Aquabyte

Aquabyte AS is a Norwegian-American aquaculture technology company, founded in 2017 with offices in Bergen (Laksevåg), Norway, San Francisco and Chile, that applies computer vision and machine learning to salmon and trout farming. Underwater cameras (Hydra 360, Hammerhead, Atlas) stream imagery into a cloud platform that produces biomass and weight estimation, sea-lice counting, welfare scoring, swim-speed and breathing-index behaviour metrics, environmental readings and feeding decision support, from smolt through harvest. Customers reach that data either through the Aquabyte customer portal at app.aquabyte.ai or through the Aquabyte Public API — a documented, API-key-authenticated REST service at api.aquabyte.ai/v3 whose OpenAPI 3.1 definition is served publicly at api.aquabyte.ai/openapi.json and rendered with ReDoc at /v3/docs.

Aquabyte publishes 7 API contracts indexed on the APIs.io network, including Behaviour API, Biomass API, Environmental API, and 4 more. Tagged areas include Aquaculture, Fish Farming, Computer Vision, Machine Learning, and Biomass Estimation.

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

Aquabyte’s developer surface includes engineering blog, documentation, API reference, support, authentication, and 13 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

38.3/100 thin ▬ flat Agent 29/100 agent ready Front door AI 2/6 trace Heartbeat 0/100 dormant saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 published contract 3 Agent Skills

AquacultureFish FarmingComputer Vision Machine LearningBiomass EstimationSea LiceFish WelfareEnvironmental Monitoring AgTech NorwaySalmonData

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Aquaculture Operations Management

BC-3520

Environmentalbiomasslicev3.0welfare

GET /liceCount GET /environmental GET /environmental/latest GET /biomass

Kin Score

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

Composite quality — 38.3/100 · thin

Contract Quality 9.0 / 19

Developer Ergonomics 5.6 / 15

Access Clarity 4.1 / 15

Operational Transparency 3.1 / 10

Contract Governance 1.6 / 9

Discoverability 5.0 / 8

Regulatory Posture 3.4 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 29/100 · agent ready

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 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

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
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
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 27.6 — up to +14.5 composite points
Contract Quality scores 47.9 — up to +13.0 composite points
Developer Ergonomics scores 37.5 — up to +12.5 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/aquabyte/apis.yml: open an issue on github.com/api-evangelist/aquabyte 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
Agriculture and Food (Farm Data, Nutrition)	undeclared	-	-	-
Aquaculture and Seafood Certification (ASC, BAP, MSC, GSSI)	undeclared	-	-	-
ONVIF Video Analytics (video surveillance, edge cameras, computer vision)	undeclared	-	-	-

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 7

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

Aquabyte Behaviour API

Behaviour APIs

Aquabyte Biomass API

Biomass APIs

Aquabyte Environmental API

The Environmental API from Aquabyte — 2 operation(s) for environmental.

Aquabyte Lice API

Lice APIs

Aquabyte Sites API

The Sites API from Aquabyte — 2 operation(s) for sites.

Aquabyte Welfare API

Welfare APIs

Aquabyte Pens API

The Pens API from Aquabyte — 8 operation(s) for pens.

Scroll for all 7

Open Collections 7

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

Aquabyte API Documentation Behaviour API

OPEN COLLECTION

Aquabyte API Documentation Biomass API

OPEN COLLECTION

Aquabyte API Documentation Environmental API

OPEN COLLECTION

Aquabyte API Documentation Lice API

OPEN COLLECTION

Aquabyte API Documentation Sites API

OPEN COLLECTION

Aquabyte API Documentation V3.0 API

OPEN COLLECTION

Aquabyte API Documentation Welfare API

OPEN COLLECTION

Scroll for all 7

Agent Skills 3

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

Plan a harvest from biomass growth and harvest reports

AGENT SKILL

Mirror Aquabyte pen data into your own database

AGENT SKILL

Monitor sea-lice burden across a farming licence

AGENT SKILL

Rate Limits 1

Documented rate limits and quota policies.

Aquabyte Rate Limits

1 limits

RATE LIMITS

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Aquabyte API Rules

46 rules · 40 errors 5 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.

