emerging · 1.8

Edge Computing

Score 22.1 / 100 102 providers 31 APIs Search apis.io →
Variants seen in the corpus: Edge Computingedge-computing

Providers using this tag (101)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Strong 6 Solid coverage with minor gaps
CumulocityIoTInternet of ThingsIndustrial IoTAIoT39 APIs63.2CloudflareAI GatewayAPI GatewayArtificial IntelligenceCDN87 APIs62.0EdgeeCompanyArtificial IntelligenceLLMAI Gateway2 APIs59.4Red HatCloudContainersEnterpriseHybrid Cloud75 APIs59.1ETSITelecommunicationsFranceStandardsStandards Body24 APIs58.4NetlifyCDNCloudContinuous Deployment35 APIs54.3
Developing 25 Usable, with meaningful gaps to close
GameyeCompanyGame Server HostingGame Server OrchestrationMultiplayer5 APIs52.7GSMA Open GatewayTelecommunicationsUnited KingdomNetwork APIsCAMARA22 APIs51.9Amazon OutpostsHybrid CloudInfrastructureOn-Premises7 APIs51.3Spectro CloudCompanyInfrastructureKubernetesCloud-Native42 APIs51.1AT&T5GBroadbandCAMARAConnectivity28 APIs50.9ItronItronUtilitiesSmart MetersSmart Grid11 APIs50.4Amazon IoT GreengrassIoTLambdaMachine-Learning2 APIs50.3Amazon Snow FamilyData MigrationOffline TransferPhysical Appliance27 APIs49.2VMwareCloud ComputingContainer ManagementHybrid CloudInfrastructure59 APIs47.7EsperDevice ManagementMobile Device ManagementAndroidDevOps13 APIs47.4DittoDeveloper ToolsDatabaseSynchronizationPeer-to-Peer7 APIs47.2F5 NetworksAPI GatewayApplication DeliveryAutomation14 APIs47.2Cloudflare D1DatabaseSQLiteServerless1 API46.9Google Distributed CloudDistributed InfrastructureHardwareHybrid Cloud5 APIs46.9CriblConfigurationData LakeData PipelineData Routing32 APIs46.6TursoDatabaseSQLiteDeveloper Tools6 APIs46.5MacrometaCompanyInfrastructureDatabase63 APIs44.1Cloudflare KVKey-Value StoreCloudflare WorkersDistributed Storage1 API44.0ScalarrCompanyCybersecurityRuntime SecurityAI Agent Security2 APIs43.8ExpansoCompanyDistributed ComputingCompute Orchestration2 APIs43.3NinetailedPersonalizationExperimentationA/B TestingAudience Segmentation2 APIs43.1PassiveLogicCompanyDigital TwinBuilding AutomationHVAC18 APIs41.3QwiltCompanyMediaCDNContent Delivery Network6 APIs41.3Litmus AutomationCompanyManufacturingIndustrial IoT3 APIs41.2ZededaCompanyEdge IntelligenceIoT35 APIs39.7
Thin 15 Limited public surface area
TensorFlowArtificial IntelligenceDeep LearningJavaScriptMachine-Learning7 APIs38.2EdgegapGame ServersOrchestrationMatchmaking8 APIs36.7ArmadaCompanyGPU CloudInfrastructure33 APIs34.0fly-io9 APIs33.7Apache NiFiData IntegrationDataflowsETLIoT6 APIs33.5AkamaiCDNCloudNetworks204 APIs32.5planetscale20 APIs31.7UpstashServerlessRedisKafkaMessaging7 APIs30.7CloudFrontAliasCDNCachingContent Delivery7 APIs30.0QuantCDNCDNEdgeStatic HostingJAMstack38 APIs29.2AkriDevice ManagementIoTKubernetes1 API28.1CTERACompanyCloudStorageFile Storage1 API27.5StriveworksCompanyArtificial IntelligenceMachine-LearningMLOps1 API27.0AndiumCompanyEnergyOil and GasIndustrial IoT1 API26.3GradientCompanyCrypto Web3Artificial IntelligenceMachine-Learning3 APIs26.3
Emerging 23 Early or largely undocumented
