Coiled

Coiled is a lightweight cloud compute platform that lets Python developers scale their code to thousands of cloud machines without managing Kubernetes, Docker, or infrastructure. Built by the maintainers of Dask, Coiled provisions cloud VMs and Dask clusters in a user's own AWS, GCP, or Azure account, automatically replicates the local software environment, runs the work across large clusters, and tears the resources back down when finished. It powers Dask clusters, serverless functions, batch jobs, hosted Jupyter notebooks, and interactive CLI jobs, and exposes a first-party Python client, a `coiled` command-line interface, and a token-authenticated REST API. Coiled was surfaced as a portfolio company of Bessemer Venture Partners.

Coiled is listed with 1 API on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Cloud Computing, Data Science, and Dask.

Coiled’s developer surface includes documentation, API reference, getting-started guide, engineering blog, pricing, signup flow, support, and 18 more developer resources.

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44.8/100 developing ▬ flat Agent 3/100 human only Front door AI 1/6 silent saas Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 API

Company Artificial Intelligence Cloud Computing Data ScienceDaskPython Distributed Computing Machine Learning Serverless

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 44.8/100 · developing

Contract Quality 0.0 / 21

Developer Ergonomics 12.1 / 17

Access Clarity 17.0 / 17

Operational Transparency 2.3 / 11

Contract Governance 0.0 / 10

Discoverability 5.6 / 9

Regulatory Posture 3.4 / 15

Agent readiness — 3/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 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 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

Pagination 5 / 5

Distinct Operations 3 / 3

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 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.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% 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):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes

12 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points
Contract Governance scores 0.0 — up to +12.0 composite points
Operational Transparency scores 21.1 — up to +10.3 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/coiled/apis.yml: open an issue on github.com/api-evangelist/coiled 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 →

APIs 1

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

Coiled Batch REST API

Token-authenticated REST API for submitting Coiled batch jobs (single job scripts) to run on cloud VMs and Dask clusters.

Pricing Plans 2

Published pricing tiers and plan structures.

Coiled Plans Pricing

10 plans

PLANS

Coiled Price Estimates

0 plans

PLANS

FinOps 1

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

Coiled Finops

FINOPS

Security Posture 3

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

Coiled Authentication

apiKey · 1 scheme

SECURITY

Coiled Domain Security

TLSv1.3 · DMARC

SECURITY

Coiled Trust Center

SOC 2 Type II, ISO 27001

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conventions

Conventions

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

Packages

SDKs

CLI

Access & Security 4

Authentication, authorization, and security posture

Authentication

TrustCenter

Compliance

DomainSecurity

Operate 3

Status, limits, changes, and where to get help

Support

Support

ChangeLog

ChangeLog

ChangeLog

ChangeLog

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Source (apis.yml)

aid: coiled
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:
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/coiled.png
name: Coiled
description: Coiled is a lightweight cloud compute platform that lets Python developers scale their code to thousands of cloud
  machines without managing Kubernetes, Docker, or infrastructure. Built by the maintainers of Dask, Coiled provisions cloud
  VMs and Dask clusters in a user's own AWS, GCP, or Azure account, automatically replicates the local software environment,
  runs the work across large clusters, and tears the resources back down when finished. It powers Dask clusters, serverless
  functions, batch jobs, hosted Jupyter notebooks, and interactive CLI jobs, and exposes a first-party Python client, a `coiled`
  command-line interface, and a token-authenticated REST API. Coiled was surfaced as a portfolio company of Bessemer Venture
  Partners.
url: https://raw.githubusercontent.com/api-evangelist/coiled/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- bessemer-venture-partners
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-18'
x-docs-platform: sphinx
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-09-24
x-docs-hosting: github-pages
tags:
- Company
- Artificial Intelligence
- Cloud Computing
- Data Science
- Dask
- Python
- Distributed Computing
- Machine Learning
- Serverless
tags_raw:
- Company
- Ai Ml
- Cloud Computing
- Data Science
- Dask
- Python
- Distributed Computing
- Machine Learning
- Serverless
- Machine-Learning
apis:
- name: Coiled Batch REST API
  description: Token-authenticated REST API for submitting Coiled batch jobs (single job scripts) to run on cloud VMs and
    Dask clusters.
  humanURL: https://docs.coiled.io/user_guide/rest-api.html
  baseURL: https://cloud.coiled.io/api/v2/
  properties:
  - type: Documentation
    url: https://docs.coiled.io/user_guide/rest-api.html
  - type: Authentication
    url: authentication/coiled-authentication.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/coiled-plans-pricing.yml
- type: Website
  url: https://coiled.io
- type: DeveloperPortal
  url: https://docs.coiled.io/index.html
- type: Documentation
  url: https://docs.coiled.io/index.html
- type: APIReference
  url: https://docs.coiled.io/user_guide/api.html
- type: GettingStarted
  url: https://docs.coiled.io/user_guide/setup/index.html
- type: Blog
  url: https://docs.coiled.io/blog/index.html
- type: Pricing
  url: https://www.coiled.io/pricing
- type: SignUp
  url: https://cloud.coiled.io/signup
- type: Login
  url: https://cloud.coiled.io/login
- type: TermsOfService
  url: https://www.coiled.io/terms-and-conditions
- type: PrivacyPolicy
  url: https://www.coiled.io/privacy-policy
- type: Support
  url: https://www.coiled.io/contact
- type: GitHubOrganization
  url: https://github.com/coiled
- type: ChangeLog
  url: https://docs.coiled.io/user_guide/changelog.html
- type: ChangeLog
  url: changelog/coiled-changelog.yml
- type: Authentication
  url: authentication/coiled-authentication.yml
- type: Conventions
  url: conventions/coiled-conventions.yml
- type: Packages
  url: packages/coiled-packages.yml
- type: SDKs
  url: packages/coiled-packages.yml
- type: CLI
  url: cli/coiled-cli.yml
- type: LLMsTxt
  url: llms/coiled-llms.txt
- type: TrustCenter
  url: https://www.coiled.io/security
- type: Compliance
  url: https://www.coiled.io/security
- type: DomainSecurity
  url: security/coiled-domain-security.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

Coiled API — frequently asked questions

Does Coiled have an API?

Yes. APIs.io lists 1 API from Coiled, including Coiled Batch REST API.

How do I authenticate with the Coiled API?

Coiled uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Coiled Authentication.

How much does the Coiled API cost?

APIs.io lists 10 pricing plans for Coiled, with each plan's price, limits and inclusions under Pricing Plans on this page.

Is the Coiled API ready for AI agents?

Coiled has a Kin Score of 44.8 out of 100 (developing) and an Agent Readiness score of 2.5 (human-only), scored by API Evangelist on 2026-10-31.

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