Cleaninglab

Cleanlab provides AI safety tools to detect and remediate hallucinations, retrieval errors, and policy violations in AI agents. The platform offers guardrails, monitoring, and automated evaluation for LLM outputs, helping enterprises deploy trustworthy AI. Acquired by Handshake AI, Cleanlab serves developers with APIs, SDKs, and a web UI for real‑time error correction and compliance.

Cleaninglab is listed with 1 API on the APIs.io network: Databricks Industry Solutions API. Tagged areas include Company, Artificial Intelligence, Safety, Monitoring, and Hallucination.

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

Cleaninglab’s developer surface includes CLI, support, engineering blog, getting-started guide, documentation, and 20 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

32.2/100 thin ▼ -12.8 Agent 15/100 agent aware Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 API

Company Artificial Intelligence Safety MonitoringHallucination

Kin Score

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

Composite quality — 32.2/100 · thin

Contract Quality 2.3 / 21

Developer Ergonomics 4.9 / 17

Access Clarity 10.3 / 17

Operational Transparency 0.9 / 11

Contract Governance 1.9 / 10

Discoverability 6.4 / 9

Regulatory Posture 3.2 / 15

Agent readiness — 15/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 6 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 9 / 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 4 / 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 does not apply to this provider. The published contracts declare no write operations, and a read-only API cannot create-or-update. The facet is excluded from this provider's denominator entirely — not scored zero. A reference or data API is not deficient for being unable to upsert.

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)
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
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)

9 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 28.6 — up to +14.3 composite points
Operational Transparency scores 7.9 — up to +12.0 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/cleaninglab/apis.yml: open an issue on github.com/api-evangelist/cleaninglab 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 1

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.

OpenAPI

measured — observed by APIs.io (published)

APIs 1

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

Cleaninglab Databricks Industry Solutions API

The Databricks Industry Solutions API from Cleaninglab — 1 operation(s) for databricks industry solutions.

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Cleaninglab API Rules

9 rules · 7 errors 1 warnings 1 info

SPECTRAL

Security Posture 3

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

Cleaninglab Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Cleaninglab Vulnerability Disclosure

security.txt · contact published

SECURITY

Cleaninglab Trust Center

SOC 2

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Conformance

Conformance

Build 4

SDKs, sample code, and the tooling you integrate with

CLI

CLI

SDKs

SDKs

Packages

Packages

GitHubOrganization

GitHubOrganization

Access & Security 6

Authentication, authorization, and security posture

Compliance

SecurityTxt

Security

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

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 3

The organization behind the API

Newsroom

Newsroom

Blog

Blog

Website

Website

Other 3

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Leadership

Leadership

Source (apis.yml)

aid: cleaninglab
name: Cleaninglab
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://cleanlab.ai/_next/static/media/social-share-card-homepage.71fc9f90.png
description: Cleanlab provides AI safety tools to detect and remediate hallucinations, retrieval errors, and policy violations
  in AI agents. The platform offers guardrails, monitoring, and automated evaluation for LLM outputs, helping enterprises
  deploy trustworthy AI. Acquired by Handshake AI, Cleanlab serves developers with APIs, SDKs, and a web UI for real‑time
  error correction and compliance.
url: https://raw.githubusercontent.com/api-evangelist/cleaninglab/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-09 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-08'
modified: '2026-10-08'
tags:
- Company
- Artificial Intelligence
- Safety
- Monitoring
- Hallucination
tags_raw:
- Company
- AI
- Safety
- Monitoring
- Hallucination
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/cleaninglab-rules.yml
- type: CLI
  url: cli/cleaninglab-cli.yml
- type: Compliance
  url: https://cleanlab.ai/trust/
- type: Conformance
  url: conformance/cleaninglab-conformance.yml
- type: LLMsTxt
  url: llms/cleaninglab-llms.txt
- type: SecurityTxt
  url: well-known/cleaninglab-security.txt
- type: WellKnown
  url: well-known/cleaninglab-well-known.yml
- type: Hosts
  url: hosts/cleaninglab-hosts.yml
- type: Vendors
  url: vendors/cleaninglab-vendors.yml
- type: SDKs
  url: packages/cleaninglab-packages.yml
- type: Packages
  url: packages/cleaninglab-packages.yml
- type: TermsOfService
  url: https://cleanlab.ai/terms/
- type: Support
  url: https://help.cleanlab.ai/
- type: Security
  url: https://cleanlab.ai/security/
- type: PrivacyPolicy
  url: https://cleanlab.ai/privacy/
- type: Newsroom
  url: https://cleanlab.ai/news/
- type: Leadership
  url: https://cleanlab.ai/team/
- type: Blog
  url: https://cleanlab.ai/blog/
- type: GettingStarted
  url: https://help.cleanlab.ai/studio/quickstart/
- type: Documentation
  url: https://docs.cleanlab.ai/
- type: GitHubOrganization
  url: https://github.com/cleanlab
- type: TrustCenter
  url: security/cleaninglab-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/cleaninglab-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/cleaninglab-domain-security.yml
- type: Website
  url: https://cleanlab.ai
apis:
- aid: cleaninglab:cleaninglab-databricks-industry-solutions-api
  name: Cleaninglab Databricks Industry Solutions API
  description: The Databricks Industry Solutions API from Cleaninglab — 1 operation(s) for databricks industry solutions.
  humanURL: https://help.cleanlab.ai/studio/tutorials/cleanlab-studio-api/databricks
  baseURL: https://raw.githubusercontent.com
  tags:
  - Databricks Industry Solutions
  properties:
  - type: OpenAPI
    url: openapi/cleaninglab-databricks-industry-solutions-api-openapi.yml
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: No OpenAPI, AsyncAPI, GraphQL, gRPC, or WSDL contracts were found on the provider's hosts.
  evidence:
  - url: https://cleanlab.ai/openapi.json
    status: 404
  checked: '2026-10-09'
x-enrichment:
  date: '2026-10-09'
  status: enriched
  artifacts_added: 16
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Cleaninglab API — frequently asked questions

Does Cleaninglab have an API?

Yes. APIs.io lists 1 API from Cleaninglab, including Cleaninglab Databricks Industry Solutions API.

Is there an OpenAPI specification for the Cleaninglab API?

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

Is the Cleaninglab API ready for AI agents?

Cleaninglab has a Kin Score of 32.2 out of 100 (thin) and an Agent Readiness score of 15.0 (agent-aware), scored by API Evangelist on 2026-11-06.

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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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