OpenInfra FoundationCloud ComputingInfrastructureLinux FoundationOpenStack13 APIs25.3Apache TVMArtificial IntelligenceCompilerDeep Learning2 APIs22.6WasmEdgeCloud-NativeCNCFHigh Performance5 APIs21.3SingtelTelecommunicationsSingaporeMobile Network OperatorNetwork APIs7 APIs19.8FerryCompanyIndustrial AIManufacturingManufacturing Execution System19.1Highway9CompanyNetworking5GPrivate Mobile Networks1 API18.7ChinaCache (EdgeNext)CompanyCDNContent Delivery Network1 API17.8ObjectBoxCompanyDatabaseEmbedded DatabaseMobile Database17.4Heex TechnologiesCompanyAutonomous SystemsRoboticsAutonomous Vehicles16.7Ampere ComputingCompanySemiconductorsProcessorsCloud Infrastructure15.9Cloudflare.comAliasApplication ServicesCDNDNS1 API15.5SonyTechnologyConsumer ElectronicsGamingEntertainment4 APIs15.3ArrcusCompanyEnterpriseNetworkingNetwork Operating System14.8MetrobloksCompanyData CentersColocationInterconnection14.4AtomBeamCompanyData CompressionInternet of Things14.1KubeEdgeCloud-NativeGraduatedIoT1 API13.9OpenYurtCloud-NativeCloud-EdgeIncubating1 API13.9UtilidataCompanyEnergyElectric GridUtilities12.5K3sCloud-NativeContainer OrchestrationDevOps1 API12.4Highway 9 NetworksCompany5GPrivate Mobile NetworksEnterprise Wireless1 API12.3LF EdgeIoTLinux FoundationOpen-Source1 API12.3BoschManufacturingAutomotiveIndustrialTechnology5 APIs11.4BlaizeCompanyArtificial IntelligenceMachine-Learning11.3
Minimal 32 Almost no public developer surface
Axiom SpaceCompanyAerospaceSpaceCommercial Spaceflight10.7Ai FabrikCompanyArtificial IntelligenceInferenceInfrastructure10.6ForterraCompanyTransportationAutonomous VehiclesDefense10.6Aptos OrbitalCompanySpaceSatelliteSpacecraft10.2OptoscaleCompanyAquacultureFish FarmingMonitoring9.8Code MetalCompanyArtificial IntelligenceCode Translation8.9VolterraCompanyMulti-CloudDistributed Cloud8.9Theta EdgeCloudDistributed ComputingGPU ComputeAI ComputeAI Inference8.8Cron SystemsCompanyLiDAR3D PerceptionComputer-Vision8.5DayOneCompanyFrontier TechData CentersDigital Infrastructure8.5Auradine (Velaura AI)CompanySemiconductorsAI InfrastructureLow Power AI Compute8.4xiaoyiCompanyComputer-VisionCamera8.1VitesseCompanyPhysical AIIndustrial AutomationOperational Technology6.7AerohiveCompanyNetworkingWirelessWi-Fi6.4Axera TechCompanySemiconductorsArtificial Intelligence6.4BsquareCompanyIoTDevice Management6.1AetheroCompanySpaceSatellites5.5AI-Prime (Paidao Intelligence)CompanyIndustrial SafetyComputer-VisionArtificial Intelligence5.5CIX TechnologyCompanySemiconductorsCPUArtificial Intelligence5.5Colony Capital (DigitalBridge Group)Fortune 1000Digital InfrastructureData CentersCell Towers5.5Bouffalo LabCompanySemiconductorsRISC-VMicrocontrollers5.3houmoCompanyArtificial IntelligenceSemiconductorsAI Chips5.3ArilincCompanySemiconductorsAI ProcessorsRISC-V5.0AxonCompanyArtificial IntelligenceMachine-LearningPredictive Intelligence5.0EraDriveCompanySpaceAerospaceSatellite5.0FogHorn Systems (Johnson Controls)CompanyAi AppsEdge AIIndustrial IoT5.0General InstinctCompanyArtificial IntelligenceMachine-LearningEdge AI5.0InfiotCompanySASENetworkingSD-WAN5.0Instart LogicCompanyCDNContent DeliveryWeb Performance5.0ParstreamCompanyAnalyticsBig DataDatabase5.0DittoCompanyDuplicateDeveloper ToolsDatabase4.6KDDITelecommunicationsMobile Network OperatorCarrierJapan4.4

