Industrial IoT
Providers using this tag (60)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 2 Solid coverage with minor gaps
Developing 11 Usable, with meaningful gaps to close
Thin 14 Limited public surface area
Emerging 20 Early or largely undocumented
Minimal 13 Almost no public developer surface
APIs with this tag (9)
Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →
Developing 1 Usable, with meaningful gaps to close
Thin 4 Limited public surface area
ThingWorx REST APIThe ThingWorx Industrial IoT platform REST API enables developers to interact with Things, Properties, Serv...Tuya Industry APIThe Tuya Industry API provides enterprise IoT capabilities for non-consumer deployments including industria...AspenTech Inmation Simple Call Interface (SCI) APIThe AspenTech Inmation Simple Call Interface (SCI) API provides a simplified HTTP interface for communicati...COSMOPlat IoT Platform OpenAPIThe 物联开发平台 (IoT development platform) API published by COSMOPlat as the "OpenApi-线上" reference. Twenty-six ...
Emerging 4 Early or largely undocumented
EcoStruxure Transformer Expert Data APIAPI providing transformer health analytics and monitoring data. Enables integration of transformer assets i...Baker Hughes Cordant Industrial PlatformCordant is Baker Hughes' modular AI-enabled industrial enterprise software platform for asset performance m...WabtecONE PlatformWabtecONE is Wabtec's digital intelligence platform enabling railroads and industrial operators to connect ...Honeywell ForgeHoneywell Forge is the connected enterprise platform that provides developer integration capabilities for b...
Score breakdown
Frequency
50.5
log-scaled weighted occurrences
Breadth
1.6
spread across providers
Quality lift
31.1
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor
Related tags
IIoT 9 co-occurrences
Predictive Maintenance 9 co-occurrences
Time Series 12 co-occurrences
SCADA 5 co-occurrences
MQTT 6 co-occurrences
Industrial AI 5 co-occurrences
Digital Twin 6 co-occurrences
Edge Computing 7 co-occurrences
Where this tag comes from
Provider tag59
Api tag9
Cohort brief
Auto-generatedThe 60 providers in the APIs.io catalog tagged Industrial IoT, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
60
all scored
Mean Kin Score
25.9
+5.2 vs catalog 20.7
Mean Agent Readiness
11.1
+1.4 vs catalog 9.7
Spread
5–63.2
median 24.4 · σ 15.4
How the 60 split by band
Exemplar 0Strong 2Developing 11Thin 14Emerging 20Minimal 13
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 24.3 | 17.9 | +6.4 | 60 |
| Contract Quality | 23.3 | 17.5 | +5.8 | 60 |
| Contract Governance | 11.6 | 6.4 | +5.2 | 60 |
| Access Clarity | 27.4 | 22.3 | +5.1 | 60 |
| Discoverability | 62.4 | 60.4 | +2 | 60 |
| Operational Transparency | 12.8 | 11.3 | +1.5 | 60 |
A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.
What this cohort publishes
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 12% | 16% | -4 |
| MCP server (first-party) | 5% | 7% | -2 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 8% | 9% | -1 |
| Security | 95% | 88% | +7 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 30% | 13% | +17 |
mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.
Top by Kin Score
- 1 Cumulocity 63.2
- 2 Losant 60.6
- 3 Amazon IoT SiteWise 50.8
- 4 Itron 50.4
- 5 Picarro 50.4
- 6 Amazon IoT TwinMaker 49.9
- 7 Amazon Lookout for Equipment 49.4
- 8 Amazon Panorama 49
- 9 Nortech 47.5
- 10 Siemens PLM 44.2
Top by Agent Readiness
- 1 Amazon IoT SiteWise 34.5
- 2 Andium 33.6
- 3 Picarro 32.9
- 4 Cosmoplat 31.5
- 5 Amazon Panorama 30.6
- 6 Losant 30.6
- 7 Cognite 29.4
- 8 Amazon IoT TwinMaker 28.1
- 9 Siemens MindSphere 28.1
- 10 Siemens PLM 28.1
All 60 members of this roster resolve to a scored provider in
the catalog.Generated from the catalog build of
25 August 2026, across 26891
providers, using the same computation served by the
APIs.io cohort API. Briefs are published for rosters of
5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
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find_tagsBrowse and filter every tag in the catalog.get_cohortThis tag as a scored cohort — every provider carrying it, with scores.cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.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.
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The distribution (Pro)
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