Superb AI

Superb AI (Superb AI Inc.) is a vision-intelligence company that turns industrial visual data into models enterprises can deploy. Its Superb Platform covers the data-centric computer-vision lifecycle end to end — dataset and image-asset management, human and automated annotation (Superb Label), dataset curation and embedding search (Superb Curate), model training, diagnosis and hosted inference endpoints (Superb Model), plus the ZERO vision foundation model for open-vocabulary detection. The platform is used by manufacturing, logistics, mobility and physical-security teams, and is delivered as cloud, private-cloud and air-gapped on-premise deployments. Developers reach it through a multi-tenant REST API, a first-party Python SDK family and the spb command-line interface.

Superb AI publishes 27 APIs on the APIs.io network, including Activity API, Annotations API, API Keys API, and 24 more. Tagged areas include Artificial Intelligence, Machine-Learning, Computer-Vision, Data Labeling, and Annotation.

Superb AI’s developer surface includes documentation, API reference, getting-started guide, support, engineering blog, pricing, signup flow, and 26 more developer resources.

🌐 Visit website 📡 Source on GitHub

44.7/100 developing ▬ flat Agent 44/100 agent native Front door AI 6/6 dominant Full breakdown ↓
scored 2026-09-20 · rubric v0.22.0

1 APIs 1 MCP Servers

Artificial Intelligence Machine-Learning Computer-Vision Data Labeling Annotation MLOps Training Data Model Training Inference Datasets

Kin Score

Kin Score How this is scored →
scored 2026-09-20 · rubric v0.22.0

Composite quality — 44.7/100 · developing

Contract Quality 10.9 / 23

Developer Ergonomics 11.9 / 18

Access Clarity 6.6 / 18

Operational Transparency 2.2 / 12

Contract Governance 0.5 / 11

Discoverability 6.8 / 9

Create-or-Update Ergonomics 2.2 / 10

Agent readiness — 44/100 · agent native

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 6 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 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

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.

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/superb-ai: 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 27

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

Superb AI Activity API

The activity API from Superb AI — 3 operation(s) for activity.

Superb AI Annotations API

The annotations API from Superb AI — 9 operation(s) for annotations.

Superb AI API Keys API

The api-keys API from Superb AI — 2 operation(s) for api-keys.

Superb AI Auth API

The auth API from Superb AI — 4 operation(s) for auth.

Superb AI Auto Label API

The auto-label API from Superb AI — 4 operation(s) for auto-label.

Superb AI Comments API

The comments API from Superb AI — 5 operation(s) for comments.

Superb AI Datasets API

The datasets API from Superb AI — 1 operation(s) for datasets.

Superb AI Deployments API

The deployments API from Superb AI — 4 operation(s) for deployments.

Superb AI Exports API

The exports API from Superb AI — 3 operation(s) for exports.

Superb AI Foundation Models API

The foundation-models API from Superb AI — 3 operation(s) for foundation-models.

Superb AI Health API

The Health API from Superb AI — 1 operation(s) for health.

Superb AI Image Assets API

The image_assets API from Superb AI — 10 operation(s) for image_assets.

Superb AI Image Datasets API

The image_datasets API from Superb AI — 4 operation(s) for image_datasets.

Superb AI Invitations API

The invitations API from Superb AI — 2 operation(s) for invitations.

Superb AI Jobs API

The jobs API from Superb AI — 2 operation(s) for jobs.

Superb AI Labeling Time API

The labeling-time API from Superb AI — 2 operation(s) for labeling-time.

Superb AI Me API

The me API from Superb AI — 4 operation(s) for me.

Superb AI Models API

The models API from Superb AI — 2 operation(s) for models.

Superb AI Project Guidelines API

The project-guidelines API from Superb AI — 2 operation(s) for project-guidelines.

Superb AI Projects API

The projects API from Superb AI — 34 operation(s) for projects.

Superb AI Projects Visualization API

The projects-visualization API from Superb AI — 1 operation(s) for projects-visualization.

Superb AI Projects Workflow API

The projects-workflow API from Superb AI — 15 operation(s) for projects-workflow.