Aquabyte Data Api Overlay

13 actions · security · aquabyte-data-api-openapi.yml

DERIVED

Security Posture 2

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

Aquabyte Authentication

apiKey · 1 scheme

SECURITY

Aquabyte Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

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

Aquabyte Agentic Access

19 operations

19 operations · 0 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

Login

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgentSkill

AgentSkill

LLMsTxt

LLMsTxt

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conventions

Conventions

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 2

Status, limits, changes, and where to get help

RateLimits

RateLimits

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 3

The organization behind the API

Blog

Blog

Website

Website

LinkedIn

Other 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Overlay

Overlay

Source (apis.yml)

aid: aquabyte
name: Aquabyte
description: Aquabyte AS is a Norwegian-American aquaculture technology company, founded in 2017 with offices in Bergen (Laksevåg),
  Norway, San Francisco and Chile, that applies computer vision and machine learning to salmon and trout farming. Underwater
  cameras (Hydra 360, Hammerhead, Atlas) stream imagery into a cloud platform that produces biomass and weight estimation,
  sea-lice counting, welfare scoring, swim-speed and breathing-index behaviour metrics, environmental readings and feeding
  decision support, from smolt through harvest. Customers reach that data either through the Aquabyte customer portal at app.aquabyte.ai
  or through the Aquabyte Public API — a documented, API-key-authenticated REST service at api.aquabyte.ai/v3 whose OpenAPI
  3.1 definition is served publicly at api.aquabyte.ai/openapi.json and rendered with ReDoc at /v3/docs.
url: https://raw.githubusercontent.com/api-evangelist/aquabyte/refs/heads/main/apis.yml
x-type: company
x-source: harvest:secondary-market
x-tier: profiled
x-tier-reason: openapi-harvested
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
  - rate-limits
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-08-06'
modified: '2026-10-06'
image: https://www.aquabyte.ai/en/icon-illyi6.png
tags:
- Aquaculture
- Fish Farming
- Computer Vision
- Machine Learning
- Biomass Estimation
- Sea Lice
- Fish Welfare
- Environmental Monitoring
- AgTech
- Norway
- Salmon
- Data
tags_raw:
- Aquaculture
- Fish Farming
- Computer Vision
- Machine Learning
- Biomass Estimation
- Sea Lice
- Fish Welfare
- Environmental Monitoring
- Agriculture Technology
- Norway
- Salmon
- Data
- Computer-Vision
- Machine-Learning
apis:
- aid: aquabyte:aquabyte-behaviour-api
  name: Aquabyte Behaviour API
  description: Behaviour APIs
  humanURL: https://api.aquabyte.ai/v3/docs
  baseURL: https://api.aquabyte.ai/v3
  tags:
  - Behaviour
  tags_raw:
  - behaviour
  properties:
  - type: OpenAPI
    url: openapi/aquabyte-behaviour-api-openapi.yml
  - type: Documentation
    url: https://api.aquabyte.ai/v3/docs
  - type: APIReference
    url: https://api.aquabyte.ai/v3/docs
  - type: Authentication
    url: authentication/aquabyte-authentication.yml
  - type: Conventions
    url: conventions/aquabyte-conventions.yml
  - type: ErrorCatalog
    url: errors/aquabyte-problem-types.yml
  - type: DataModel
    url: data-model/aquabyte-data-model.yml
  - type: Lifecycle
    url: lifecycle/aquabyte-lifecycle.yml
  - type: Deprecation
    url: lifecycle/aquabyte-lifecycle.yml
  - type: RateLimits
    url: rate-limits/aquabyte-rate-limits.yml
  - type: Conformance
    url: conformance/aquabyte-conformance.yml
  - type: AgenticAccess
    url: agentic-access/aquabyte-agentic-access.yml
- aid: aquabyte:aquabyte-biomass-api
  name: Aquabyte Biomass API
  description: Biomass APIs
  humanURL: https://api.aquabyte.ai/v3/docs
  baseURL: https://api.aquabyte.ai/v3
  tags:
  - Biomass
  tags_raw:
  - biomass
  properties:
  - type: OpenAPI
