DagsHub

DagsHub is a GitHub-like platform for ML and data teams that combines code, data (DVC), experiments (MLflow), and labeling. It exposes a Gitea-compatible REST API for repository operations plus DagsHub-specific endpoints for data and experiments.

DagsHub publishes 11 API contracts indexed on the APIs.io network, including Branches API, Issues API, Orgs API, and 8 more. Tagged areas include Machine Learning, MLOps, Data Versioning, Version Control, and MLflow.

The DagsHub catalog on APIs.io includes 1 Spectral governance ruleset.

DagsHub’s developer surface includes authentication, developer portal, pricing, engineering blog, and 9 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

26.1/100 emerging ▬ flat Agent 20/100 agent aware Front door AI 5/6 prominent Heartbeat 48/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessEnterprise

1 published contract

Machine Learning MLOpsData VersioningVersion Control MLflow

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Software Product Engineering Management

BC-4200

BranchesPull RequestsRepos

POST /repos/{owner}/{repo}/pulls GET /repos/{owner}/{repo}/branches GET /repos/{owner}/{repo}

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 26.1/100 · emerging

Contract Quality 8.0 / 19

Developer Ergonomics 3.2 / 15

Access Clarity 2.4 / 15

Operational Transparency 0.8 / 10

Contract Governance 1.2 / 9

Discoverability 5.0 / 8

Regulatory Posture 1.6 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 20/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

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

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

9 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Access Clarity scores 15.8 — up to +16.8 composite points
Developer Ergonomics scores 21.4 — up to +15.7 composite points
Contract Quality scores 42.9 — up to +14.3 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/dagshub/apis.yml: open an issue on github.com/api-evangelist/dagshub to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

The S3 Interface

prose — states compatibility; nothing published to check it against

8 core of 116 operations graded · api-commons/storage

OpenAPI

measured — observed by APIs.io (published)

APIs 11

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

DagsHub REST API

DagsHub's primary REST API mirrors the Gitea API for repositories, issues, pulls, branches, and users, with DagsHub-specific extensions for data, experiments, and annotations. T...

DagsHub MLflow Tracking Endpoint

Each DagsHub repo provides a hosted MLflow tracking server endpoint. Point `MLFLOW_TRACKING_URI` at the repo's `.mlflow` URL and authenticate with a token.

DagsHub DVC / S3-Compatible Storage

DagsHub provides a DVC remote and S3-compatible storage endpoint per repo for versioned data and model artifacts.

DagsHub Branches API

The Branches API from DagsHub — 2 operation(s) for branches.

DagsHub Issues API

The Issues API from DagsHub — 3 operation(s) for issues.

DagsHub Orgs API

The Orgs API from DagsHub — 2 operation(s) for orgs.

DagsHub Repos API

The Repos API from DagsHub — 2 operation(s) for repos.

DagsHub Storage API

The Storage API from DagsHub — 2 operation(s) for storage.

DagsHub User API

The User API from DagsHub — 3 operation(s) for user.

DagsHub Users API

The Users API from DagsHub — 2 operation(s) for users.

DagsHub Pull Requests API

The Pull Requests API from DagsHub — 2 operation(s) for pull requests.

Scroll for all 11

Open Collections 9

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

DagsHub REST Branches API

OPEN COLLECTION

DagsHub REST Branches Issues API

OPEN COLLECTION

DagsHub REST Branches Orgs API

OPEN COLLECTION

DagsHub REST Branches PullRequests API

OPEN COLLECTION

DagsHub REST Branches Repos API

OPEN COLLECTION

DagsHub REST Branches Storage API

OPEN COLLECTION

DagsHub REST Branches User API

OPEN COLLECTION

DagsHub REST Branches Users API

OPEN COLLECTION

DagsHub REST API

OPEN COLLECTION

Scroll for all 9

DagsHub API pricing

Not yet checked against DagsHub's own pricing page. Compiled by API Evangelist on 2026-05-08 from dagshub.com/; confirm before you rely on a figure.

Plan	Price
To Be Reconciled enterprise	—

Plan details, limits and sources →

Rate limits

Default: see provider documentation varies

Compiled by API Evangelist, not yet checked against DagsHub's documentation. Rate-limit details →

Pricing Plans 1

Published pricing tiers and plan structures.

Dagshub Plans Pricing

1 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Dagshub Rate Limits

1 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

DagsHub

SLA

FinOps 1

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

Dagshub Finops

FINOPS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

DagsHub API Rules

41 rules · 39 errors 1 warnings 1 info

SPECTRAL

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Dagshub Authentication

http · 2 schemes

SECURITY

Dagshub Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Dagshub Agentic Access

26 operations · 8 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

Portal

Portal

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 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

Plans

Plans

FinOps

FinOps

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Other 1

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Source (apis.yml)