Superb AI Segment API

The segment API from Superb AI — 1 operation(s) for segment.

Superb AI Tenants API

The tenants API from Superb AI — 1 operation(s) for tenants.

Superb AI Training API

The training API from Superb AI — 6 operation(s) for training.

Superb AI Users API

The users API from Superb AI — 4 operation(s) for users.

Superb AI Versions API

The versions API from Superb AI — 1 operation(s) for versions.

Scroll for all 27

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Superb AI Documentation MCP Server

MCP SERVER

Pricing Plans 1

Published pricing tiers and plan structures.

Superb Ai Plans Pricing

0 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Superb Ai Rate Limits

0 limits

RATE LIMITS

Security Posture 3

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

Superb Ai Authentication

http · 1 scheme

SECURITY

Superb Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Superb Ai Trust Center

SOC 2 Type II, ISO 27001

SECURITY

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

MCPServer

MCPServer

AgentSkill

AgentSkill

LLMsTxt

LLMsTxt

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Conventions

Idempotency

ErrorCatalog

DataModel

Lifecycle

Conformance

Build 5

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

Packages

SDKs

CLI

ToolCrosswalk

Access & Security 4

Authentication, authorization, and security posture

TrustCenter

DomainSecurity

Authentication

Compliance

Operate 3

Status, limits, changes, and where to get help

Support

Support

RateLimits

RateLimits

ChangeLog

ChangeLog

Commercial 4

Pricing, plans, and the legal terms of use

Pricing

TermsOfService

PrivacyPolicy

Plans

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: superb-ai
name: Superb AI
description: Superb AI (Superb AI Inc.) is a vision-intelligence company that turns industrial visual data into models enterprises
  can deploy. Its Superb Platform covers the data-centric computer-vision lifecycle end to end — dataset and image-asset management,
  human and automated annotation (Superb Label), dataset curation and embedding search (Superb Curate), model training, diagnosis
  and hosted inference endpoints (Superb Model), plus the ZERO vision foundation model for open-vocabulary detection. The
  platform is used by manufacturing, logistics, mobility and physical-security teams, and is delivered as cloud, private-cloud
  and air-gapped on-premise deployments. Developers reach it through a multi-tenant REST API, a first-party Python SDK family
  and the spb command-line interface.
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://superb-ai.com/logo/superb-logo-circle.png
url: https://raw.githubusercontent.com/api-evangelist/superb-ai/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
specificationVersion: '0.20'
created: '2026-08-29'
modified: '2026-08-29'
tags:
- Artificial Intelligence
- Machine-Learning
- Computer-Vision
- Data Labeling
- Annotation
- MLOps
- Training Data
- Model Training
- Inference
- Datasets
tags_raw:
- Artificial Intelligence
- Machine Learning
- Computer Vision
- Data Labeling
- Annotation
- MLOps
- Training Data
- Model Training
- Inference
- Datasets
apis:
- aid: superb-ai:superb-ai-activity-api
  name: Superb AI Activity API
  description: The activity API from Superb AI — 3 operation(s) for activity.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Activity
  tags_raw:
  - activity
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-activity-api-openapi.yml
- aid: superb-ai:superb-ai-annotations-api
  name: Superb AI Annotations API
  description: The annotations API from Superb AI — 9 operation(s) for annotations.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Annotation
  tags_raw:
  - annotations
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-annotations-api-openapi.yml
- aid: superb-ai:superb-ai-api-keys-api
  name: Superb AI API Keys API
  description: The api-keys API from Superb AI — 2 operation(s) for api-keys.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - APIKeys
  tags_raw:
  - api-keys
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-api-keys-api-openapi.yml
- aid: superb-ai:superb-ai-auth-api
  name: Superb AI Auth API
  description: The auth API from Superb AI — 4 operation(s) for auth.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Authentication
  tags_raw:
  - auth
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-auth-api-openapi.yml
- aid: superb-ai:superb-ai-auto-label-api
  name: Superb AI Auto Label API
  description: The auto-label API from Superb AI — 4 operation(s) for auto-label.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Autolabel
  tags_raw:
  - auto-label