    url: openapi/aquabyte-biomass-api-openapi.yml
  - type: Documentation
    url: https://api.aquabyte.ai/v3/docs
  - type: APIReference
    url: https://api.aquabyte.ai/v3/docs
  - type: Authentication
    url: authentication/aquabyte-authentication.yml
  - type: Conventions
    url: conventions/aquabyte-conventions.yml
  - type: ErrorCatalog
    url: errors/aquabyte-problem-types.yml
  - type: DataModel
    url: data-model/aquabyte-data-model.yml
  - type: Lifecycle
    url: lifecycle/aquabyte-lifecycle.yml
  - type: Deprecation
    url: lifecycle/aquabyte-lifecycle.yml
  - type: RateLimits
    url: rate-limits/aquabyte-rate-limits.yml
  - type: Conformance
    url: conformance/aquabyte-conformance.yml
  - type: AgenticAccess
    url: agentic-access/aquabyte-agentic-access.yml
- aid: aquabyte:aquabyte-environmental-api
  name: Aquabyte Environmental API
  description: The Environmental API from Aquabyte — 2 operation(s) for environmental.
  humanURL: https://api.aquabyte.ai/v3/docs
  baseURL: https://api.aquabyte.ai/v3
  tags:
  - Environmental
  properties:
  - type: OpenAPI
    url: openapi/aquabyte-environmental-api-openapi.yml
  - type: Documentation
    url: https://api.aquabyte.ai/v3/docs
  - type: APIReference
    url: https://api.aquabyte.ai/v3/docs
  - type: Authentication
    url: authentication/aquabyte-authentication.yml
  - type: Conventions
    url: conventions/aquabyte-conventions.yml
  - type: ErrorCatalog
    url: errors/aquabyte-problem-types.yml
  - type: DataModel
    url: data-model/aquabyte-data-model.yml
  - type: Lifecycle
    url: lifecycle/aquabyte-lifecycle.yml
  - type: Deprecation
    url: lifecycle/aquabyte-lifecycle.yml
  - type: RateLimits
    url: rate-limits/aquabyte-rate-limits.yml
  - type: Conformance
    url: conformance/aquabyte-conformance.yml
  - type: AgenticAccess
    url: agentic-access/aquabyte-agentic-access.yml
- aid: aquabyte:aquabyte-lice-api
  name: Aquabyte Lice API
  description: Lice APIs
  humanURL: https://api.aquabyte.ai/v3/docs
  baseURL: https://api.aquabyte.ai/v3
  tags:
  - lice
  properties:
  - type: OpenAPI
    url: openapi/aquabyte-lice-api-openapi.yml
  - type: Documentation
    url: https://api.aquabyte.ai/v3/docs
  - type: APIReference
    url: https://api.aquabyte.ai/v3/docs
  - type: Authentication
    url: authentication/aquabyte-authentication.yml
  - type: Conventions
    url: conventions/aquabyte-conventions.yml
  - type: ErrorCatalog
    url: errors/aquabyte-problem-types.yml
  - type: DataModel
    url: data-model/aquabyte-data-model.yml
  - type: Lifecycle
    url: lifecycle/aquabyte-lifecycle.yml
  - type: Deprecation
    url: lifecycle/aquabyte-lifecycle.yml
  - type: RateLimits
    url: rate-limits/aquabyte-rate-limits.yml
  - type: Conformance
    url: conformance/aquabyte-conformance.yml
  - type: AgenticAccess
    url: agentic-access/aquabyte-agentic-access.yml
- aid: aquabyte:aquabyte-sites-api
  name: Aquabyte Sites API
  description: The Sites API from Aquabyte — 2 operation(s) for sites.
  humanURL: https://api.aquabyte.ai/v3/docs
  baseURL: https://api.aquabyte.ai/v3
  tags:
  - Sites
  properties:
  - type: OpenAPI
    url: openapi/aquabyte-sites-api-openapi.yml
  - type: Documentation
    url: https://api.aquabyte.ai/v3/docs
  - type: APIReference
    url: https://api.aquabyte.ai/v3/docs
  - type: Authentication
    url: authentication/aquabyte-authentication.yml
  - type: Conventions
    url: conventions/aquabyte-conventions.yml
  - type: ErrorCatalog
    url: errors/aquabyte-problem-types.yml
  - type: DataModel
    url: data-model/aquabyte-data-model.yml
  - type: Lifecycle
    url: lifecycle/aquabyte-lifecycle.yml
  - type: Deprecation
    url: lifecycle/aquabyte-lifecycle.yml
  - type: RateLimits
    url: rate-limits/aquabyte-rate-limits.yml
  - type: Conformance
    url: conformance/aquabyte-conformance.yml
  - type: AgenticAccess
    url: agentic-access/aquabyte-agentic-access.yml
- aid: aquabyte:aquabyte-welfare-api
  name: Aquabyte Welfare API
