V7

V7 is an AI training-data and document-automation company. V7 Darwin is a training-data platform for labeling images, video, and documents and orchestrating human-in-the-loop annotation workflows; V7 Go automates document-intensive knowledge work with agentic AI. The Darwin REST API at https://darwin.v7labs.com/api manages datasets, items, annotations, classes, workflow stages, and exports using ApiKey authentication.

V7 publishes 6 APIs on the APIs.io network, including Annotations API, Classes API, Datasets API, and 3 more. Tagged areas include AI, Training Data, Data Labeling, Annotation, and Document AI.

V7’s developer surface includes authentication, documentation, engineering blog, and 10 more developer resources.

🌐 Visit website 📡 Source on GitHub

40.4/100 thin ▬ flat Agent 31/100 agent aware Full breakdown ↓
scored 2026-08-05 · rubric v0.9.1

AccessFreemiumSelf serve⚡ Free to try

6 APIs

AITraining DataData LabelingAnnotationDocument AIComputer Vision

Kin Score

Kin Score How this is scored →
scored 2026-08-05 · rubric v0.9.1

Composite quality — 40.4/100 · thin

Contract Quality 14.4 / 25

Developer Ergonomics 4.3 / 20

Commercial Clarity 9.5 / 20

Operational Transparency 4.8 / 13

Governance 0.0 / 12

Discoverability 7.4 / 10

Agent readiness — 31/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/v7-labs: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 6

Individual APIs this provider publishes, each with its own machine-readable definition.

Rate Limits 1

Documented rate limits and quota policies.

V7 Labs Rate Limits

4 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

TrustCenter

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

Plans

Plans

FinOps

FinOps

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Source (apis.yml)