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-auto-label-api-openapi.yml
- aid: superb-ai:superb-ai-comments-api
  name: Superb AI Comments API
  description: The comments API from Superb AI — 5 operation(s) for comments.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Comments
  tags_raw:
  - comments
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-comments-api-openapi.yml
- aid: superb-ai:superb-ai-datasets-api
  name: Superb AI Datasets API
  description: The datasets API from Superb AI — 1 operation(s) for datasets.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Datasets
  tags_raw:
  - datasets
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-datasets-api-openapi.yml
- aid: superb-ai:superb-ai-deployments-api
  name: Superb AI Deployments API
  description: The deployments API from Superb AI — 4 operation(s) for deployments.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Deployment
  tags_raw:
  - deployments
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-deployments-api-openapi.yml
- aid: superb-ai:superb-ai-exports-api
  name: Superb AI Exports API
  description: The exports API from Superb AI — 3 operation(s) for exports.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Export
  tags_raw:
  - exports
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-exports-api-openapi.yml
- aid: superb-ai:superb-ai-foundation-models-api
  name: Superb AI Foundation Models API
  description: The foundation-models API from Superb AI — 3 operation(s) for foundation-models.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Foundation Models
  tags_raw:
  - foundation-models
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-foundation-models-api-openapi.yml
- aid: superb-ai:superb-ai-health-api
  name: Superb AI Health API
  description: The Health API from Superb AI — 1 operation(s) for health.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Health
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-health-api-openapi.yml
- aid: superb-ai:superb-ai-image-assets-api
  name: Superb AI Image Assets API
  description: The image_assets API from Superb AI — 10 operation(s) for image_assets.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags: []
  tags_raw:
  - image_assets
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-image-assets-api-openapi.yml
- aid: superb-ai:superb-ai-image-datasets-api
  name: Superb AI Image Datasets API
  description: The image_datasets API from Superb AI — 4 operation(s) for image_datasets.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags: []
  tags_raw:
  - image_datasets
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-image-datasets-api-openapi.yml
- aid: superb-ai:superb-ai-invitations-api
  name: Superb AI Invitations API
  description: The invitations API from Superb AI — 2 operation(s) for invitations.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Invitations
  tags_raw:
  - invitations
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-invitations-api-openapi.yml
- aid: superb-ai:superb-ai-jobs-api
  name: Superb AI Jobs API
  description: The jobs API from Superb AI — 2 operation(s) for jobs.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Job
  tags_raw:
  - jobs
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-jobs-api-openapi.yml
- aid: superb-ai:superb-ai-labeling-time-api
  name: Superb AI Labeling Time API
  description: The labeling-time API from Superb AI — 2 operation(s) for labeling-time.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - labeling-time
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-labeling-time-api-openapi.yml
- aid: superb-ai:superb-ai-me-api
  name: Superb AI Me API
  description: The me API from Superb AI — 4 operation(s) for me.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Me
  tags_raw:
  - me
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-me-api-openapi.yml
- aid: superb-ai:superb-ai-models-api
  name: Superb AI Models API
  description: The models API from Superb AI — 2 operation(s) for models.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Models
  tags_raw:
  - models
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-models-api-openapi.yml
- aid: superb-ai:superb-ai-project-guidelines-api
  name: Superb AI Project Guidelines API
  description: The project-guidelines API from Superb AI — 2 operation(s) for project-guidelines.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - project-guidelines
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-project-guidelines-api-openapi.yml
- aid: superb-ai:superb-ai-projects-api
  name: Superb AI Projects API
  description: The projects API from Superb AI — 34 operation(s) for projects.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Project
