emerging · -1.6 capabilitymarket actiondomainschema

Edge Computing

Score 21.3 / 100 107 providers +9 via APIs 32 APIs Search apis.io →

Providers using this tag (107)

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

Exemplar 5 Complete, well-documented, and agent-ready
AzionServerlessArtificial IntelligenceCloud Infrastructure1 API67.7CloudflareAI GatewayAPI GatewayArtificial IntelligenceCDN25 APIs80.6NetlifyCDNCloudContinuous DeploymentDeveloper Tools2 APIs70.6Synadia CommunicationsCompanyMessagingEvent StreamingNATS2 APIs67.6CloudFrontCDNCachingContent Delivery1 API67.3
Strong 5 Solid coverage with minor gaps
Spectro CloudCompanyInfrastructureKubernetesCloud-Native3 APIs65.9Webscale NetworksE-CommerceCloud HostingCDNApplication Delivery1 API62.4EdgeeCompanyArtificial IntelligenceLLMAI Gateway1 API58.4Amazon IoT GreengrassIoTLambdaMachine Learning1 API57.7Amazon OutpostsHybrid CloudInfrastructureOn-Premises1 API54.8
Developing 20 Usable, with meaningful gaps to close
MacrometaCompanyInfrastructureDatabase8 APIs45.9Vapor IOCompanyData CenterColocation2 APIs39.8ETSITelecommunicationsFranceStandardsStandards Body24 APIs53.7TTTechCompanyIndustrial IoTDevice Management2 APIs53.7Amazon Snow FamilyData MigrationOffline TransferPhysical Appliance1 API53.2FermyonComputeFunctionsWebAssemblyServerless2 APIs52.2GameyeCompanyGame Server HostingGame Server OrchestrationMultiplayer1 API51.4CriblConfigurationData LakeData PipelineData Routing6 APIs50.6ScalarrCompanyCybersecurityRuntime SecurityAI Agent Security2 APIs50.3AkamaiCDNCloudNetworks12 APIs47.0Google Distributed CloudDistributed InfrastructureHardwareHybrid Cloud1 API46.8ExpansoCompanyDistributed ComputingCompute Orchestration1 API46.5SpiderOakCompanySecurityZero TrustEncryption1 API44.8AT&T5GBroadbandCAMARAConnectivity3 APIs43.9WeidmüllerCompanyIndustrial AutomationIndustrial Connectivity2 APIs43.6QuantCDNCDNEdgeStatic HostingJAMstack1 API43.3Litmus AutomationCompanyManufacturingIndustrial IoT3 APIs42.9TursoDatabaseSQLiteDeveloper Tools1 API41.1QwiltCompanyMediaCDN3 APIs41.0ZededaCompanyEdge IntelligenceIoT10 APIs39.3
Thin 16 Limited public surface area
AxeleraaiCompanyArtificial IntelligenceHardware2 APIs32.0ArmadaCompanyGPU CloudInfrastructure1 API31.0LocalAIArtificial IntelligenceMachine LearningLLMInference1 API38.5DittoDeveloper ToolsDatabaseSynchronizationPeer-to-Peer2 APIs37.1PassiveLogicCompanyDigital TwinBuilding AutomationHVAC1 API36.8Scale ComputingHyperconverged InfrastructureVirtualizationInfrastructure Management2 APIs36.7NinetailedPersonalizationExperimentationA/B TestingAudience Segmentation1 API36.3UpstashServerlessRedisKafkaMessaging1 API36.3Cloudflare D1DatabaseSQLiteServerless1 API34.9Fly IoPlatformInfrastructureNetworking1 API34.5Cloudflare KVKey-Value StoreCloudflare WorkersDistributed Storage1 API33.3AkriDevice ManagementIoTKubernetes1 API33.1HailoArtificial IntelligenceMachine LearningSemiconductors2 APIs32.9aiCTX (now SynSense)CompanyNeuromorphic ComputingArtificial IntelligenceSemiconductors1 API30.2WasmEdgeCloud-NativeCNCFHigh Performance5 APIs29.8CTERACompanyCloudStorageFile Storage1 API28.6
Emerging 19 Early or largely undocumented
