Camber

Camber provides AI for data science teams, enabling creation of custom AI agents in minutes with unlimited CPU/GPU on demand. It offers native connectors to Snowflake, Databricks, BigQuery, S3, Google Drive, and a free trial, targeting data science workflows and collaborative AI development.

Camber is listed with 2 APIs on the APIs.io network. Tagged areas include Artificial Intelligence, Data Science, Machine Learning, Cloud, and Platform.

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

Camber’s developer surface includes getting-started guide, documentation, pricing, signup flow, and 9 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

17.3/100 emerging Agent 16/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

2 APIs

Artificial Intelligence Data Science Machine Learning Cloud Platform Company

Kin Score

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

Composite quality — 17.3/100 · emerging

Contract Quality 2.3 / 21

Developer Ergonomics 2.8 / 17

Access Clarity 2.9 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.2 / 10

Discoverability 4.9 / 9

Regulatory Posture 1.8 / 15

Agent readiness — 16/100 · agent aware

Machine-Readable Contract 18 / 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 4 / 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 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):

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
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
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

11 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 10.7 — up to +22.3 composite points
Developer Ergonomics scores 16.7 — up to +16.7 composite points
Access Clarity scores 17.1 — up to +16.6 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/cambercloud-com/apis.yml: open an issue on github.com/api-evangelist/cambercloud-com 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 2

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

Camber API

Camber API provides AI-powered data science platform capabilities. Documentation is at https://docs.cambercloud.com/.

Camber API

Camber API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist (2026-11-04); not the provider's own document.

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Camber API Rules

22 rules · 20 errors 1 warnings 1 info

SPECTRAL

Security Posture 1

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

Cambercloud Com Domain Security

TLSv1.3 · HSTS

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 3

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Vocabulary

Vocabulary

Conformance

Conformance

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Pricing

Pricing

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: cambercloud-com
name: Camber
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  probe_state: unreadable
  source:
  - security
  generated: '2026-11-06'
  method: derived
image: https://cdn.prod.website-files.com/681a24354efe21a04772abd0/686fc5bf918e427c979115c0_clip.png
description: Camber provides AI for data science teams, enabling creation of custom AI agents in minutes with unlimited CPU/GPU
  on demand. It offers native connectors to Snowflake, Databricks, BigQuery, S3, Google Drive, and a free trial, targeting
  data science workflows and collaborative AI development.
url: https://artifacts.apis.io/cambercloud-com/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-04 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-04'
modified: '2026-11-04'
tags:
- Artificial Intelligence
- Data Science
- Machine Learning
- Cloud
- Platform
- Company
tags_raw:
- AI
- DataScience
- MachineLearning
- Cloud
- Platform
- Company
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/cambercloud-com-rules.yml
- type: Vocabulary
  url: vocabulary/cambercloud-com-vocabulary.yml
- type: Conformance
  url: conformance/cambercloud-com-conformance.yml
- type: LLMsTxt
  url: llms/cambercloud-com-llms.txt
- type: Hosts
  url: hosts/cambercloud-com-hosts.yml
- type: Vendors
  url: vendors/cambercloud-com-vendors.yml
- type: PrivacyPolicy
  url: https://docs.cambercloud.com/docs/privacy-terms/
- type: GettingStarted
  url: /docs/sep-01-getting-started/
- type: DomainSecurity
  url: security/cambercloud-com-domain-security.yml
- type: Website
  url: https://cambercloud.com/
- type: Documentation
  url: https://docs.cambercloud.com/
- type: Pricing
  url: https://www.cambercloud.com/pricing
- type: SignUp
  url: https://app.cambercloud.com/login
apis:
- name: Camber API
  description: Camber API provides AI-powered data science platform capabilities. Documentation is at https://docs.cambercloud.com/.
  humanURL: https://docs.cambercloud.com/
  baseURL: null
  aid: cambercloud-com:camber-api
- aid: cambercloud-com:cambercloud-com-api
  name: Camber API
  description: 'Camber API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist
    (2026-11-04); not

    the provider''s own document.'
  humanURL: https://docs.cambercloud.com/docs/camber-cli/installation
  baseURL: https://cli.cambercloud.com
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/cambercloud-com-openapi-generated.yml
    x-provenance: generated
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: The provider's documentation site does not publish any OpenAPI, AsyncAPI, GraphQL, or other machine‑readable contract.
  evidence:
  - url: https://docs.cambercloud.com/
    status: 200
  checked: '2026-11-04'
x-enrichment:
  date: '2026-11-04'
  status: enriched
  artifacts_added: 14
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Camber API — frequently asked questions

Does Camber have an API?

Yes. APIs.io lists 2 APIs from Camber, including Camber API and Camber API.

Is there an OpenAPI specification for the Camber API?

Yes. APIs.io indexes 1 OpenAPI specification for Camber, each linked for download from this page.

Is the Camber API ready for AI agents?

Camber has a Kin Score of 17.3 out of 100 (emerging) and an Agent Readiness score of 15.8 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

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MCP server

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

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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.

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Every operation they expose

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How their score was established

curl "https://apis.io/api/v1/providers/cambercloud-com/evidence"

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