1sarthakbhardwaj/labellerr-mcp-server
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The Labellerr MCP Server is a Model Context Protocol server that interfaces with the Labellerr SDK to manage annotation projects, datasets, and operations using natural language through Claude Desktop.
Tools
Functions exposed to the LLM to take actions
project_create
Create a new annotation project with dataset and guidelines.
project_list
List all projects for the configured client.
project_get
Get detailed information about a specific project.
dataset_create
Create a new dataset.
dataset_upload_folder
Upload all files from a folder to a dataset.
dataset_list
List all datasets (linked and unlinked).
annotation_upload_preannotations
Upload pre-annotations to a project.
annotation_export
Create an export of project annotations.
monitor_project_progress
Get progress statistics for a project.
monitor_active_operations
List all active operations and their status.
monitor_system_health
Check the health and status of the MCP server.
query_project_statistics
Get detailed statistics for a project.
query_search_projects
Search for projects by name or type.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client