ArmadaaiCompanyAI InfrastructureHardware4 APIs18.5ChinaCache (EdgeNext)CompanyCDNCloud Security1 API17.3ObjectBoxCompanyDatabaseEmbedded DatabaseMobile Database17.0AetheroCompanySpaceSatellite2 APIs14.5K3sCloud-NativeContainer OrchestrationDevOps1 API12.0StriveworksCompanyArtificial IntelligenceMachine LearningMLOps1 API25.6Apache TVMArtificial IntelligenceCompilersDeep Learning2 APIs25.1AndiumCompanyEnergyOil and GasIndustrial IoT1 API24.3GradientCompanyWeb3Artificial IntelligenceMachine Learning1 API24.1GigaIOCompanyComposable InfrastructureArtificial Intelligence20.6FerryCompanyIndustrial AIManufacturingManufacturing Execution System19.5SingtelTelecommunicationsSingaporeMobile Network OperatorNetwork APIs7 APIs18.6Highway9CompanyNetworking5GPrivate Mobile Networks1 API18.2Heex TechnologiesCompanyAutonomous SystemsRoboticsAutonomous Vehicles17.7MetrobloksCompanyData CenterColocationInterconnection15.6Ampere ComputingCompanySemiconductorsProcessorsCloud Infrastructure14.6ArrcusCompanyEnterpriseNetworkingNetwork Operating System14.3AtomBeamCompanyData CompressionIoT12.5UtilidataCompanyEnergyElectric GridUtilities11.5
Minimal 38 Almost no public developer surface
KubeEdgeCloud-NativeGraduatedIoT1 API10.7LF EdgeIoTLinux FoundationOpen Source1 API9.1DayOneCompanyFrontier TechData CenterDigital Infrastructure7.5AlefedgeCompanyPlatformIoT2.2StackPathCompanyCDNWeb Application Firewall0.0Ai FabrikCompanyArtificial IntelligenceInferenceInfrastructure10.8Axiom SpaceCompanyAerospaceSpaceCommercial Spaceflight10.8OpenYurtCloud-NativeCloud-EdgeIncubating1 API10.7BlaizeCompanyArtificial IntelligenceMachine Learning10.6ForterraCompanyTransportationAutonomous VehiclesDefense10.3IceotopeCompanyData CenterLiquid CoolingThermal Management9.6Aptos OrbitalCompanySpaceSatelliteSpacecraft8.9OptoscaleCompanyAquacultureFish FarmingMonitoring8.8Auradine (Velaura AI)CompanySemiconductorsAI InfrastructureLow Power AI Compute7.9Code MetalCompanyArtificial IntelligenceCode Translation7.8xiaoyiCompanyComputer VisionCamera7.7Cron SystemsCompanyLiDAR3D PerceptionComputer Vision7.4VolterraCompanyMulti-CloudDistributed Cloud7.4Theta EdgeCloudDistributed ComputingGPU ComputeAI ComputeInference6.7DataShapesAICompanyDefenseArtificial IntelligenceRF6.5AixinsemiconductortechnologyCompanySemiconductorsArtificial Intelligence5.3KDDITelecommunicationsMobile Network OperatorCarrierJapan5.2VitesseCompanyPhysical AIIndustrial AutomationOperational Technology5.1Axera TechCompanySemiconductorsArtificial Intelligence4.8BsquareCompanyIoTDevice Management4.8AlgorizedCompanyArtificial IntelligenceRobotics4.3LiquidStackCompanyData CenterLiquid CoolingImmersion Cooling4.3AI-Prime (Paidao Intelligence)CompanyIndustrial SafetyComputer VisionArtificial Intelligence3.9CIX TechnologyCompanySemiconductorsCPUArtificial Intelligence3.9Colony Capital (DigitalBridge Group)Fortune 1000Digital InfrastructureData CenterCell Towers3.9EraDriveCompanySpaceAerospaceSatellite3.9General InstinctCompanyArtificial IntelligenceMachine LearningEdge AI3.9Bouffalo LabCompanySemiconductorsRISC-VMicrocontrollers3.8houmoCompanyArtificial IntelligenceSemiconductorsAI Chips3.7ArilincCompanySemiconductorsAI ProcessorsRISC-V3.4AxonCompanyArtificial IntelligenceMachine LearningPredictive Intelligence3.4KubosSatelliteRemote SensingData as a Service3.1Instart LogicCompanyCDNContent DeliveryWeb Performance0.0
Unrated 4 Not yet scored
AerohiveCompanyNetworkingWirelessWi-FiFogHorn Systems (Johnson Controls)CompanyAi AppsEdge AIIndustrial IoTInfiotCompanySASENetworkingSD-WANParstreamCompanyAnalyticsBig DataDatabase

