fmcg.network

Connect ChatGPT, Claude, Copilot or your own agent to one MCP endpoint and run US and EU checks on nutrition, recalls, FSMA 204 traceability, FSVP, labelling, allergens and additives. Every answer links to its source. The service provides AI‑driven compliance verification for fast‑moving consumer goods across multiple jurisdictions, integrating USDA and EU food data, GS1 classification, and novel‑food regulations.

fmcg.network is listed with 1 API on the APIs.io network. Tagged areas include Company, Consumer Packaged Goods, FoodCompliance, Artificial Intelligence, and Data Integration.

fmcg.network’s developer surface includes engineering blog and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

12.1/100 emerging Agent 0/100 human only Heartbeat 96/100 alive Full breakdown ↓
scored 2026-11-13 · rubric v0.28.0 · Show this score on your site →

1 API

Company Consumer Packaged GoodsFoodComplianceArtificial Intelligence Data Integration

Kin Score

Kin Score How this is scored →
scored 2026-11-13 · rubric v0.28.0

Composite quality — 12.1/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 0.4 / 17

Access Clarity 2.5 / 17

Operational Transparency 1.0 / 11

Contract Governance 0.0 / 10

Discoverability 5.8 / 9

Regulatory Posture 2.9 / 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

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 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/.

Show this score on your site.

It updates itself when the score changes. Paste this where you link to your API docs:

<a href="https://apis.io/providers/fmcg-network/"><img src="https://apis.io/badge/fmcg-network/card.svg" alt="fmcg.network on APIs.io — Kin Score by API Evangelist"></a>

Other styles, a README pill and a shields.io endpoint are on the badge page.

Raise your score.

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

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document Ask about this →
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship Ask about this →
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author Ask about this →
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) Ask about this →
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) Ask about this →
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes Ask about this →

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 Ask about this →
Developer Ergonomics scores 2.4 — up to +19.5 composite points Ask about this →
Access Clarity scores 14.9 — up to +17.0 composite points Ask about this →

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.

Not sure how this applies to your stack? Ask about any one item. Kin Lane reads every question, looks at your profile and your situation, and replies with what a fix would take — scoped to that one area, priced up front, yours whether you ship it or not. Ask a question →

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/fmcg-network/apis.yml: open an issue on github.com/api-evangelist/fmcg-network 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.

FMCG Network API

API for FMCG Network providing AI‑driven compliance checks for food data.

Security Posture 2

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

fmcg.network Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

fmcg.network Vulnerability Disclosure

security.txt · contact published

SECURITY

Resources

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

LLMsTxt

LLMsTxt

WellKnown

WellKnown

Access & Security 5

Authentication, authorization, and security posture

Security

Security

SecurityTxt

SecurityTxt

TrustCenter

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: fmcg-network
name: fmcg.network
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  probe_state: unreadable
  source:
  - security
  generated: '2026-11-13'
  method: derived
image: https://fmcg.network/og.png
description: Connect ChatGPT, Claude, Copilot or your own agent to one MCP endpoint and run US and EU checks on nutrition,
  recalls, FSMA 204 traceability, FSVP, labelling, allergens and additives. Every answer links to its source. The service
  provides AI‑driven compliance verification for fast‑moving consumer goods across multiple jurisdictions, integrating USDA
  and EU food data, GS1 classification, and novel‑food regulations.
url: https://artifacts.apis.io/fmcg-network/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-08 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-08'
modified: '2026-11-08'
tags:
- Company
- Consumer Packaged Goods
- FoodCompliance
- Artificial Intelligence
- Data Integration
tags_raw:
- Company
- FMCG
- FoodCompliance
- AI
- DataIntegration
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Security
  url: security/fmcg-network-vulnerability-disclosure.yml
- type: LLMsTxt
  url: llms/fmcg-network-llms.txt
- type: SecurityTxt
  url: well-known/fmcg-network-security.txt
- type: WellKnown
  url: well-known/fmcg-network-well-known.yml
- type: Hosts
  url: hosts/fmcg-network-hosts.yml
- type: Vendors
  url: vendors/fmcg-network-vendors.yml
- type: TrustCenter
  url: https://fmcg.network/trust
- type: PrivacyPolicy
  url: https://fmcg.network/privacy
- type: Blog
  url: https://fmcg.network/blog
- type: VulnerabilityDisclosure
  url: security/fmcg-network-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/fmcg-network-domain-security.yml
- type: Website
  url: https://fmcg.network/
apis:
- name: FMCG Network API
  description: API for FMCG Network providing AI‑driven compliance checks for food data.
  humanURL: https://fmcg.network/
  baseURL: null
  aid: fmcg-network:fmcg-network-api
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: No OpenAPI or other machine‑readable contract was found; the root /openapi.json returned 404.
  evidence:
  - url: https://fmcg.network/openapi.json
    status: 404
  checked: '2026-11-08'
x-enrichment:
  date: '2026-11-08'
  status: enriched
  artifacts_added: 12
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

fmcg.network API — frequently asked questions

Does fmcg.network have an API?

Yes. APIs.io lists 1 API from fmcg.network, including FMCG Network API.

Is the fmcg.network API ready for AI agents?

fmcg.network has a Kin Score of 12.1 out of 100 (emerging) and an Agent Readiness score of 0.0 (human-only), scored by API Evangelist on 2026-11-13.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/fmcg-network"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/fmcg-network/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/fmcg-network/evidence"

Calls without X-API-Key need no key. Calls with it need a paid plan — get a key.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.