Labellerr MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| LOG_LEVEL | No | Log level for debugging (e.g., debug) | info |
| LABELLERR_API_KEY | Yes | Your Labellerr API key | |
| LABELLERR_CLIENT_ID | Yes | Your Labellerr client ID | |
| LABELLERR_API_SECRET | Yes | Your Labellerr API secret |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {} |
| resources | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| project_createB | Create a new annotation project with dataset and guidelines |
| project_listA | List all projects for the client |
| project_getA | Get detailed information about a specific project |
| project_update_rotationB | Update rotation configuration for a project |
| dataset_createB | Create a new dataset |
| dataset_upload_filesC | Upload individual files to a dataset |
| dataset_upload_folderB | Upload all files from a folder to a dataset |
| dataset_listA | List all datasets (linked and unlinked) |
| dataset_getC | Get detailed information about a dataset |
| annotation_upload_preannotationsA | Upload pre-annotations to a project (synchronous) |
| annotation_upload_preannotations_asyncB | Upload pre-annotations to a project (asynchronous) |
| annotation_exportC | Create an export of project annotations |
| annotation_check_export_statusC | Check the status of export jobs |
| annotation_download_exportA | Get download URL for a completed export |
| monitor_job_statusC | Monitor the status of a background job |
| monitor_project_progressC | Get progress statistics for a project |
| monitor_active_operationsA | List all active operations and their status |
| monitor_system_healthA | Check the health and status of the MCP server |
| query_project_statisticsC | Get detailed statistics for a project |
| query_dataset_infoC | Get detailed information about a dataset |
| query_operation_historyC | Query the history of operations performed |
| query_search_projectsB | Search for projects by name or type |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| Operation History | History of all operations performed |
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