Moonbounce

Moonbounce (formerly Clavata) is a realtime AI control and content-moderation platform. Its policy-first engine uses a concise, structured policy syntax to evaluate text and image content in real time and enforce an organization's safety policies at scale. The Clavata Public API v1 exposes content-evaluation jobs, bulk batch processing (CSV via presigned URL), real-time streaming evaluation, completion webhooks, and label evaluation, backed by Python, JavaScript/TypeScript, and Go SDKs and bearer-token API keys. Founded by ex-Meta Integrity and ex-Apple AI-infrastructure leaders and backed by Amplify Partners.

Moonbounce publishes 4 APIs on the APIs.io network, including Batch Processing API, Create Jobs API, Get Jobs API, and 1 more. Tagged areas include Company, Ai Ml, Content Moderation, Trust and Safety, and AI Governance.

The Moonbounce catalog on APIs.io includes 1 event-driven AsyncAPI specification.

Moonbounce’s developer surface includes authentication, changelog, documentation, API reference, getting-started guide, engineering blog, pricing, and 23 more developer resources.

🌐 Visit website 📡 Source on GitHub

46.1/100 developing ▬ flat Agent 27/100 agent aware saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

1 APIs

Company Ai Ml Content Moderation Trust and Safety AI Governance Policy EnforcementContent Evaluation

Kin Score

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

Composite quality — 46.1/100 · developing

Contract Quality 11.5 / 19

Developer Ergonomics 9.0 / 15

Access Clarity 4.7 / 15

Operational Transparency 2.6 / 10

Contract Governance 0.4 / 9

Discoverability 5.7 / 8

Regulatory Posture 5.7 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 27/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 6 / 6

Agent Skills 5 / 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 Insurance 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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% 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/moonbounce: 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 4

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

Moonbounce Batch Processing API

The Batch Processing API from Moonbounce — 2 operation(s) for batch processing.

Moonbounce Create Jobs API

The Create Jobs API from Moonbounce — 2 operation(s) for create jobs.

Moonbounce Get Jobs API

The Get Jobs API from Moonbounce — 2 operation(s) for get jobs.

Moonbounce Labels API

The Labels API from Moonbounce — 1 operation(s) for labels.

Open Collections 5

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Clavata Public API v1 Batch Processing API

OPEN COLLECTION

Clavata Public API v1 Batch Processing Create Jobs API

OPEN COLLECTION

Clavata Public API v1 Batch Processing Get Jobs API

OPEN COLLECTION

Clavata Public API v1 Batch Processing Labels API

OPEN COLLECTION

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Moonbounce Webhooks

ASYNCAPI

Security Posture 2

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

Moonbounce Authentication

http · 1 scheme

SECURITY

Moonbounce Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Moonbounce Agentic Access

8 operations · 5 acting

AGENTIC

Resources

Get Started 2

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 3

Reference material describing how the API behaves

OpenAPI

OpenAPI

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

X-MCPServerCandidate

X-MCPServerCandidate

LLMsTxt

LLMsTxt

AgentSkill

AgentSkill

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

ErrorCatalog

Conventions

DataModel

Conformance

Lifecycle

Webhooks

Build 3

SDKs, sample code, and the tooling you integrate with

Packages

Packages

SDKs

SDKs

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

ChangeLog

ChangeLog

Support

Support

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 3

The organization behind the API

Blog

Blog

LinkedIn

Website

Website

Other 2

Properties that don't map to a standard resource type

Overlay

Overlay

Playground

Playground

Source (apis.yml)

