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. Tagged areas include Company, AI, 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 📡 Source on GitHub

43.4/100 developing Agent 16/100 agent aware Full breakdown ↓
scored 2026-10-09 · rubric v0.23.0

1 API

CompanyAISafety MonitoringHallucination

Kin Score

Kin Score How this is scored →
scored 2026-10-09 · rubric v0.23.0

Composite quality — 43.4/100 · developing

Contract Quality 7.5 / 21

Developer Ergonomics 7.3 / 17

Access Clarity 6.3 / 17

Operational Transparency 1.7 / 11

Contract Governance 6.7 / 10

Discoverability 5.9 / 9

Regulatory Posture 4.1 / 15

Agent readiness — 16/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 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

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/.

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/cleaninglab: 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 →

APIs 1

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

Cleaninglab API

Cleaninglab API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist (2026-10-09); not the provider's own document.

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
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
- 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-api
  name: Cleaninglab API
  description: 'Cleaninglab API as documented publicly: 1 operations. Contract generated from the documentation by API Evangelist
    (2026-10-09); not the provider''s own document.'
  humanURL: https://help.cleanlab.ai/studio/tutorials/cleanlab-studio-api/databricks
  baseURL: https://raw.githubusercontent.com
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/cleaninglab-openapi-generated.yml
    x-provenance: generated
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

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