APIs with this tag (31)

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 →

Strong 16 Solid coverage with minor gaps
Red Hat Edge Management APIAPI for fleet edge management capabilities including device provisioning, image management, update orchestr...59.1ETSI MEC 010-2 Application Package and Lifecycle Management APIsETSI GS MEC 010-2 Part 2 application package management, application lifecycle management and application g...58.4ETSI MEC 011 Edge Platform Application Enablement APIThe Mp1 reference point between MEC applications and the MEC platform, standardised in ETSI GS MEC 011. Cov...58.4ETSI MEC 012 Radio Network Information APIThe Radio Network Information Service (RNIS) defined in ETSI GS MEC 012, exposing up-to-date radio network ...58.4ETSI MEC 013 Location APIThe MEC Location Service defined in ETSI GS MEC 013, providing network-derived location of user equipment a...58.4ETSI 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 ...58.4ETSI MEC 015 Traffic Management APIsThe two traffic-management APIs of ETSI GS MEC 015: Bandwidth Management, which lets applications register ...58.4ETSI 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...58.4ETSI MEC 021 Application Mobility Service APIThe Application Mobility Service defined in ETSI GS MEC 021, which coordinates the relocation of a running ...58.4ETSI MEC 028 WLAN Information APIThe WLAN Access Information Service from ETSI GS MEC 028, exposing access-point, station and measurement in...58.4ETSI MEC 029 Fixed Access Information APIThe Fixed Access Information Service from ETSI GS MEC 029, extending MEC information exposure beyond mobile...58.4ETSI MEC 030 V2X Information Services APIThe V2X Information Service defined in ETSI GS MEC 030, providing predicted quality of service, provisionin...58.4ETSI MEC 033 IoT APIThe IoT API from ETSI GS MEC 033, defining how IoT device registration, IoT platform selection and device-t...58.4ETSI MEC 040 MEC Federation Enablement APIThe MEC Federation enablement API from ETSI GS MEC 040, which lets edge systems operated by different provi...58.4ETSI MEC Sandbox / EdgeNative ConnectorA hosted, free interactive environment where developers exercise live ETSI MEC service APIs against emulate...58.4ETSI Operator Platform Open Exposure Gateway APIThe Open Exposure Gateway of the ETSI Operator Platform SDG, implementing the Open Exposure Gateway role de...58.4
Developing 3 Usable, with meaningful gaps to close
CAMARA Simple Edge Discovery APICAMARA Simple Edge Discovery 2.0.1 as certified under GSMA Open Gateway. Returns the closest MEC (multi-acc...51.9Itron Distributed Intelligence (DI) PlatformPartner-gated platform for building purpose-built applications that execute on Itron-DI-enabled electric me...50.4NSX Autonomous Edge APIREST API for NSX Autonomous Edge providing network virtualization capabilities for edge deployments using a...47.7
Thin 5 Limited public surface area
TensorFlow Lite APILightweight solution for ML inference on mobile and embedded devices, optimized for on-device model execution.38.2Fly.io Machines APIThe Fly.io Machines API is a low-level REST interface for provisioning and managing Fly Machines, which are...33.7Apache MiNiFiMiNiFi is a lightweight agent for edge data collection that is a subproject of NiFi. MiNiFi C++ (nifi-minif...33.5PlanetScale Serverless Driver for JavaScriptThe PlanetScale Serverless Driver for JavaScript is a Fetch API-compatible database driver designed for ser...31.7Upstash Redis REST APIPer-database REST API for executing Redis commands over HTTPS from edge and serverless runtimes. Uses Beare...30.7
Emerging 7 Early or largely undocumented
StarlingXStarlingX is an edge cloud computing infrastructure platform optimized for high performance, ultra-low late...25.3EdgeNext CDN APIREST API for the ChinaCache/EdgeNext CDN and edge platform — manage CDN domains, cache purge and prefetch, ...17.8Sony Spresense SDKSpresense is Sony's hexa-core Cortex-M4F IoT board powered by the CXD5602 chipset. The Spresense SDK provid...15.3K3sK3s lightweight Kubernetes distribution with built-in containerd, Flannel networking, and Traefik ingress c...12.4LF Edge APIProgrammatic access to LF Edge project resources, APIs, and edge computing framework tools.12.3Bosch IoT Edge AgentBosch IoT Edge Agent is a device enablement solution for edge computing scenarios. The agent runs on edge g...11.4Bosch IoT Edge ServicesBosch IoT Edge Services provide edge infrastructure and management capabilities for distributed edge comput...11.4

