emerging · 0.0 marketcapability domainschema

Edge Computing

Score 22.2 / 100 100 providers +10 via APIs 35 APIs Search apis.io →

Providers using this tag (100)

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

Exemplar 1 Complete, well-documented, and agent-ready
NetlifyCDNCloudContinuous DeploymentDeveloper Tools2 APIs67.3
Strong 10 Solid coverage with minor gaps
Synadia CommunicationsCompanyMessagingEvent StreamingNATS2 APIs65.9CloudFrontAliasCDNCachingContent Delivery1 API65.7CloudflareAI GatewayAPI GatewayArtificial IntelligenceCDN24 APIs65.1CumulocityIoTInternet of ThingsIndustrial IoTAIoT17 APIs64.4Webscale NetworksE-CommerceCloud HostingContent Delivery NetworkApplication Delivery1 API61.4EdgeeCompanyArtificial IntelligenceLLMAI Gateway1 API58.1Spectro CloudCompanyInfrastructureKubernetesCloud-Native2 APIs57.2ETSITelecommunicationsFranceStandardsStandards Body24 APIs56.8AT&T5GBroadbandCAMARAConnectivity3 APIs56.4Amazon IoT GreengrassIoTLambdaMachine-Learning1 API54.5
Developing 21 Usable, with meaningful gaps to close
Amazon OutpostsHybrid CloudInfrastructureOn-Premises1 API53.8TTTechCompanyIndustrial IoTDevice Management2 APIs52.2GameyeCompanyGame Server HostingGame Server OrchestrationMultiplayer1 API51.7Amazon Snow FamilyData MigrationOffline TransferPhysical Appliance1 API51.1TursoDatabaseSQLiteDeveloper Tools1 API49.4ScalarrCompanyCybersecurityRuntime SecurityAI Agent Security2 APIs49.2AkamaiCDNCloudNetworks12 APIs47.0EsperDevice ManagementMobile Device ManagementAndroidDevOps1 API47.0Cloudflare D1DatabaseSQLiteServerless1 API46.2CriblConfigurationData LakeData PipelineData Routing6 APIs46.2DittoDeveloper ToolsDatabaseSynchronizationPeer-to-Peer2 APIs45.9Google Distributed CloudDistributed InfrastructureHardwareHybrid Cloud1 API45.0NinetailedPersonalizationExperimentationA/B TestingAudience Segmentation1 API44.6MacrometaCompanyInfrastructureDatabase8 APIs43.2Cloudflare KVKey-Value StoreCloudflare WorkersDistributed Storage1 API42.9SpiderOakCompanySecurityZero TrustEncryption1 API42.0FermyonComputeFunctionsWebAssemblyServerless2 APIs41.7Litmus AutomationCompanyManufacturingIndustrial IoT3 APIs41.2ExpansoCompanyDistributed ComputingCompute Orchestration1 API41.1PassiveLogicCompanyDigital TwinBuilding AutomationHVAC2 APIs40.8Vapor IOCompanyData CentersColocation2 APIs39.3
Thin 14 Limited public surface area
QwiltCompanyMediaCDNContent Delivery Network3 APIs39.1ZededaCompanyEdge IntelligenceIoT10 APIs38.8LocalAIArtificial IntelligenceMachine-LearningLarge Language ModelsInference2 APIs38.4QuantCDNCDNEdgeStatic HostingJAMstack1 API38.4Scale ComputingHyperconverged InfrastructureVirtualizationInfrastructure Management4 APIs36.4EdgegapGame ServersOrchestrationMatchmaking1 API35.4HailoArtificial IntelligenceMachine-LearningSemiconductors2 APIs33.1AkriDevice ManagementIoTKubernetes1 API32.8WasmEdgeCloud-NativeCNCFHigh Performance5 APIs32.2UpstashServerlessRedisKafkaMessaging1 API31.8ArmadaCompanyGPU CloudInfrastructure1 API31.3CTERACompanyCloudStorageFile Storage1 API27.5AndiumCompanyEnergyOil and GasIndustrial IoT1 API27.1StriveworksCompanyArtificial IntelligenceMachine-LearningMLOps1 API27.0
