CloudSight

CloudSight Inc. is a computer-vision company that sells general-purpose image understanding as a single, simple REST API. A client POSTs an image — as a multipart upload, a base64 data URI, or a remote image URL — and receives a token; polling that token returns a natural-language caption describing what is in the picture, together with skip reasons (blurry, dark, bright, offensive, unsure) and content flags (adult) when the image cannot be described. The company grew out of the CamFind visual-search app, also ships an on-device SDK, and lists a whole-scene recognition model on Google Cloud Marketplace. The public API contract is published as an API Blueprint on Apiary and is backed by first-party client libraries for Ruby, Python, Go, Elixir and Objective-C.

CloudSight publishes 1 API contract indexed on the APIs.io network: Images API. Tagged areas include Company, Artificial Intelligence, Machine Learning, Computer Vision, and Image Recognition.

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

CloudSight’s developer surface includes engineering blog, documentation, support, authentication, code examples, changelog, sandbox, and 18 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

32.4/100 thin ▬ flat Agent 26/100 agent aware Heartbeat 0/100 dormant saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 published contract 1 Agent Skills

Company Artificial Intelligence Machine Learning Computer Vision Image RecognitionImage CaptioningClassification Media

Kin Score

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

Composite quality — 32.4/100 · thin

Contract Quality 10.1 / 19

Developer Ergonomics 5.3 / 15

Access Clarity 1.0 / 15

Operational Transparency 1.8 / 10

Contract Governance 1.6 / 9

Discoverability 5.0 / 8

Regulatory Posture 2.3 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 26/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 0 / 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

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 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/.

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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
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)
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)
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)

7 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 6.6 — up to +18.7 composite points
Developer Ergonomics scores 35.1 — up to +13.0 composite points
Contract Quality scores 54.1 — up to +11.5 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/cloudsight/apis.yml: open an issue on github.com/api-evangelist/cloudsight 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
ONVIF Video Analytics (video surveillance, edge cameras, computer vision)	distribution	19.2 (thin)	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

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.

CloudSight Images API

Submit images for recognition and retrieve the resulting annotation.

Open Collections 1

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

CloudSight Images API

OPEN COLLECTION

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

Describe an image with CloudSight

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

CloudSight API Rules

62 rules · 60 errors 1 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Cloudsight Images Overlay

5 actions · update · cloudsight-images-openapi.yml

DERIVED

Security Posture 2

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

Cloudsight Authentication

apiKey/oauth1 · 2 schemes

SECURITY

Cloudsight Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access 1

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

Cloudsight Agentic Access

3 operations · 2 acting

AGENTIC

Resources

Get Started 2

Portal, sign-up, and the first successful call

Login

Sandbox

Sandbox

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate

AgentSkill

AgenticAccess

LLMsTxt

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Conventions

ErrorCatalog

DataModel

Conformance

Lifecycle

Build 4

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

Examples

Packages

SDKs

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 2

Status, limits, changes, and where to get help

Support

Support

ChangeLog

ChangeLog

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: cloudsight
name: CloudSight
x-docs-platform: apiary
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-09-24
x-enrichment:
  date: '2026-08-09'
  status: enriched
  artifacts_added: 20
  pass: local-v1
description: CloudSight Inc. is a computer-vision company that sells general-purpose image understanding as a single, simple
  REST API. A client POSTs an image — as a multipart upload, a base64 data URI, or a remote image URL — and receives a token;
  polling that token returns a natural-language caption describing what is in the picture, together with skip reasons (blurry,
  dark, bright, offensive, unsure) and content flags (adult) when the image cannot be described. The company grew out of the
  CamFind visual-search app, also ships an on-device SDK, and lists a whole-scene recognition model on Google Cloud Marketplace.
  The public API contract is published as an API Blueprint on Apiary and is backed by first-party client libraries for Ruby,
  Python, Go, Elixir and Objective-C.
url: https://raw.githubusercontent.com/api-evangelist/cloudsight/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-source-url: https://forgeglobal.com/cloudsight_stock/
x-tier: profiled
x-tier-reason: enrichment
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  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
  - sandbox
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-08-09'
modified: '2026-10-06'
image: https://cloudsight.ai/static/img/favicons/apple-touch-icon.png
tags:
- Company
- Artificial Intelligence
- Machine Learning
- Computer Vision
- Image Recognition
- Image Captioning
- Classification
- Media
tags_raw:
- Company
- Artificial Intelligence
- Machine Learning
- Computer Vision
- Image Recognition
- Image Captioning
- Classification
- Media
- Machine-Learning
- Computer-Vision
apis:
- aid: cloudsight:cloudsight-images-api
  name: CloudSight Images API
  description: Submit images for recognition and retrieve the resulting annotation.
  humanURL: https://cloudsight.docs.apiary.io
  baseURL: https://api.cloudsight.ai/v1
  tags:
  - Image
  tags_raw:
  - Images
  properties:
  - type: OpenAPI
    url: openapi/cloudsight-images-api-openapi.yml
  - type: APIBlueprint
    url: openapi/cloudsight-api-blueprint-original.apib
  - type: Documentation
    url: https://cloudsight.docs.apiary.io
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- url: https://cloudsight.ai/blog/
  type: Blog
- type: Overlay
  url: overlays/cloudsight-images-overlay.yaml
- type: DomainSecurity
  url: security/cloudsight-domain-security.yml
- type: Website
  url: https://cloudsight.ai
- type: Documentation
  url: https://cloudsight.docs.apiary.io
- type: Support
  url: https://cloudsight.ai/contact
- type: GitHubOrganization
  url: https://github.com/cloudsight
- type: Login
  url: https://cloudsight.ai/login
- type: TermsOfService
  url: https://cloudsight.ai/terms
- type: PrivacyPolicy
  url: https://cloudsight.ai/privacy-policy
- type: Authentication
  url: authentication/cloudsight-authentication.yml
- type: Conventions
  url: conventions/cloudsight-conventions.yml
- type: ErrorCatalog
  url: errors/cloudsight-problem-types.yml
- type: Examples
  url: examples/cloudsight-images-examples.yml
- type: DataModel
  url: data-model/cloudsight-data-model.yml
- type: Conformance
  url: conformance/cloudsight-conformance.yml
- type: Lifecycle
  url: lifecycle/cloudsight-lifecycle.yml
- type: ChangeLog
  url: changelog/cloudsight-changelog.yml
- type: Sandbox
  url: sandbox/cloudsight-sandbox.yml
- type: Packages
  url: packages/cloudsight-packages.yml
- type: SDKs
  url: packages/cloudsight-packages.yml
- type: X-MCPServerCandidate
  url: mcp/cloudsight-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: AgentSkill
  url: skills/_index.yml
- type: AgenticAccess
  url: agentic-access/cloudsight-agentic-access.yml
- type: LLMsTxt
  url: llms/cloudsight-llms.txt

CloudSight API — frequently asked questions

Does CloudSight have an API?

Yes. APIs.io lists 1 API from CloudSight, including CloudSight Images API.

Is there an OpenAPI specification for the CloudSight API?

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

How do I authenticate with the CloudSight API?

CloudSight uses bearer-token authentication (apiKey/oauth1 · 2 schemes). The details are profiled on APIs.io as Cloudsight Authentication.

Is the CloudSight API ready for AI agents?

CloudSight has a Kin Score of 32.4 out of 100 (thin) and an Agent Readiness score of 25.5 (agent-aware), scored by API Evangelist on 2026-11-06.

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