Cibo Labs

Cibo Labs Pty Ltd is an Australian agricultural data analytics company that provides satellite‑derived insights for farms, including pasture biomass, feed monitoring, land condition reports, and compliance assessments, empowering producers to make data‑driven decisions for profitability and sustainability.

Cibo Labs is listed with 1 API on the APIs.io network. Tagged areas include Agriculture, DataAnalytics, Geospatial, SatelliteImagery, and FarmManagement.

Cibo Labs’ developer surface includes getting-started guide, documentation, pricing, signup flow, engineering blog, and 14 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

30.8/100 thin Agent 0/100 human only Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 API

AgricultureDataAnalyticsGeospatialSatelliteImageryFarmManagement

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 30.8/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 5.7 / 17

Access Clarity 13.0 / 17

Operational Transparency 1.7 / 11

Contract Governance 0.0 / 10

Discoverability 4.7 / 9

Regulatory Posture 3.5 / 15

Agent readiness — 0/100 · human only

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 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

Pagination 5 / 5

Distinct Operations 3 / 3

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/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
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

13 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 33.3 — up to +13.3 composite points
Contract Governance scores 0.0 — up to +12.0 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/cibo-labs/apis.yml: open an issue on github.com/api-evangelist/cibo-labs 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 →

APIs 1

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

Cibo Labs API

Cibo Labs provides agricultural data APIs for pasture biomass, feed monitoring, land condition reports, and assessments.

Pricing Plans 1

Published pricing tiers and plan structures.

Cibo Labs Plans Pricing

4 plans

PLANS

Security Posture 2

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

Cibo Labs Authentication

0 schemes

SECURITY

Cibo Labs Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Cibo Labs Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 3

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

DeveloperPortal

DeveloperPortal

SignUp

SignUp

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 3

Authentication, authorization, and security posture

SecurityTxt

SecurityTxt

SecurityTxt

SecurityTxt

DomainSecurity

DomainSecurity

Commercial 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 4

Properties that don't map to a standard resource type

Hosts

Vendors

Leadership

Image

Source (apis.yml)

aid: cibo-labs
name: Cibo Labs
description: Cibo Labs Pty Ltd is an Australian agricultural data analytics company that provides satellite‑derived insights
  for farms, including pasture biomass, feed monitoring, land condition reports, and compliance assessments, empowering producers
  to make data‑driven decisions for profitability and sustainability.
url: https://artifacts.apis.io/cibo-labs/apis.yml
x-type: company
x-source: harvest:new-submission
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-28 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-28'
modified: '2026-10-28'
tags:
- Agriculture
- DataAnalytics
- Geospatial
- SatelliteImagery
- FarmManagement
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/cibo-labs-plans-pricing.yml
- type: SecurityTxt
  url: well-known/cibo-labs-cibolabs-security.txt
- type: SecurityTxt
  url: well-known/cibo-labs-api-security.txt
- type: WellKnown
  url: well-known/cibo-labs-well-known.yml
- type: Hosts
  url: hosts/cibo-labs-hosts.yml
- type: Vendors
  url: vendors/cibo-labs-vendors.yml
- type: Leadership
  url: https://www.cibolabs.com.au/team
- type: GettingStarted
  url: https://support.cibolabs.com.au/en/knowledge/cibo-labs-forage-budget-calculator-quick-start-guide
- type: DomainSecurity
  url: security/cibo-labs-domain-security.yml
- type: Website
  url: https://www.cibolabs.com.au/
- type: DeveloperPortal
  url: https://app.cibolabs.com.au/
- type: Documentation
  url: https://support.cibolabs.com.au/en/knowledge
- type: Pricing
  url: https://www.cibolabs.com.au/products
- type: SignUp
  url: https://app.cibolabs.com.au/authentication/register
- type: TermsOfService
  url: https://cibolabs.atlassian.net/l/c/d8K4zAbN
- type: PrivacyPolicy
  url: https://cibolabs.atlassian.net/l/c/d8K4zAbN
- type: Blog
  url: https://blog.cibolabs.com.au/blog
- type: GitHubOrganization
  url: https://github.com/cibolabs
- type: Image
  url: https://www.cibolabs.com.au/hubfs/cibolabs.png
apis:
- name: Cibo Labs API
  description: Cibo Labs provides agricultural data APIs for pasture biomass, feed monitoring, land condition reports, and
    assessments.
  humanURL: https://support.cibolabs.com.au/en/knowledge
  baseURL: null
  aid: cibo-labs:cibo-labs-api
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: Documentation pages exist but no machine‑readable OpenAPI, GraphQL, AsyncAPI, or gRPC specifications were found.
  evidence:
  - url: https://www.cibolabs.com.au/products?hsLang=en
    status: 200
  checked: '2026-10-28'
x-submission-probe: 301 https://www.cibolabs.com.au/, 2026-10-26
x-enrichment:
  date: '2026-10-28'
  status: enriched
  artifacts_added: 22
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

Cibo Labs API — frequently asked questions

Does Cibo Labs have an API?

Yes. APIs.io lists 1 API from Cibo Labs, including Cibo Labs API.

How do I authenticate with the Cibo Labs API?

Cibo Labs documents its authentication (0 schemes). The details are profiled on APIs.io as Cibo Labs Authentication.

How much does the Cibo Labs API cost?

APIs.io lists 4 pricing plans for Cibo Labs, with each plan's price, limits and inclusions under Pricing Plans on this page.

Is the Cibo Labs API ready for AI agents?

Cibo Labs has a Kin Score of 30.8 out of 100 (thin) and an Agent Readiness score of 0.0 (human-only), scored by API Evangelist on 2026-10-31.

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