Emerging 22 Early or largely undocumented
Apache TVMArtificial IntelligenceCompilerDeep Learning2 APIs25.6GradientCompanyCrypto Web3Artificial IntelligenceMachine-Learning1 API24.3SingtelTelecommunicationsSingaporeMobile Network OperatorNetwork APIs7 APIs19.8FerryCompanyIndustrial AIManufacturingManufacturing Execution System19.1Highway9CompanyNetworking5GPrivate Mobile Networks1 API18.7GigaIOCompanyComposable InfrastructureArtificial Intelligence17.9ChinaCache (EdgeNext)CompanyCDNContent Delivery Network1 API17.8ObjectBoxCompanyDatabaseEmbedded DatabaseMobile Database17.4Heex TechnologiesCompanyAutonomous SystemsRoboticsAutonomous Vehicles16.7AetheroCompanySpaceSatellites2 APIs16.1Ampere ComputingCompanySemiconductorsProcessorsCloud Infrastructure14.8ArrcusCompanyEnterpriseNetworkingNetwork Operating System14.8K3sCloud-NativeContainer OrchestrationDevOps1 API14.7MetrobloksCompanyData CentersColocationInterconnection14.4KubeEdgeCloud-NativeGraduatedIoT1 API13.9OpenYurtCloud-NativeCloud-EdgeIncubating1 API13.9AtomBeamCompanyData CompressionInternet of Things13.0UtilidataCompanyEnergyElectric GridUtilities12.5Highway 9 NetworksCompany5GPrivate Mobile NetworksEnterprise Wireless1 API12.3LF EdgeIoTLinux FoundationOpen-Source1 API12.3Ai FabrikCompanyArtificial IntelligenceInferenceInfrastructure11.4Axiom SpaceCompanyAerospaceSpaceCommercial Spaceflight11.4
Minimal 31 Almost no public developer surface
ForterraCompanyTransportationAutonomous VehiclesDefense10.6Aptos OrbitalCompanySpaceSatelliteSpacecraft10.2BlaizeCompanyArtificial IntelligenceMachine-Learning10.2IceotopeCompanyData CentersLiquid CoolingThermal Management10.0OptoscaleCompanyAquacultureFish FarmingMonitoring9.8Code MetalCompanyArtificial IntelligenceCode Translation8.9VolterraCompanyMulti-CloudDistributed Cloud8.9Theta EdgeCloudDistributed ComputingGPU ComputeAI ComputeAI Inference8.8xiaoyiCompanyComputer-VisionCamera8.8Cron SystemsCompanyLiDAR3D PerceptionComputer-Vision8.5DayOneCompanyFrontier TechData CentersDigital Infrastructure8.5Auradine (Velaura AI)CompanySemiconductorsAI InfrastructureLow Power AI Compute7.9StackPathCompanyContent Delivery NetworkWeb Application Firewall7.5VitesseCompanyPhysical AIIndustrial AutomationOperational Technology6.7AerohiveCompanyNetworkingWirelessWi-Fi6.4Axera TechCompanySemiconductorsArtificial Intelligence6.4AI-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 Intelligence5.0BsquareCompanyIoTDevice Management5.0EraDriveCompanySpaceAerospaceSatellite5.0FogHorn Systems (Johnson Controls)CompanyAi AppsEdge AIIndustrial IoT5.0General InstinctCompanyArtificial IntelligenceMachine-LearningEdge AI5.0InfiotCompanySASENetworkingSD-WAN5.0ParstreamCompanyAnalyticsBig DataDatabase5.0KDDITelecommunicationsMobile Network OperatorCarrierJapan4.4LiquidStackCompanyData CentersLiquid CoolingImmersion Cooling4.0
Unrated 1 Not yet scored
Instart LogicCompanyCDNContent DeliveryWeb Performance