Score breakdown

Frequency
57.2
log-scaled weighted occurrences
Breadth
2.8
spread across providers
Quality lift
31.0
mean composite of providers using it
Cohesion
6.0
strength of nearest seed neighbor

Related tags

CDN 10 co-occurrences Device Management 11 co-occurrences IoT 26 co-occurrences AI Inference 6 co-occurrences 5G 8 co-occurrences Industrial IoT 7 co-occurrences CAMARA 6 co-occurrences Hybrid Cloud 5 co-occurrences

Where this tag comes from

Provider tag91
Api tag31

Cohort brief

Auto-generated

The 101 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
101
of 102 on the roster
Mean Kin Score
25.5
+4.8 vs catalog 20.7
Mean Agent Readiness
12.5
+2.8 vs catalog 9.7
Spread
4.4–63.2
median 19.1 · σ 18
How the 101 split by band
Exemplar 0Strong 6Developing 25Thin 15Emerging 23Minimal 32
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 25.8 17.9 +7.9 101
Contract Quality 23.8 17.5 +6.3 101
Operational Transparency 15.2 11.3 +3.9 101
Contract Governance 9.6 6.4 +3.2 101
Discoverability 62.7 60.4 +2.3 101
Access Clarity 23.5 22.3 +1.2 101

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
ArtifactThis cohortCatalogDifference
MCP server (any) 19% 16% +3
MCP server (first-party) 7% 7% 0
Agent Skills 0% 0% 0
OAuth scopes 8% 9% -1
Security 93% 88% +5
Arazzo workflows 4% 2% +2
Governance rules 25% 13% +12

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. 1 Cumulocity 63.2
  2. 2 Cloudflare 62
  3. 3 Edgee 59.4
  4. 4 Red Hat 59.1
  5. 5 ETSI 58.4
  6. 6 Netlify 54.3
  7. 7 Gameye 52.7
  8. 8 GSMA Open Gateway 51.9
  9. 9 Amazon Outposts 51.3
  10. 10 Spectro Cloud 51.1
Top by Agent Readiness
  1. 1 Red Hat 52.3
  2. 2 ETSI 47.9
  3. 3 Cloudflare 44.5
  4. 4 GSMA Open Gateway 39.5
  5. 5 AT&T 37.3
  6. 6 PassiveLogic 37.2
  7. 7 Akamai 36.3
  8. 8 Amazon IoT Greengrass 36.3
  9. 9 Andium 33.6
  10. 10 Edgee 33.1
This roster declares 102 members; 101 resolve to a provider in the catalog and 101 carry a score (100%). The figures above describe the scored members only.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.

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Tools for tags

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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.
All 92 tools

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The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/edge-computing/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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