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V7 Darwin (BYOK) — connector documentation

  • MCP endpoint: https://byok-v7darwin.connectorbay.com/mcp
  • REST API: POST https://byok-v7darwin.connectorbay.com/v1/tools/{tool_name}, described by the OpenAPI 3.1 spec at https://byok-v7darwin.connectorbay.com/openapi.json
  • Transport: Streamable HTTP, stateless, MCP specification 2025-06-18 or later
  • Authentication: your own V7 Darwin V7 Darwin API key, sent in the X-Upstream-Key header of every request (never stored, logged or cached)
  • Health: https://byok-v7darwin.connectorbay.com/health · Tool schemas: https://byok-v7darwin.connectorbay.com/tools.json
  • Publisher: Unify Dynamics LLC · connectorbay.com/byok-v7darwin · agent@connectorbay.com

What V7 Darwin (BYOK) is for

V7 Darwin (BYOK) lets an AI assistant read your own V7 Darwin data through the V7 Darwin API with a key you supply (V7 Darwin API key). Read-only: 11 tools (list_workflows, get_workflow, list_items, get_item, get_item_status_counts, get_item_stage_counts, get_item_counts, list_folders, list_exports, list_properties, list_team_members). 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 darwin.v7labs.com. Unofficial connector by Unify Dynamics LLC: not affiliated with, endorsed by or sponsored by V7 Darwin. V7 Darwin and its logos are trademarks of their owners and are used only to say which service the connector works with.

Ask your assistant things like:

  • "What is the progress of my V7 Darwin labeling workflows?"
  • "Show the stages of V7 Darwin workflow 0a1b2c3d"
  • "Which items in V7 Darwin dataset 1234 are in review?"
  • "Show V7 Darwin item 0a1b2c3d"
  • "How many items in V7 Darwin dataset 1234 are complete?"
  • "How many items are waiting in each stage of V7 Darwin dataset 1234?"

What it does

  • list_workflows: List the team's labeling workflows with the linked dataset, progress counts (total, complete, in progress, idle) and timestamps.
  • get_workflow: Get one workflow with its stages (name, type), dataset, progress counts and timestamps.
  • list_items: List the items (images, videos, documents) of one dataset with name, folder path, status, workflow status, priority and update time. Pages are cursor based: pass page.next as from_cursor.
  • get_item: Get one item with its slots (file name, type, size, frames), status, folder path and timestamps.
  • get_item_status_counts: Count items of one dataset by status (new, annotate, review, complete and so on).
  • get_item_stage_counts: Count items of one dataset by workflow stage id.
  • get_item_counts: Count the items of one dataset (filtered and unfiltered totals).
  • list_folders: List the folders of one dataset with item counts.
  • list_exports: List the annotation exports of a dataset with name, format, status and version (download links are not returned).
  • list_properties: List the team's annotation properties (single select, multi select, text and so on), optionally with their values.
  • list_team_members: List the team's members with name and role (owner, admin, member, workforce manager or annotator). E-mail addresses are not returned.

BYOK key

You bring your own V7 Darwin V7 Darwin API key (https://docs.v7labs.com/reference/introduction). Your assistant sends it in the X-Upstream-Key header with each request. ConnectorBay uses it for that one call only: it is never stored, logged or cached, never shown in an answer, and it is only sent to darwin.v7labs.com over https, with no redirects followed. Create a key with the fewest permissions the tools need (read-only if the provider offers it), and revoke it at the provider whenever you like.

Data sources

Live from the V7 Darwin API (darwin.v7labs.com) with a BYOK key; documentation: https://docs.v7labs.com/reference/introduction. Endpoints checked against that documentation on 2026-10-16.

What it is not

Unofficial connector by Unify Dynamics LLC: not affiliated with, endorsed by or sponsored by V7 Darwin. V7 Darwin and its logos are trademarks of their owners and are used only to say which service the connector works with. It is read-only: it never creates, changes, sends or deletes anything in your V7 Darwin account.

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