  tags_raw:
  - projects
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-projects-api-openapi.yml
- aid: superb-ai:superb-ai-projects-visualization-api
  name: Superb AI Projects Visualization API
  description: The projects-visualization API from Superb AI — 1 operation(s) for projects-visualization.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - projects-visualization
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-projects-visualization-api-openapi.yml
- aid: superb-ai:superb-ai-projects-workflow-api
  name: Superb AI Projects Workflow API
  description: The projects-workflow API from Superb AI — 15 operation(s) for projects-workflow.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - projects-workflow
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-projects-workflow-api-openapi.yml
- aid: superb-ai:superb-ai-segment-api
  name: Superb AI Segment API
  description: The segment API from Superb AI — 1 operation(s) for segment.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Segment
  tags_raw:
  - segment
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-segment-api-openapi.yml
- aid: superb-ai:superb-ai-tenants-api
  name: Superb AI Tenants API
  description: The tenants API from Superb AI — 1 operation(s) for tenants.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Tenants
  tags_raw:
  - tenants
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-tenants-api-openapi.yml
- aid: superb-ai:superb-ai-training-api
  name: Superb AI Training API
  description: The training API from Superb AI — 6 operation(s) for training.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Training
  tags_raw:
  - training
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-training-api-openapi.yml
- aid: superb-ai:superb-ai-users-api
  name: Superb AI Users API
  description: The users API from Superb AI — 4 operation(s) for users.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - User
  tags_raw:
  - users
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-users-api-openapi.yml
- aid: superb-ai:superb-ai-versions-api
  name: Superb AI Versions API
  description: The versions API from Superb AI — 1 operation(s) for versions.
  humanURL: https://docs.bdai.superb-ai.com
  baseURL: https://api.bdai.superb-ai.com
  tags:
  - Versions
  tags_raw:
  - versions
  properties:
  - type: OpenAPI
    url: openapi/superb-ai-versions-api-openapi.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Overlay
  url: overlays/superb-ai-mlops-platform-overlay.yaml
- type: Website
  url: https://superb-ai.com/en
- type: DeveloperPortal
  url: https://docs.superb-ai.com/
- type: Documentation
  url: https://docs.superb-ai.com/docs/welcome
- type: APIReference
  url: https://docs.bdai.superb-ai.com
- type: GettingStarted
  url: https://docs.superb-ai.com/docs/welcome
- type: Support
  url: https://superb-ai.com/en/company/contact
- type: Blog
  url: https://superb-ai.com/en/resources/blog
- type: GitHubOrganization
  url: https://github.com/Superb-AI-Suite
- type: Pricing
  url: https://superb-ai.com/en/pricing
- type: SignUp
  url: https://platform.superb-ai.com/auth/sign_up
- type: TermsOfService
  url: https://superbai.notion.site/Terms-of-Use-a20d09ccfc28469987e61552eee3e3c4?pvs=4
- type: PrivacyPolicy
  url: https://superbai.notion.site/Privacy-Policy-880523efa01649708e64696332d1ca60
- type: TrustCenter
  url: security/superb-ai-trust-center.yml
- type: DomainSecurity
  url: security/superb-ai-domain-security.yml
- type: Authentication
  url: authentication/superb-ai-authentication.yml
- type: Packages
  url: packages/superb-ai-packages.yml
- type: SDKs
  url: packages/superb-ai-packages.yml
- type: CLI
  url: cli/superb-ai-cli.yml
- type: MCPServer
  url: mcp/superb-ai-mcp.yml
- type: ToolCrosswalk
  url: mcp/superb-ai-tool-crosswalk.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/superb-ai-llms.txt
- type: Conventions
  url: conventions/superb-ai-conventions.yml
- type: Idempotency
  url: conventions/superb-ai-conventions.yml
- type: ErrorCatalog
  url: errors/superb-ai-problem-types.yml
- type: DataModel
  url: data-model/superb-ai-data-model.yml
- type: RateLimits
  url: rate-limits/superb-ai-rate-limits.yml
- type: Plans
  url: plans/superb-ai-plans-pricing.yml
- type: Lifecycle
  url: lifecycle/superb-ai-lifecycle.yml
- type: ChangeLog
  url: changelog/superb-ai-changelog.yml
- type: Conformance
  url: conformance/superb-ai-conformance.yml
- type: Compliance
  url: conformance/superb-ai-conformance.yml
x-enrichment:
  date: '2026-08-29'
  status: enriched
  artifacts_added: 25
  pass: local-v1

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