Outerbounds

Outerbounds is a fully managed platform for building and deploying production-grade AI, ML, and data systems, built on the open-source Metaflow framework originally developed at Netflix. It brings data, models, and agents together with software discipline: scalable, cost-efficient compute integrated with a customer's existing cloud and data platforms, GPU access and autoscaling, consistent offline/online runtimes, and enterprise controls including SOC 2 and HIPAA. The developer surface is the Metaflow Python SDK and the outerbounds configuration CLI rather than a public REST API. Outerbounds is joining Anaconda.

Outerbounds is profiled on the APIs.io network. Tagged areas include Company, Data Analytics, Machine-Learning, MLOps, and Artificial Intelligence.

Outerbounds’ developer surface includes documentation, getting-started guide, engineering blog, support, signup flow, CLI, and 10 more developer resources.

🌐 Visit website 📡 Source on GitHub

25.3/100 emerging ▬ flat Agent 0/100 human only saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

0 APIs

Company Data Analytics Machine-Learning MLOps Artificial Intelligence Data ScienceMetaflowCompute Python

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 25.3/100 · emerging

Contract Quality 0.0 / 25

Developer Ergonomics 8.6 / 20

Access Clarity 8.4 / 20

Operational Transparency 0.3 / 13

Contract Governance 2.2 / 12

Discoverability 5.7 / 10

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 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 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

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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 github.com/api-evangelist/outerbounds: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Security Posture 1

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

Outerbounds Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

Packages

SDKs

CLI

Access & Security 2

Authentication, authorization, and security posture

Compliance

Compliance

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: outerbounds
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/outerbounds.png
name: Outerbounds
description: 'Outerbounds is a fully managed platform for building and deploying production-grade AI, ML, and data systems,
  built on the open-source Metaflow framework originally developed at Netflix. It brings data, models, and agents together
  with software discipline: scalable, cost-efficient compute integrated with a customer''s existing cloud and data platforms,
  GPU access and autoscaling, consistent offline/online runtimes, and enterprise controls including SOC 2 and HIPAA. The developer
  surface is the Metaflow Python SDK and the outerbounds configuration CLI rather than a public REST API. Outerbounds is joining
  Anaconda.'
url: https://raw.githubusercontent.com/api-evangelist/outerbounds/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- amplify-partners
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Data Analytics
- Machine-Learning
- MLOps
- Artificial Intelligence
- Data Science
- Metaflow
- Compute
- Python
tags_raw:
- Company
- Data Analytics
- Machine Learning
- MLOps
- Artificial Intelligence
- Data Science
- Metaflow
- Compute
- Python
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://outerbounds.com
- type: Documentation
  url: https://docs.outerbounds.com
- type: GettingStarted
  url: https://outerbounds.com/get-started
- type: GitHubOrganization
  url: https://github.com/outerbounds
- type: Blog
  url: https://outerbounds.com/blog
- type: Support
  url: http://slack.outerbounds.co/
- type: SignUp
  url: https://outerbounds.com/get-started
- type: TermsOfService
  url: https://outerbounds.com/terms-of-use
- type: PrivacyPolicy
  url: https://outerbounds.com/privacy-policy
- type: Packages
  url: packages/outerbounds-packages.yml
- type: SDKs
  url: packages/outerbounds-packages.yml
- type: CLI
  url: cli/outerbounds-cli.yml
- type: Conformance
  url: conformance/outerbounds-conformance.yml
- type: Compliance
  url: https://outerbounds.com
- type: DomainSecurity
  url: security/outerbounds-domain-security.yml
- type: LLMsTxt
  url: llms/outerbounds-llms.txt
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 6
  pass: local-v1

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/outerbounds"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/outerbounds/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/outerbounds/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.