APIs with this tag (34)

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 18 Solid coverage with minor gaps
Webscale APIsThe Webscale v2 control-plane REST API. 151 operations across 25 resource collections — applications and we...61.4Red Hat Edge Management APIAPI for fleet edge management capabilities including device provisioning, image management, update orchestr...57.5ETSI MEC 010-2 Application Package and Lifecycle Management APIsETSI GS MEC 010-2 Part 2 application package management, application lifecycle management and application g...56.8ETSI MEC 011 Edge Platform Application Enablement APIThe Mp1 reference point between MEC applications and the MEC platform, standardised in ETSI GS MEC 011. Cov...56.8ETSI MEC 012 Radio Network Information APIThe Radio Network Information Service (RNIS) defined in ETSI GS MEC 012, exposing up-to-date radio network ...56.8ETSI MEC 013 Location APIThe MEC Location Service defined in ETSI GS MEC 013, providing network-derived location of user equipment a...56.8ETSI 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 ...56.8ETSI MEC 015 Traffic Management APIsThe two traffic-management APIs of ETSI GS MEC 015: Bandwidth Management, which lets applications register ...56.8ETSI 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...56.8ETSI MEC 021 Application Mobility Service APIThe Application Mobility Service defined in ETSI GS MEC 021, which coordinates the relocation of a running ...56.8ETSI MEC 028 WLAN Information APIThe WLAN Access Information Service from ETSI GS MEC 028, exposing access-point, station and measurement in...56.8ETSI MEC 029 Fixed Access Information APIThe Fixed Access Information Service from ETSI GS MEC 029, extending MEC information exposure beyond mobile...56.8ETSI MEC 030 V2X Information Services APIThe V2X Information Service defined in ETSI GS MEC 030, providing predicted quality of service, provisionin...56.8ETSI MEC 033 IoT APIThe IoT API from ETSI GS MEC 033, defining how IoT device registration, IoT platform selection and device-t...56.8ETSI MEC 040 MEC Federation Enablement APIThe MEC Federation enablement API from ETSI GS MEC 040, which lets edge systems operated by different provi...56.8ETSI MEC Sandbox / EdgeNative ConnectorA hosted, free interactive environment where developers exercise live ETSI MEC service APIs against emulate...56.8ETSI Operator Platform Open Exposure Gateway APIThe Open Exposure Gateway of the ETSI Operator Platform SDG, implementing the Open Exposure Gateway role de...56.8NSX Autonomous Edge APIREST API for NSX Autonomous Edge providing network virtualization capabilities for edge deployments using a...54.3
Developing 5 Usable, with meaningful gaps to close
Nerve Management System APIREST API of the Nerve Management System, the cloud-hosted control plane for Nerve edge nodes. Covers authen...52.2Nerve Node APIREST API served by the Nerve Local UI on each Nerve edge node. Covers node initialization and license activ...52.2Itron Distributed Intelligence (DI) PlatformPartner-gated platform for building purpose-built applications that execute on Itron-DI-enabled electric me...52.0Apache MiNiFiMiNiFi is a lightweight agent for edge data collection that is a subproject of NiFi. MiNiFi C++ (nifi-minif...40.3Synse Server API (v3)Synse Server exposes a uniform HTTP and WebSocket API for reading from and writing to physical and virtual ...39.3
Thin 4 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...34.7Upstash Redis REST APIPer-database REST API for executing Redis commands over HTTPS from edge and serverless runtimes. Uses Beare...31.8PlanetScale Serverless Driver for JavaScriptThe PlanetScale Serverless Driver for JavaScript is a Fetch API-compatible database driver designed for ser...31.2
Emerging 7 Early or largely undocumented
StarlingXStarlingX is an edge cloud computing infrastructure platform optimized for high performance, ultra-low late...23.8Sony Spresense SDKSpresense is Sony's hexa-core Cortex-M4F IoT board powered by the CXD5602 chipset. The Spresense SDK provid...18.8EdgeNext CDN APIREST API for the ChinaCache/EdgeNext CDN and edge platform — manage CDN domains, cache purge and prefetch, ...17.8K3sK3s lightweight Kubernetes distribution with built-in containerd, Flannel networking, and Traefik ingress c...14.7Bosch IoT Edge AgentBosch IoT Edge Agent is a device enablement solution for edge computing scenarios. The agent runs on edge g...13.3Bosch IoT Edge ServicesBosch IoT Edge Services provide edge infrastructure and management capabilities for distributed edge comput...13.3LF Edge APIProgrammatic access to LF Edge project resources, APIs, and edge computing framework tools.12.3

Companies reaching this through an API (10)

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 Fly Io Itron OpenInfra Foundation Planetscale Red Hat Sony TensorFlow VMware

Score breakdown

Frequency
58.0
log-scaled weighted occurrences
Breadth
2.8
spread across providers
Quality lift
30.6
mean composite of providers using it
Cohesion
5.7
strength of nearest seed neighbor

Related tags

Device Management 13 co-occurrences CDN 9 co-occurrences Data Centers 9 co-occurrences IoT 26 co-occurrences AI Inference 6 co-occurrences Industrial IoT 8 co-occurrences Hybrid Cloud 5 co-occurrences Serverless 10 co-occurrences

Where this tag comes from

Provider tag100
Api tag35

Cohort brief

Auto-generated

The 94 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
94
all scored
Mean Kin Score
28.1
+4.2 vs catalog 23.9
Mean Agent Readiness
14.4
+2.4 vs catalog 12
Spread
4–67.3
median 25 · σ 19.3
How the 94 split by band
Exemplar 1Strong 10Developing 21Thin 14Emerging 22Minimal 26
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 33.2 23.4 +9.8 94
Operational Transparency 18.3 14 +4.3 94
Contract Quality 22.3 19.8 +2.5 94
Access Clarity 28.7 26.5 +2.2 94
Contract Governance 8.2 6.4 +1.8 94
Discoverability 62.9 61.2 +1.7 94

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) 12% 10% +2
MCP server (first-party) 15% 13% +2
Agent Skills 0% 0% 0
OAuth scopes 9% 11% -2
Security 99% 97% +2
Arazzo workflows 2% 2% 0
Governance rules 18% 14% +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. 1 Netlify 67.3
  2. 2 Synadia Communications 65.9
  3. 3 CloudFront 65.7
  4. 4 Cloudflare 65.1
  5. 5 Cumulocity 64.4
  6. 6 Webscale Networks 61.4
  7. 7 Edgee 58.1
  8. 8 Spectro Cloud 57.2
  9. 9 ETSI 56.8
  10. 10 AT&T 56.4
Top by Agent Readiness
  1. 1 Netlify 62.2
  2. 2 Cloudflare 49.6
  3. 3 ETSI 46.2
  4. 4 Akamai 43.1
  5. 5 AT&T 37.3
  6. 6 PassiveLogic 37.2
  7. 7 Amazon IoT Greengrass 36.3
  8. 8 Scale Computing 35.4
  9. 9 Synadia Communications 34.2
  10. 10 Turso 33.5
All 100 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/edge-computing"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/edge-computing"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/edge-computing/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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.