aid: moonbounce
name: Moonbounce
description: Moonbounce (formerly Clavata) is a realtime AI control and content-moderation platform. Its policy-first engine
  uses a concise, structured policy syntax to evaluate text and image content in real time and enforce an organization's safety
  policies at scale. The Clavata Public API v1 exposes content-evaluation jobs, bulk batch processing (CSV via presigned URL),
  real-time streaming evaluation, completion webhooks, and label evaluation, backed by Python, JavaScript/TypeScript, and
  Go SDKs and bearer-token API keys. Founded by ex-Meta Integrity and ex-Apple AI-infrastructure leaders and backed by Amplify
  Partners.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - openapi
  - 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://framerusercontent.com/assets/qhocdI2pyd7eqIyEeG1ZxNPvsgw.png
url: https://raw.githubusercontent.com/api-evangelist/moonbounce/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- amplify-partners
x-tier: profiled
x-tier-reason: enriched-from-public-api
x-formerly: Clavata
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-20'
tags:
- Company
- Ai Ml
- Content Moderation
- Trust and Safety
- AI Governance
- Policy Enforcement
- Content Evaluation
tags_raw:
- Company
- Ai Ml
- Content Moderation
- Trust And Safety
- AI Governance
- Policy Enforcement
- Content Evaluation
apis:
- aid: moonbounce:moonbounce-batch-processing-api
  name: Moonbounce Batch Processing API
  description: The Batch Processing API from Moonbounce — 2 operation(s) for batch processing.
  humanURL: https://docs.clavata.ai
  baseURL: https://gateway.app.clavata.ai:8443
  tags:
  - Batch Processing
  properties:
  - type: OpenAPI
    url: openapi/moonbounce-batch-processing-api-openapi.yml
  - type: Documentation
    url: https://docs.clavata.ai
  - type: APIReference
    url: https://docs.clavata.ai/api-reference
- aid: moonbounce:moonbounce-create-jobs-api
  name: Moonbounce Create Jobs API
  description: The Create Jobs API from Moonbounce — 2 operation(s) for create jobs.
  humanURL: https://docs.clavata.ai
  baseURL: https://gateway.app.clavata.ai:8443
  tags:
  - Create Jobs
  properties:
  - type: OpenAPI
    url: openapi/moonbounce-create-jobs-api-openapi.yml
  - type: Documentation
    url: https://docs.clavata.ai
  - type: APIReference
    url: https://docs.clavata.ai/api-reference
- aid: moonbounce:moonbounce-get-jobs-api
  name: Moonbounce Get Jobs API
  description: The Get Jobs API from Moonbounce — 2 operation(s) for get jobs.
  humanURL: https://docs.clavata.ai
  baseURL: https://gateway.app.clavata.ai:8443
  tags:
  - Get Jobs
  properties:
  - type: OpenAPI
    url: openapi/moonbounce-get-jobs-api-openapi.yml
  - type: Documentation
    url: https://docs.clavata.ai
  - type: APIReference
    url: https://docs.clavata.ai/api-reference
- aid: moonbounce:moonbounce-labels-api
  name: Moonbounce Labels API
  description: The Labels API from Moonbounce — 1 operation(s) for labels.
  humanURL: https://docs.clavata.ai
  baseURL: https://gateway.app.clavata.ai:8443
  tags:
  - Labels
  properties:
  - type: OpenAPI
    url: openapi/moonbounce-labels-api-openapi.yml
  - type: Documentation
    url: https://docs.clavata.ai
  - type: APIReference
    url: https://docs.clavata.ai/api-reference
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: OpenAPI
  url: openapi/_original/moonbounce-openapi-original.json
- type: Overlay
  url: overlays/moonbounce-openapi-overlay.yaml
- type: Authentication
  url: authentication/moonbounce-authentication.yml
- type: AgenticAccess
  url: agentic-access/moonbounce-agentic-access.yml
- type: DomainSecurity
  url: security/moonbounce-domain-security.yml
- type: Packages
  url: packages/moonbounce-packages.yml
- type: SDKs
  url: packages/moonbounce-packages.yml
- type: X-MCPServerCandidate
  url: mcp/moonbounce-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: LLMsTxt
  url: llms/moonbounce-llms.txt
- type: ErrorCatalog
  url: errors/moonbounce-problem-types.yml
- type: Conventions
  url: conventions/moonbounce-conventions.yml
- type: DataModel
  url: data-model/moonbounce-data-model.yml
- type: Conformance
  url: conformance/moonbounce-conformance.yml
- type: Lifecycle
  url: lifecycle/moonbounce-lifecycle.yml
- type: ChangeLog
  url: changelog/moonbounce-changelog.yml
- type: Webhooks
  url: asyncapi/moonbounce-webhooks.yml
- type: AgentSkill
  url: skills/_index.yml
- type: Documentation
  url: https://docs.clavata.ai
- type: APIReference
  url: https://docs.clavata.ai/api-reference
- type: GettingStarted
  url: https://docs.clavata.ai/getting_started/getting_started_guide
- type: Playground
  url: https://play.moonbounce.io
- type: Blog
  url: https://moonbounce.io/blog
- type: Pricing
  url: https://moonbounce.io/pricing
- type: SignUp
  url: https://web.app.clavata.ai/
- type: Support
  url: mailto:support@moonbounce.io
- type: TermsOfService
  url: https://moonbounce.io/legal/terms-of-use
- type: PrivacyPolicy
  url: https://moonbounce.io/legal/privacy-policy
- type: GitHubOrganization
  url: https://github.com/clavataai
- type: LinkedIn
  url: https://www.linkedin.com/company/moonbounceio
- type: Website
  url: https://moonbounce.io
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 21
  pass: local-v1

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