DataRobot

DataRobot is an enterprise AI platform for building, deploying, governing, and monitoring predictive and generative AI models and agentic workflows. It exposes a public REST API (v2), first-party Python and R clients, a `dr` command-line tool, and an MCP surface (Global MCP plus deployable standalone servers) that lets agentic coding environments call DataRobot tools and resources. Developers authenticate with personal API keys (bearer tokens) against regional endpoints (US/EU/JP), while OAuth 2.0 / OIDC via app.datarobot.com backs agent and integration auth. The platform covers AutoML, MLOps deployment and monitoring, model governance and compliance documentation, and code-first GenAI/agent development. Surfaced as a portfolio company of Norwest Venture Partners, Sapphire Ventures, and Techstars, and enriched by the API Evangelist pipeline.

DataRobot publishes 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Machine Learning, MLOps, and Data Science.

DataRobot’s developer surface includes documentation, API reference, getting-started guide, support, pricing, changelog, CLI, and 20 more developer resources.

🌐 Visit website 📡 Source on GitHub
37.3/100 thin Agent 25/100 agent aware Full breakdown ↓
scored 2026-07-20 · rubric v0.4
1 APIs 1 MCP Servers 0 Features
CompanyArtificial IntelligenceMachine LearningMLOpsData ScienceAgentic AIPredictive AnalyticsGenerative AI

API Rating

API Evangelist API Evangelist Rating How this is scored →
scored 2026-07-20 · rubric v0.4
Composite quality — 37.3/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 25/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
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/datarobot: 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

DataRobot REST API v2

DataRobot's public REST API (v2) for projects, modeling, predictions, deployments, MLOps monitoring, governance, and agentic workflows. Personal API keys are sent as bearer toke...

MCP Servers

datarobot-mcp.yml

MCP SERVER

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal
DeveloperPortal
 GettingStarted
GettingStarted

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

MCPServer
MCPServer
 LLMsTxt
LLMsTxt
 WellKnown
WellKnown

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Conventions
Conventions
 Lifecycle
Lifecycle
 Conformance
Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization
 Packages
Packages
 SDKs
SDKs
 CLI
CLI

Access & Security 5

Authentication, authorization, and security posture

TrustCenter
TrustCenter
 Authentication
Authentication
 OAuthScopes
OAuthScopes
 TrustCenterArtifact
TrustCenterArtifact
 DomainSecurity
DomainSecurity

Operate 4

Status, limits, changes, and where to get help

Support
Support
 StatusPage
StatusPage
 ChangeLog
ChangeLog
 Deprecation
Deprecation

Commercial 3

Pricing, plans, and the legal terms of use

Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 1

The organization behind the API

Website
Website

Source (apis.yml)

apis.yml Raw ↑ 
aid: datarobot
name: DataRobot
description: DataRobot is an enterprise AI platform for building, deploying, governing, and monitoring predictive and generative
  AI models and agentic workflows. It exposes a public REST API (v2), first-party Python and R clients, a `dr` command-line
  tool, and an MCP surface (Global MCP plus deployable standalone servers) that lets agentic coding environments call DataRobot
  tools and resources. Developers authenticate with personal API keys (bearer tokens) against regional endpoints (US/EU/JP),
  while OAuth 2.0 / OIDC via app.datarobot.com backs agent and integration auth. The platform covers AutoML, MLOps deployment
  and monitoring, model governance and compliance documentation, and code-first GenAI/agent development. Surfaced as a portfolio
  company of Norwest Venture Partners, Sapphire Ventures, and Techstars, and enriched by the API Evangelist pipeline.
url: https://raw.githubusercontent.com/api-evangelist/datarobot/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- norwest-venture-partners
- sapphire-ventures
- techstars
x-tier: profiled
x-tier-reason: portfolio-lead
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-18'
tags:
- Company
- Artificial Intelligence
- Machine Learning
- MLOps
- Data Science
- Agentic AI
- Predictive Analytics
- Generative AI
image: https://www.datarobot.com/wp-content/uploads/2021/09/DataRobot-Logo.png
apis:
- name: DataRobot REST API v2
  description: DataRobot's public REST API (v2) for projects, modeling, predictions, deployments, MLOps monitoring, governance,
    and agentic workflows. Personal API keys are sent as bearer tokens against regional base URLs.
  humanURL: https://docs.datarobot.com/en/docs/api/reference/index.html
  baseURL: https://app.datarobot.com/api/v2
  version: v2.46
  properties:
  - type: Documentation
    url: https://docs.datarobot.com/en/docs/api/index.html
  - type: APIReference
    url: https://docs.datarobot.com/en/docs/api/reference/index.html
  - type: GettingStarted
    url: https://docs.datarobot.com/en/docs/api/dev-learning/api-quickstart.html
  - type: Authentication
    url: authentication/datarobot-authentication.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://datarobot.com
- type: DeveloperPortal
  url: https://docs.datarobot.com/
- type: Documentation
  url: https://docs.datarobot.com/en/docs/api/index.html
- type: APIReference
  url: https://docs.datarobot.com/en/docs/api/reference/index.html
- type: GettingStarted
  url: https://docs.datarobot.com/en/docs/api/dev-learning/api-quickstart.html
- type: Support
  url: https://community.datarobot.com
- type: GitHubOrganization
  url: https://github.com/datarobot
- type: Pricing
  url: https://www.datarobot.com/pricing/
- type: TermsOfService
  url: https://www.datarobot.com/terms-of-service/
- type: PrivacyPolicy
  url: https://www.datarobot.com/privacy/
- type: StatusPage
  url: https://status.datarobot.com
- type: TrustCenter
  url: https://trust.datarobot.com
- type: ChangeLog
  url: changelog/datarobot-changelog.yml
- type: Packages
  url: packages/datarobot-packages.yml
- type: SDKs
  url: packages/datarobot-packages.yml
- type: CLI
  url: cli/datarobot-cli.yml
- type: MCPServer
  url: mcp/datarobot-mcp.yml
- type: LLMsTxt
  url: llms/datarobot-llms.txt
- type: WellKnown
  url: well-known/datarobot-well-known.yml
- type: Authentication
  url: authentication/datarobot-authentication.yml
- type: OAuthScopes
  url: scopes/datarobot-scopes.yml
- type: Conventions
  url: conventions/datarobot-conventions.yml
- type: Lifecycle
  url: lifecycle/datarobot-lifecycle.yml
- type: Deprecation
  url: https://docs.datarobot.com/en/docs/api/reference/changelogs/index.html
- type: Conformance
  url: conformance/datarobot-conformance.yml
- type: TrustCenterArtifact
  url: security/datarobot-trust-center.yml
- type: DomainSecurity
  url: security/datarobot-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence