Edge Computing
Providers using this tag (120)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 9 Complete, well-documented, and agent-ready
Strong 8 Solid coverage with minor gaps
Developing 17 Usable, with meaningful gaps to close
Thin 19 Limited public surface area
Emerging 26 Early or largely undocumented
Minimal 37 Almost no public developer surface
KubeEdgeLF EdgeDayOneAlefedgeCocosStackPathForterraOpenYurtOptoscaleBlaizeAptos OrbitalxiaoyiCode MetalAuradine (Velaura AI)Cron SystemsDataShapesAIVolterraLiquidStackTheta EdgeCloudhoumoBsquareKDDIAixinsemiconductortechnologyVitesseAxera TechAlgorizedBouffalo LabAI-Prime (Paidao Intelligence)CIX TechnologyColony Capital (DigitalBridge Group)EraDriveGeneral InstinctArilincAxonActions Semiconductor Co., Ltd.KubosInstart Logic
Unrated 4 Not yet scored
APIs with this tag (32)
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 →
Exemplar 1 Complete, well-documented, and agent-ready
Strong 15 Solid coverage with minor gaps
ETSI MEC 010-2 Application Package and Lifecycle Management APIsETSI GS MEC 010-2 Part 2 application package management, application lifecycle management and application g...ETSI MEC 011 Edge Platform Application Enablement APIThe Mp1 reference point between MEC applications and the MEC platform, standardised in ETSI GS MEC 011. Cov...ETSI MEC 012 Radio Network Information APIThe Radio Network Information Service (RNIS) defined in ETSI GS MEC 012, exposing up-to-date radio network ...ETSI MEC 013 Location APIThe MEC Location Service defined in ETSI GS MEC 013, providing network-derived location of user equipment a...ETSI MEC 014 UE Identity APIThe UE Identity API from ETSI GS MEC 014, which lets a MEC application register a UE identity tag with the ...ETSI MEC 015 Traffic Management APIsThe two traffic-management APIs of ETSI GS MEC 015: Bandwidth Management, which lets applications register ...ETSI MEC 016 UE Application Interface APIThe Mx2 reference point from ETSI GS MEC 016, used by a device-side application to discover which MEC appli...ETSI MEC 021 Application Mobility Service APIThe Application Mobility Service defined in ETSI GS MEC 021, which coordinates the relocation of a running ...ETSI MEC 028 WLAN Information APIThe WLAN Access Information Service from ETSI GS MEC 028, exposing access-point, station and measurement in...ETSI MEC 029 Fixed Access Information APIThe Fixed Access Information Service from ETSI GS MEC 029, extending MEC information exposure beyond mobile...ETSI MEC 030 V2X Information Services APIThe V2X Information Service defined in ETSI GS MEC 030, providing predicted quality of service, provisionin...ETSI MEC 033 IoT APIThe IoT API from ETSI GS MEC 033, defining how IoT device registration, IoT platform selection and device-t...ETSI MEC 040 MEC Federation Enablement APIThe MEC Federation enablement API from ETSI GS MEC 040, which lets edge systems operated by different provi...ETSI MEC Sandbox / EdgeNative ConnectorA hosted, free interactive environment where developers exercise live ETSI MEC service APIs against emulate...ETSI Operator Platform Open Exposure Gateway APIThe Open Exposure Gateway of the ETSI Operator Platform SDG, implementing the Open Exposure Gateway role de...
Developing 3 Usable, with meaningful gaps to close
NSX Autonomous Edge APIREST API for NSX Autonomous Edge providing network virtualization capabilities for edge deployments using a...Apache MiNiFiMiNiFi is a lightweight agent for edge data collection that is a subproject of NiFi. MiNiFi C++ (nifi-minif...Fly.io Machines APIThe Fly.io Machines API is a low-level REST interface for provisioning and managing Fly Machines, which are...
Thin 6 Limited public surface area
Itron Distributed Intelligence (DI) PlatformPartner-gated platform for building purpose-built applications that execute on Itron-DI-enabled electric me...Synse Server API (v3)Synse Server exposes a uniform HTTP and WebSocket API for reading from and writing to physical and virtual ...TensorFlow Lite APILightweight solution for ML inference on mobile and embedded devices, optimized for on-device model execution.Upstash Redis REST APIPer-database REST API for executing Redis commands over HTTPS from edge and serverless runtimes. Uses Beare...HailoRTHailoRT is Hailo's production runtime library for the Hailo-8, Hailo-10 and Hailo-15 device families. It is...PlanetScale Serverless Driver for JavaScriptThe PlanetScale Serverless Driver for JavaScript is a Fetch API-compatible database driver designed for ser...
Emerging 6 Early or largely undocumented
StarlingXStarlingX is an edge cloud computing infrastructure platform optimized for high performance, ultra-low late...Sony Spresense SDKSpresense is Sony's hexa-core Cortex-M4F IoT board powered by the CXD5602 chipset. The Spresense SDK provid...Bosch IoT Edge AgentBosch IoT Edge Agent is a device enablement solution for edge computing scenarios. The agent runs on edge g...Bosch IoT Edge ServicesBosch IoT Edge Services provide edge infrastructure and management capabilities for distributed edge comput...EdgeNext CDN APIREST API for the ChinaCache/EdgeNext CDN and edge platform — manage CDN domains, cache purge and prefetch, ...K3sK3s lightweight Kubernetes distribution with built-in containerd, Flannel networking, and Traefik ingress c...
Minimal 1 Almost no public developer surface
Companies reaching this through an API (9)
These companies publish an API, specification or operation carrying “Edge Computing” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.
Score breakdown
Frequency
55.2
log-scaled weighted occurrences
Breadth
1.5
spread across providers
Quality lift
27.3
mean composite of providers using it
Cohesion
5.7
strength of nearest seed neighbor
Related tags
Device Management 14 co-occurrences
CDN 12 co-occurrences
IoT 36 co-occurrences
Industrial IoT 9 co-occurrences
Data Center 13 co-occurrences
Serverless 12 co-occurrences
Inference 14 co-occurrences
Hybrid Cloud 5 co-occurrences
Where this tag comes from
Provider tag120
Api tag32
Cohort brief
Auto-generatedThe 104 providers in the APIs.io catalog tagged Edge Computing, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
104
of 120 in the catalog
Mean Kin Score
28.5
+4.4 vs catalog 24.1
Mean Agent Readiness
14.9
+0.8 vs catalog 14.1
Spread
0–82.5
median 23.7 · σ 22.3
How the 104 split by band
Exemplar 9Strong 8Developing 17Thin 15Emerging 23Minimal 32
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 33.4 | 24.5 | +8.9 | 104 |
| Operational Transparency | 18.4 | 13.2 | +5.2 | 104 |
| Contract Quality | 22.3 | 18.6 | +3.7 | 104 |
| Discoverability | 62.1 | 59.1 | +3 | 104 |
| Contract Governance | 11.4 | 9.7 | +1.7 | 104 |
| Access Clarity | 30.3 | 30 | +0.3 | 104 |
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) | 15% | 18% | -3 |
| MCP server (first-party) | 13% | 16% | -3 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 10% | 13% | -3 |
| Security | 96% | 99% | -3 |
| Arazzo workflows | 2% | 1% | +1 |
| Governance rules | 40% | 36% | +4 |
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 Cloudflare 82.5
- 2 CloudFront 79.6
- 3 Netlify 72.2
- 4 Synadia Communications 71.9
- 5 Amazon IoT Greengrass 71
- 6 Amazon Outposts 68.7
- 7 Cumulocity 68.5
- 8 Azion 68.2
- 9 Spectro Cloud 66.7
- 10 Webscale Networks 66
Top by Agent Readiness
- 1 Cloudflare 69.6
- 2 Netlify 58.8
- 3 Amazon Outposts 46.9
- 4 Turso 43.8
- 5 Upstash 41.8
- 6 ETSI 41.7
- 7 Akamai 40.8
- 8 Amazon IoT Greengrass 40.3
- 9 CloudFront 37.9
- 10 Weidmüller 36.2
All 120 members of this roster resolve to a provider in the
catalog; 104 carry a score (87%).
The figures above describe the scored members only.
Coverage caveat. 88 of 104 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 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.
Coverage caveat. 88 of 104 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 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
Every tag here is available over the APIs.io API and to AI agents over MCP.