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 →

Strong 1 Solid coverage with minor gaps
Red Hat Edge Management APIAPI for fleet edge management capabilities including device provisioning, image management, update orchestr...60.8
Developing 18 Usable, with meaningful gaps to close
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...53.7ETSI MEC 011 Edge Platform Application Enablement APIThe Mp1 reference point between MEC applications and the MEC platform, standardised in ETSI GS MEC 011. Cov...53.7ETSI MEC 012 Radio Network Information APIThe Radio Network Information Service (RNIS) defined in ETSI GS MEC 012, exposing up-to-date radio network ...53.7ETSI MEC 013 Location APIThe MEC Location Service defined in ETSI GS MEC 013, providing network-derived location of user equipment a...53.7ETSI 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 ...53.7ETSI MEC 015 Traffic Management APIsThe two traffic-management APIs of ETSI GS MEC 015: Bandwidth Management, which lets applications register ...53.7ETSI 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...53.7ETSI MEC 021 Application Mobility Service APIThe Application Mobility Service defined in ETSI GS MEC 021, which coordinates the relocation of a running ...53.7ETSI MEC 028 WLAN Information APIThe WLAN Access Information Service from ETSI GS MEC 028, exposing access-point, station and measurement in...53.7ETSI MEC 029 Fixed Access Information APIThe Fixed Access Information Service from ETSI GS MEC 029, extending MEC information exposure beyond mobile...53.7ETSI MEC 030 V2X Information Services APIThe V2X Information Service defined in ETSI GS MEC 030, providing predicted quality of service, provisionin...53.7ETSI MEC 033 IoT APIThe IoT API from ETSI GS MEC 033, defining how IoT device registration, IoT platform selection and device-t...53.7ETSI MEC 040 MEC Federation Enablement APIThe MEC Federation enablement API from ETSI GS MEC 040, which lets edge systems operated by different provi...53.7ETSI MEC Sandbox / EdgeNative ConnectorA hosted, free interactive environment where developers exercise live ETSI MEC service APIs against emulate...53.7ETSI Operator Platform Open Exposure Gateway APIThe Open Exposure Gateway of the ETSI Operator Platform SDG, implementing the Open Exposure Gateway role de...53.7NSX Autonomous Edge APIREST API for NSX Autonomous Edge providing network virtualization capabilities for edge deployments using a...51.3Itron Distributed Intelligence (DI) PlatformPartner-gated platform for building purpose-built applications that execute on Itron-DI-enabled electric me...40.5Synse Server API (v3)Synse Server exposes a uniform HTTP and WebSocket API for reading from and writing to physical and virtual ...39.8
Thin 6 Limited public surface area
Apache MiNiFiMiNiFi is a lightweight agent for edge data collection that is a subproject of NiFi. MiNiFi C++ (nifi-minif...38.3Upstash Redis REST APIPer-database REST API for executing Redis commands over HTTPS from edge and serverless runtimes. Uses Beare...36.3TensorFlow Lite APILightweight solution for ML inference on mobile and embedded devices, optimized for on-device model execution.35.1Fly.io Machines APIThe Fly.io Machines API is a low-level REST interface for provisioning and managing Fly Machines, which are...34.5HailoRTHailoRT is Hailo's production runtime library for the Hailo-8, Hailo-10 and Hailo-15 device families. It is...32.9PlanetScale Serverless Driver for JavaScriptThe PlanetScale Serverless Driver for JavaScript is a Fetch API-compatible database driver designed for ser...28.3
Emerging 6 Early or largely undocumented
StarlingXStarlingX is an edge cloud computing infrastructure platform optimized for high performance, ultra-low late...19.6Sony Spresense SDKSpresense is Sony's hexa-core Cortex-M4F IoT board powered by the CXD5602 chipset. The Spresense SDK provid...17.4EdgeNext CDN APIREST API for the ChinaCache/EdgeNext CDN and edge platform — manage CDN domains, cache purge and prefetch, ...17.3Bosch IoT Edge AgentBosch IoT Edge Agent is a device enablement solution for edge computing scenarios. The agent runs on edge g...15.2Bosch IoT Edge ServicesBosch IoT Edge Services provide edge infrastructure and management capabilities for distributed edge comput...15.2K3sK3s lightweight Kubernetes distribution with built-in containerd, Flannel networking, and Traefik ingress c...12.0
Minimal 1 Almost no public developer surface
LF Edge APIProgrammatic access to LF Edge project resources, APIs, and edge computing framework tools.9.1

