CVAT MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| CVAT_BASE_URL | No | The base URL of the CVAT server | http://localhost:8080 |
| CVAT_AUTH_TOKEN | Yes | Personal Access Token for CVAT authentication | |
| CVAT_AUTH_SCHEME | No | Authentication scheme (e.g., Bearer) | Bearer |
| CVAT_GENERATED_TOOLS_PATH | No | Path to a generated tools catalog JSON file |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| cvat_server_aboutA | Get basic CVAT server information from GET /api/server/about. |
| cvat_get_api_schemaA | Fetch the CVAT OpenAPI schema from GET /api/schema/ so official API endpoints can be inspected or converted into MCP tools. |
| cvat_list_tasksC | List CVAT tasks with official /api/tasks filters such as search, status, project_id, assignee, owner, sort, page, and page_size. |
| cvat_get_taskC | Get one CVAT task by id from GET /api/tasks/{id}. |
| cvat_create_taskB | Create a CVAT task using POST /api/tasks. Use cvat_attach_task_data afterward to upload images or videos. |
| cvat_attach_task_dataB | Attach local, server, or remote media to a task using POST /api/tasks/{id}/data/ with CVAT upload headers. |
| cvat_get_task_annotationsD | Get task annotations from GET /api/tasks/{id}/annotations/. |
| cvat_replace_task_annotationsC | Replace task annotations with PUT /api/tasks/{id}/annotations/. Requires confirmReplace=true. |
| cvat_list_jobsC | List CVAT jobs with official /api/jobs filters such as task_id, project_id, state, stage, assignee, sort, page, and page_size. |
| cvat_get_jobB | Get one CVAT job by id from GET /api/jobs/{id}. |
| cvat_get_requestA | Get a CVAT background request by id from GET /api/requests/{id}; useful after imports, exports, or data upload. |
| cvat_list_projectsC | List CVAT projects with /api/projects filters such as search, owner, assignee, sort, page, and page_size. |
| cvat_create_projectC | Create a CVAT project using POST /api/projects. |
| cvat_list_labelsC | List labels with /api/labels filters such as task_id, project_id, job_id, name, search, and page_size. |
| cvat_api_requestB | Call any official CVAT REST endpoint under /api/. For POST, PATCH, PUT, or DELETE, confirmMutation must be true. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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