aid: dagshub
url: https://raw.githubusercontent.com/api-evangelist/dagshub/refs/heads/main/apis.yml
name: DagsHub
kind: company
description: DagsHub is a GitHub-like platform for ML and data teams that combines code, data (DVC), experiments (MLflow),
  and labeling. It exposes a Gitea-compatible REST API for repository operations plus DagsHub-specific endpoints for data
  and experiments.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: enterprise
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Enterprise
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/dagshub.png
tags:
- Machine Learning
- MLOps
- Data Versioning
- Version Control
- MLflow
tags_raw:
- ML
- MLOps
- Data Versioning
- Git
- MLflow
- Machine-Learning
created: '2026-05-08'
modified: '2026-05-08'
specificationVersion: '0.23'
apis:
- aid: dagshub:dagshub-rest-api
  name: DagsHub REST API
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - REST
  - Repos
  - Issues
  - Branches
  description: DagsHub's primary REST API mirrors the Gitea API for repositories, issues, pulls, branches, and users, with
    DagsHub-specific extensions for data, experiments, and annotations. Token-based authentication.
  properties:
  - type: Documentation
    url: https://dagshub.com/docs/reference/api/
  - type: Authentication
    url: https://dagshub.com/docs/reference/api/authentication/
- aid: dagshub:dagshub-mlflow
  name: DagsHub MLflow Tracking Endpoint
  humanURL: https://dagshub.com/docs/integration_guide/mlflow_tracking/
  baseURL: https://dagshub.com/{user}/{repo}.mlflow
  tags:
  - MLflow
  - Experiment Tracking
  description: Each DagsHub repo provides a hosted MLflow tracking server endpoint. Point `MLFLOW_TRACKING_URI` at the repo's
    `.mlflow` URL and authenticate with a token.
  properties:
  - type: Documentation
    url: https://dagshub.com/docs/integration_guide/mlflow_tracking/
- aid: dagshub:dagshub-dvc-remote
  name: DagsHub DVC / S3-Compatible Storage
  humanURL: https://dagshub.com/docs/integration_guide/dvc/
  baseURL: https://dagshub.com/{user}/{repo}.dvc
  tags:
  - DVC
  - Storage
  - S3 Compatible
  description: DagsHub provides a DVC remote and S3-compatible storage endpoint per repo for versioned data and model artifacts.
  properties:
  - type: Documentation
    url: https://dagshub.com/docs/integration_guide/dvc/
- aid: dagshub:dagshub-branches-api
  name: DagsHub Branches API
  description: The Branches API from DagsHub — 2 operation(s) for branches.
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - Branches
  properties:
  - type: OpenAPI
    url: openapi/dagshub-branches-api-openapi.yml
- aid: dagshub:dagshub-issues-api
  name: DagsHub Issues API
  description: The Issues API from DagsHub — 3 operation(s) for issues.
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - Issues
  properties:
  - type: OpenAPI
    url: openapi/dagshub-issues-api-openapi.yml
- aid: dagshub:dagshub-orgs-api
  name: DagsHub Orgs API
  description: The Orgs API from DagsHub — 2 operation(s) for orgs.
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - Organization
  tags_raw:
  - Orgs
  properties:
  - type: OpenAPI
    url: openapi/dagshub-orgs-api-openapi.yml
- aid: dagshub:dagshub-repos-api
  name: DagsHub Repos API
  description: The Repos API from DagsHub — 2 operation(s) for repos.
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - Repos
  properties:
  - type: OpenAPI
    url: openapi/dagshub-repos-api-openapi.yml
- aid: dagshub:dagshub-storage-api
  name: DagsHub Storage API
  description: The Storage API from DagsHub — 2 operation(s) for storage.
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - Storage
  properties:
  - type: OpenAPI
    url: openapi/dagshub-storage-api-openapi.yml
- aid: dagshub:dagshub-user-api
  name: DagsHub User API
  description: The User API from DagsHub — 3 operation(s) for user.
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - User
  properties:
  - type: OpenAPI
    url: openapi/dagshub-user-api-openapi.yml
- aid: dagshub:dagshub-users-api
  name: DagsHub Users API
  description: The Users API from DagsHub — 2 operation(s) for users.
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - User
  tags_raw:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/dagshub-users-api-openapi.yml
- aid: dagshub:dagshub-pull-requests-api
  name: DagsHub Pull Requests API
  description: The Pull Requests API from DagsHub — 2 operation(s) for pull requests.
  humanURL: https://dagshub.com/docs/reference/api/
  baseURL: https://dagshub.com/api/v1
  tags:
  - Pull Requests
  properties:
  - type: OpenAPI
    url: openapi/dagshub-pull-requests-api-openapi.yml
common:
- type: CapabilityMap
  url: capabilities/dagshub-capability-edges.yml
  name: DagsHub Business Capability Map
- type: AgenticAccess
  url: agentic-access/dagshub-agentic-access.yml
- type: DomainSecurity
  url: security/dagshub-domain-security.yml
- type: Authentication
  url: authentication/dagshub-authentication.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/dagshub
- type: Website
  url: https://dagshub.com/
- type: Portal
  url: https://dagshub.com/docs/
- type: Pricing
  url: https://dagshub.com/pricing
- type: GitHubOrganization
  url: https://github.com/DagsHub
- type: Plans
  url: plans/dagshub-plans-pricing.yml
- type: RateLimits
  url: rate-limits/dagshub-rate-limits.yml
- type: FinOps
  url: finops/dagshub-finops.yml
- url: https://dagshub.com/blog/feed/
  type: Blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

DagsHub API — frequently asked questions

Does DagsHub have an API?

Yes. APIs.io lists 11 APIs from DagsHub, including DagsHub REST API, DagsHub MLflow Tracking Endpoint and DagsHub DVC / S3-Compatible Storage, and 8 more.

Is there an OpenAPI specification for the DagsHub API?

Yes. APIs.io indexes 8 OpenAPI specifications for DagsHub, each linked for download from this page.

How do I authenticate with the DagsHub API?

DagsHub uses bearer-token authentication (http · 2 schemes). The details are profiled on APIs.io as Dagshub Authentication.

How much does the DagsHub API cost?

APIs.io lists 1 pricing plan for DagsHub, with each plan's price, limits and inclusions under Pricing on this page.

Is the DagsHub API ready for AI agents?

DagsHub has a Kin Score of 26.1 out of 100 (emerging) and an Agent Readiness score of 19.6 (agent-aware), scored by API Evangelist on 2026-11-06.

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