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.

Apache NiFi Bosch Itron OpenInfra Foundation Planetscale Red Hat Sony TensorFlow VMware

Score breakdown

Frequency
57.6
log-scaled weighted occurrences
Breadth
2.4
spread across providers
Quality lift
27.5
mean composite of providers using it
Cohesion
5.3
strength of nearest seed neighbor

Related tags

CDN 11 co-occurrences Device Management 11 co-occurrences Inference 14 co-occurrences Data Center 13 co-occurrences Serverless 12 co-occurrences Industrial IoT 8 co-occurrences IoT 29 co-occurrences Hybrid Cloud 5 co-occurrences

Where this tag comes from

Provider tag110
Api tag32

Cohort brief

Auto-generated

The 100 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
100
of 107 in the catalog
Mean Kin Score
26.9
+4.7 vs catalog 22.2
Mean Agent Readiness
14.2
+2.2 vs catalog 12
Spread
0–80.6
median 22.4 · σ 20.3
How the 100 split by band
Exemplar 5Strong 5Developing 20Thin 16Emerging 19Minimal 35
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 32.1 23.2 +8.9 100
Operational Transparency 18.4 13 +5.4 100
Contract Quality 20.1 17.2 +2.9 100
Discoverability 60.5 57.9 +2.6 100
Contract Governance 8.7 6.5 +2.2 100
Access Clarity 25.9 23.9 +2 100

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) 13% 13% 0
MCP server (first-party) 12% 12% 0
Agent Skills 0% 0% 0
OAuth scopes 10% 11% -1
Security 96% 98% -2
Arazzo workflows 2% 2% 0
Governance rules 21% 16% +5

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 Cloudflare 80.6
  2. 2 Netlify 70.6
  3. 3 Azion 67.7
  4. 4 Synadia Communications 67.6
  5. 5 CloudFront 67.3
  6. 6 Spectro Cloud 65.9
  7. 7 Webscale Networks 62.4
  8. 8 Edgee 58.4
  9. 9 Amazon IoT Greengrass 57.7
  10. 10 Amazon Outposts 54.8
Top by Agent Readiness
  1. 1 Cloudflare 69.6
  2. 2 Netlify 58.8
  3. 3 Turso 47.2
  4. 4 ETSI 45.1
  5. 5 Upstash 41.8
  6. 6 Akamai 40.8
  7. 7 Weidmüller 36.2
  8. 8 Amazon IoT Greengrass 35.8
  9. 9 Scale Computing 35.5
  10. 10 Edgee 33.4
All 107 members of this roster resolve to a provider in the catalog; 100 carry a score (93%). The figures above describe the scored members only.
Coverage caveat. 86 of 100 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 24 October 2026, across 31984 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.

MCP server

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

https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • 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 →

Call it yourself

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As a scored cohort 
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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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