aid: v7-labs
url: https://raw.githubusercontent.com/api-evangelist/v7-labs/refs/heads/main/apis.yml
name: V7
kind: company
description: V7 is an AI training-data and document-automation company. V7 Darwin is a training-data platform for labeling
  images, video, and documents and orchestrating human-in-the-loop annotation workflows; V7 Go automates document-intensive
  knowledge work with agentic AI. The Darwin REST API at https://darwin.v7labs.com/api manages datasets, items, annotations,
  classes, workflow stages, and exports using ApiKey authentication.
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/v7-labs.png
tags:
- AI
- Training Data
- Data Labeling
- Annotation
- Document AI
- Computer Vision
created: '2026-06-21'
modified: '2026-06-21'
specificationVersion: '0.19'
apis:
- aid: v7-labs:v7-labs-annotations-api
  name: V7 Annotations API
  description: Read and import item annotations.
  humanURL: https://docs.v7labs.com/reference/introduction
  baseURL: https://darwin.v7labs.com/api
  tags:
  - Annotations
  properties:
  - type: OpenAPI
    url: openapi/v7-labs-annotations-api-openapi.yml
  - type: Documentation
    url: https://docs.v7labs.com/docs/getting-started-1
  - type: APIReference
    url: https://docs.v7labs.com/reference/introduction
  - type: PostmanCollection
    url: collections/v7-labs.postman_collection.json
  - type: OpenCollection
    url: collections/v7-labs.opencollection.json
  - type: Documentation
    url: https://docs.v7labs.com/docs/import-annotations-made-outside-of-v7
- aid: v7-labs:v7-labs-classes-api
  name: V7 Classes API
  description: Manage annotation classes (labeling taxonomy).
  humanURL: https://docs.v7labs.com/reference/introduction
  baseURL: https://darwin.v7labs.com/api
  tags:
  - Classes
  properties:
  - type: OpenAPI
    url: openapi/v7-labs-classes-api-openapi.yml
  - type: Documentation
    url: https://docs.v7labs.com/docs/getting-started-1
  - type: APIReference
    url: https://docs.v7labs.com/reference/introduction
  - type: PostmanCollection
    url: collections/v7-labs.postman_collection.json
  - type: OpenCollection
    url: collections/v7-labs.opencollection.json
  - type: Documentation
    url: https://docs.v7labs.com/docs/import-annotations-made-outside-of-v7
- aid: v7-labs:v7-labs-datasets-api
  name: V7 Datasets API
  description: Create and manage datasets.
  humanURL: https://docs.v7labs.com/reference/introduction
  baseURL: https://darwin.v7labs.com/api
  tags:
  - Datasets
  properties:
  - type: OpenAPI
    url: openapi/v7-labs-datasets-api-openapi.yml
  - type: Documentation
    url: https://docs.v7labs.com/docs/getting-started-1
  - type: APIReference
    url: https://docs.v7labs.com/reference/introduction
  - type: PostmanCollection
    url: collections/v7-labs.postman_collection.json
  - type: OpenCollection
    url: collections/v7-labs.opencollection.json
  - type: Documentation
    url: https://docs.v7labs.com/docs/import-annotations-made-outside-of-v7
- aid: v7-labs:v7-labs-exports-api
  name: V7 Exports API
  description: Request and manage dataset exports (releases).
  humanURL: https://docs.v7labs.com/reference/introduction
  baseURL: https://darwin.v7labs.com/api
  tags:
  - Exports
  properties:
  - type: OpenAPI
    url: openapi/v7-labs-exports-api-openapi.yml
  - type: Documentation
    url: https://docs.v7labs.com/docs/getting-started-1
  - type: APIReference
    url: https://docs.v7labs.com/reference/introduction
  - type: PostmanCollection
    url: collections/v7-labs.postman_collection.json
  - type: OpenCollection
    url: collections/v7-labs.opencollection.json
  - type: Documentation
    url: https://docs.v7labs.com/docs/import-annotations-made-outside-of-v7
- aid: v7-labs:v7-labs-items-api
  name: V7 Items API
  description: Register, upload, list, and manage dataset items.
  humanURL: https://docs.v7labs.com/reference/introduction
  baseURL: https://darwin.v7labs.com/api
  tags:
  - Items
  properties:
  - type: OpenAPI
    url: openapi/v7-labs-items-api-openapi.yml
  - type: Documentation
    url: https://docs.v7labs.com/docs/getting-started-1
  - type: APIReference
    url: https://docs.v7labs.com/reference/introduction
  - type: PostmanCollection
    url: collections/v7-labs.postman_collection.json
  - type: OpenCollection
    url: collections/v7-labs.opencollection.json
  - type: Documentation
    url: https://docs.v7labs.com/docs/import-annotations-made-outside-of-v7
- aid: v7-labs:v7-labs-workflows-api
  name: V7 Workflows API
  description: Manage multi-stage annotation workflows and stages.
  humanURL: https://docs.v7labs.com/reference/introduction
  baseURL: https://darwin.v7labs.com/api
  tags:
  - Workflows
  properties:
  - type: OpenAPI
    url: openapi/v7-labs-workflows-api-openapi.yml
  - type: Documentation
    url: https://docs.v7labs.com/docs/getting-started-1
  - type: APIReference
    url: https://docs.v7labs.com/reference/introduction
  - type: PostmanCollection
    url: collections/v7-labs.postman_collection.json
  - type: OpenCollection
    url: collections/v7-labs.opencollection.json
  - type: Documentation
    url: https://docs.v7labs.com/docs/import-annotations-made-outside-of-v7
common:
- type: AgenticAccess
  url: agentic-access/v7-labs-agentic-access.yml
- type: TrustCenter
  url: security/v7-labs-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/v7-labs-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/v7-labs-domain-security.yml
- type: Authentication
  url: authentication/v7-labs-authentication.yml
- type: GitHubOrganization
  url: https://github.com/v7labs
- type: LinkedIn
  url: https://www.linkedin.com/company/v7labs
- type: Website
  url: https://www.v7labs.com
- type: Documentation
  url: https://docs.v7labs.com
- type: Plans
  url: plans/v7-labs-plans-pricing.yml
- type: RateLimits
  url: rate-limits/v7-labs-rate-limits.yml
- type: FinOps
  url: finops/v7-labs-finops.yml
- type: Blog
  url: https://www.v7labs.com/blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

V7

Kin Score

APIs 6

V7 Annotations API

V7 Classes API

V7 Datasets API

V7 Exports API

V7 Items API

V7 Workflows API

Open Collections 1

V7 Darwin API

Pricing Plans 1

V7 Labs Plans Pricing

Rate Limits 1

V7 Labs Rate Limits

FinOps 1

V7 Labs Finops

Security Posture 4

V7 Labs Authentication

V7 Labs Domain Security

V7 Labs Vulnerability Disclosure

V7 Labs Trust Center

Agentic Access 1

V7 Labs Agentic Access

Resources