  description: Welfare APIs
  humanURL: https://api.aquabyte.ai/v3/docs
  baseURL: https://api.aquabyte.ai/v3
  tags:
  - welfare
  properties:
  - type: OpenAPI
    url: openapi/aquabyte-welfare-api-openapi.yml
  - type: Documentation
    url: https://api.aquabyte.ai/v3/docs
  - type: APIReference
    url: https://api.aquabyte.ai/v3/docs
  - type: Authentication
    url: authentication/aquabyte-authentication.yml
  - type: Conventions
    url: conventions/aquabyte-conventions.yml
  - type: ErrorCatalog
    url: errors/aquabyte-problem-types.yml
  - type: DataModel
    url: data-model/aquabyte-data-model.yml
  - type: Lifecycle
    url: lifecycle/aquabyte-lifecycle.yml
  - type: Deprecation
    url: lifecycle/aquabyte-lifecycle.yml
  - type: RateLimits
    url: rate-limits/aquabyte-rate-limits.yml
  - type: Conformance
    url: conformance/aquabyte-conformance.yml
  - type: AgenticAccess
    url: agentic-access/aquabyte-agentic-access.yml
- aid: aquabyte:aquabyte-pens-api
  name: Aquabyte Pens API
  description: The Pens API from Aquabyte — 8 operation(s) for pens.
  humanURL: https://api.aquabyte.ai/v3/docs
  baseURL: https://api.aquabyte.ai/v3
  tags:
  - Pens
  properties:
  - type: OpenAPI
    url: openapi/aquabyte-pens-api-openapi.yml
  - type: Documentation
    url: https://api.aquabyte.ai/v3/docs
  - type: APIReference
    url: https://api.aquabyte.ai/v3/docs
  - type: Authentication
    url: authentication/aquabyte-authentication.yml
  - type: Conventions
    url: conventions/aquabyte-conventions.yml
  - type: ErrorCatalog
    url: errors/aquabyte-problem-types.yml
  - type: DataModel
    url: data-model/aquabyte-data-model.yml
  - type: Lifecycle
    url: lifecycle/aquabyte-lifecycle.yml
  - type: Deprecation
    url: lifecycle/aquabyte-lifecycle.yml
  - type: RateLimits
    url: rate-limits/aquabyte-rate-limits.yml
  - type: Conformance
    url: conformance/aquabyte-conformance.yml
  - type: AgenticAccess
    url: agentic-access/aquabyte-agentic-access.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: RateLimits
  url: rate-limits/aquabyte-rate-limits.yml
- url: https://www.aquabyte.ai/articles
  type: Blog
- type: CapabilityMap
  url: capabilities/aquabyte-capability-edges.yml
  name: Aquabyte Business Capability Map
- type: AgentSkill
  url: skills/aquabyte-harvest-planning.md
- type: Overlay
  url: overlays/aquabyte-data-api-overlay.yaml
- type: Website
  url: https://www.aquabyte.ai/
- type: Documentation
  url: https://api.aquabyte.ai/v3/docs
- type: APIReference
  url: https://api.aquabyte.ai/v3/docs
- type: Login
  url: https://app.aquabyte.ai/login
- type: Support
  url: https://www.aquabyte.ai/contact
- type: TermsOfService
  url: https://www.aquabyte.ai/terms
- type: PrivacyPolicy
  url: https://www.aquabyte.ai/privacy-policy
- type: GitHubOrganization
  url: https://github.com/aquabyte-new
- type: LinkedIn
  url: https://www.linkedin.com/company/aquabyte
- type: Authentication
  url: authentication/aquabyte-authentication.yml
- type: Conventions
  url: conventions/aquabyte-conventions.yml
- type: LLMsTxt
  url: llms/aquabyte-llms.txt
- type: DomainSecurity
  url: security/aquabyte-domain-security.yml
x-enrichment:
  date: '2026-08-06'
  status: enriched
  artifacts_added: 18
  pass: local-v1

Aquabyte API — frequently asked questions

Does Aquabyte have an API?

Yes. APIs.io lists 7 APIs from Aquabyte, including Aquabyte Behaviour API, Aquabyte Biomass API and Aquabyte Environmental API, and 4 more.

Is there an OpenAPI specification for the Aquabyte API?

Yes. APIs.io indexes 7 OpenAPI specifications for Aquabyte, each linked for download from this page.

How do I authenticate with the Aquabyte API?

Aquabyte uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Aquabyte Authentication.

Is the Aquabyte API ready for AI agents?

Aquabyte has a Kin Score of 38.3 out of 100 (thin) and an Agent Readiness score of 28.7 (agent-ready), scored by API Evangelist on 2026-11-06.

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