Opsee

Opsee provides an open, modular manufacturing execution system (MES) and industrial data platform for factories. It offers data logging, historian, analytics, OEE, quality, production order management, and AI-driven insights. The platform is container‑based, open‑source, and designed for plant‑floor operators, allowing incremental module adoption without vendor lock‑in.

Opsee is listed with 2 APIs on the APIs.io network. Tagged areas include Manufacturing, MES, IndustrialIoT, OpenSource, and DataAnalytics.

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

Opsee’s developer surface includes API reference, getting-started guide, documentation, and 6 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

15.5/100 emerging Agent 18/100 agent aware Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

2 APIs

Manufacturing MESIndustrialIoTOpenSourceDataAnalytics

Kin Score

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

Composite quality — 15.5/100 · emerging

Contract Quality 2.0 / 21

Developer Ergonomics 4.9 / 17

Access Clarity 0.0 / 17

Operational Transparency 0.0 / 11

Contract Governance 2.0 / 10

Discoverability 4.9 / 9

Regulatory Posture 1.6 / 15

Agent readiness — 18/100 · agent aware

Machine-Readable Contract 18 / 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 4 / 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/.

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/opsee/"><img src="https://apis.io/badge/opsee/card.svg" alt="Opsee 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):

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
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes

11 more unmet checks in the Agent Readiness table above.

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

Contract Quality scores 9.4 — up to +22.7 composite points
Access Clarity scores 0.0 — up to +20.0 composite points
Developer Ergonomics scores 28.6 — up to +14.3 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/opsee/apis.yml: open an issue on github.com/api-evangelist/opsee 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 2

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

Opsee API

Opsee provides a manufacturing execution system API documented at the Reference page.

Opsee API

Opsee API as documented publicly: 7 operations. Contract generated from the documentation by API Evangelist (2026-10-29); not the provider's own document.

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Opsee API Rules

9 rules · 8 errors 1 info

SPECTRAL

Security Posture 1

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

Opsee Domain Security

TLSv1.3 · DMARC

SECURITY

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 2

Reference material describing how the API behaves

APIReference

APIReference

Documentation

Documentation

Design & Contract 3

Pagination, idempotency, versioning, errors, and events

Spectral

Spectral

Vocabulary

Vocabulary

Conformance

Conformance

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Company 1

The organization behind the API

Website

Website

Other 1

Properties that don't map to a standard resource type

Hosts

Hosts

Source (apis.yml)

aid: opsee
name: Opsee
image: https://opsee.io/dashboard-oee.png
description: Opsee provides an open, modular manufacturing execution system (MES) and industrial data platform for factories.
  It offers data logging, historian, analytics, OEE, quality, production order management, and AI-driven insights. The platform
  is container‑based, open‑source, and designed for plant‑floor operators, allowing incremental module adoption without vendor
  lock‑in.
url: https://artifacts.apis.io/opsee/apis.yml
x-type: company
x-source: harvest:vc-portfolio
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-29 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-29'
modified: '2026-10-29'
tags:
- Manufacturing
- MES
- IndustrialIoT
- OpenSource
- DataAnalytics
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Spectral
  url: rules/opsee-rules.yml
- type: Vocabulary
  url: vocabulary/opsee-vocabulary.yml
- type: Conformance
  url: conformance/opsee-conformance.yml
- type: Hosts
  url: hosts/opsee-hosts.yml
- type: APIReference
  url: https://docs.opsee.io/docs/Reference
- type: GettingStarted
  url: https://docs.opsee.io/docs/quick-start
- type: Documentation
  url: https://dev.opsee.io/
- type: DomainSecurity
  url: security/opsee-domain-security.yml
- type: Website
  url: https://opsee.io
apis:
- name: Opsee API
  description: Opsee provides a manufacturing execution system API documented at the Reference page.
  humanURL: https://docs.opsee.io/docs/Reference
  baseURL: null
  aid: opsee:opsee-api-2
- aid: opsee:opsee-api
  name: Opsee API
  description: 'Opsee API as documented publicly: 7 operations. Contract generated from the documentation by API Evangelist
    (2026-10-29); not

    the provider''s own document.'
  humanURL: https://docs.opsee.io/docs/user-guide/production/oee-dashboard
  properties:
  - type: OpenAPI
    url: openapi/_ae-authored/opsee-openapi-generated.yml
    x-provenance: generated
x-backed-by:
- heavybit
x-coverage:
  state: unreadable
  reason: js-rendered-docs
  detail: Documentation pages are rendered via JavaScript, preventing machine‑readable spec discovery.
  evidence:
  - url: https://docs.opsee.io/docs/Reference
    status: 200
  checked: '2026-10-29'
x-enrichment:
  date: '2026-10-29'
  status: enriched
  artifacts_added: 11
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

Opsee API — frequently asked questions

Does Opsee have an API?

Yes. APIs.io lists 2 APIs from Opsee, including Opsee API and Opsee API.

Is there an OpenAPI specification for the Opsee API?

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

Is the Opsee API ready for AI agents?

Opsee has a Kin Score of 15.5 out of 100 (emerging) and an Agent Readiness score of 17.6 (agent-aware), scored by API Evangelist on 2026-10-31.

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/opsee"

All providers

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

Every operation they expose

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

How their score was established

curl "https://apis.io/api/v1/providers/opsee/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

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.