
get_label_studio_project_details_tool
get_label_studio_project_config_tool
list_label_studio_project_tasks_tool
get_label_studio_task_data_tool
get_label_studio_task_annotations_tool
create_label_studio_project_tool
update_label_studio_project_config_tool
import_label_studio_project_tasks_tool
create_label_studio_prediction_tool
Server Config
{
"mcpServers": {
"label-studio": {
"command": "uvx",
"args": [
"--from",
"git+https://github.com/HumanSignal/label-studio-mcp-server",
"mcp-label-studio"
],
"env": {
"LABEL_STUDIO_API_KEY": "<YOUR_API_KEY>",
"LABEL_STUDIO_URL": "<YOUR_LABEL_STUDIO_URL>"
}
}
}
}