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CVAT projects, tasks, jobs, labels and quality reports (your token) icon

CVAT projects, tasks, jobs, labels and quality reports (your token)

Read your CVAT annotation projects, tasks, jobs, labels, cloud storages, organizations and quality reports with your own personal access token

Unify Dynamics LLC

Tools11read-only
Sign-inBYOKbring your own key
Key keptNeverused for one call only
PriceFreeoptional Pro limits
ProviderCVATunofficial, not affiliated
Works withMCP · RESTany agent

Try asking

Real questions, and the tools your agent calls to answer them.

Which CVAT version is app.cvat.ai running?
Tools called
get_server_info
Which of my CVAT projects are still in annotation?
Tools called
list_projects
Show details of CVAT project 42.
Tools called
get_project
Which CVAT tasks in project 42 are not completed yet?
Tools called
list_tasks
Show details of CVAT task 101.
Tools called
get_task
Is CVAT task 101 finished processing its data?
Tools called
get_task_creation_status

About

CVAT projects, tasks, jobs, labels and quality reports (your token) lets an AI assistant read your own CVAT data through the CVAT API with a key you supply (CVAT personal access token). Read-only: 11 tools (get_server_info, list_projects, get_project, list_tasks, get_task, get_task_creation_status, list_jobs, list_labels, list_cloud_storages, list_organizations, list_quality_reports). The BYOK key travels with each request, is used for that one call only and is never stored, logged or cached; it is only ever sent to app.cvat.ai. Unofficial connector by Unify Dynamics LLC: not affiliated with, endorsed by or sponsored by CVAT. CVAT and its logos are trademarks of their owners and are used only to say which service the connector works with.

Sources: Live from the CVAT API (app.cvat.ai) with a BYOK key; documentation: https://docs.cvat.ai/docs/api_sdk/. Endpoints checked against that documentation on 2026-10-16.

Privacy

The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.

Data not collectedNo account, no profile, no stored prompts or results.

What it can do

11 tools, grouped by job. Every one is read-only or compute-only.

OpenAPI
Read your data11 tools
  • Get server infoShow the CVAT server's name, version and description.
  • List projectsList CVAT projects with owner, status, dimension and creation and update times.
  • Get projectGet one CVAT project by id: owner, status, dimension, storage locations and task count.
  • List tasksList CVAT tasks with status, media type, size in frames, project and job counts.
  • Get taskGet one CVAT task by id: status, mode, media type, frame count, segment size, job counts and dates.
  • Get task creation statusCheck whether a CVAT task has finished being created from its uploaded data: state, progress and message.
  • List jobsList CVAT jobs with stage, state, frame range, task and project, and open issue count.
  • List labelsList the annotation labels of a project, task or job with color, type and attribute definitions.
  • List cloud storagesList cloud storage connections (S3, Azure container, Google Cloud Storage) with provider, resource name and credential type.
  • List organizationsList the CVAT organizations the account belongs to with slug, name and creation date.
  • List quality reportsList annotation quality reports for jobs, tasks or projects with conflict and error counts and validation frame share.

Information

PublisherUnify Dynamics LLC
CategoryDeveloper tools
LanguagesEnglish
Built forWorldwide
CompatibilityAny MCP client · any agent · REST
Version0.1.0
MCP endpointhttps://byok-cvat.connectorbay.com/mcp
REST APIopenapi.json
SupportGet help · Status
CountryWorldwide
FunctionOther
LayerDeep connectors

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Get CVAT projects, tasks, jobs, labels and quality reports (your token)

Free · BYOK · Read-only

BYOK: bring your own keyThis connector uses your own CVAT CVAT personal access token. Create one at https://docs.cvat.ai/docs/api_sdk/access_tokens/, with the fewest permissions it needs (read-only if the provider offers it). Your assistant sends it in the X-Upstream-Key header with every request. It is used for that one call only: never stored, logged or cached, and only ever sent to CVAT. Revoke it at the provider whenever you like. Unofficial connector: not affiliated with CVAT.