canonical · 1.3 capabilitymarket resourcedomainschema

Amazon Web Services

Score 32.1 / 100 244 providers +22 via APIs 45 APIs Search apis.io →
Variants seen in the corpus: AWSAmazon Web Services

Providers using this tag (244)

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

Exemplar 38 Complete, well-documented, and agent-ready
Amazon SESEmailEmail DeliverabilityEmail Service2 APIs80.6Amazon LightsailCloudComputeVirtual Private ServerHosting3 APIs75.4Amazon VPNNetworkingSecurityVPN1 API74.9CloudFrontCDNCachingContent Delivery1 API74.8Amazon KMSCryptographyData ProtectionEncryption1 API70.2Amazon CloudFormationCloudFormationInfrastructure as CodeDevOps1 API69.1Amazon EFSEFSElastic File SystemFile Storage1 API68.0Amazon CognitoAuthenticationIdentityOAuth2 APIs67.7Amazon CloudTrailCloudTrailAuditCompliance1 API67.3Amazon Cloud9Cloud9IDEDevelopment4 APIs66.6Amazon Clean RoomsCleanroomData CollaborationPrivacy17 APIs84.4Amazon PinpointCampaignsCommunicationsEmail2 APIs83.3Amazon DynamoDBDatabaseDocument StoreKey-Value Store1 API80.9Amazon LexArtificial IntelligenceConversational AIChatbotsNatural Language Processing4 APIs79.9Amazon CodeGuru ProfilerAmazonApplication PerformanceProfiling1 API77.3Amazon API GatewayAPI GatewayCloudREST13 APIs76.0Amazon FreeRTOSEmbedded SystemsIoTMicrocontrollers1 API72.4Amazon Security LakeData LakeSecuritySIEM5 APIs72.4Amazon ConnectChatContact CenterCustomer Service60 APIs72.0Amazon RekognitionCelebrity RecognitionComputer VisionContent Moderation19 APIs71.9Amazon S3ArchivesBackupCloud Storage2 APIs71.2Amazon SageMakerArtificial IntelligenceInferenceMachine Learning1 API71.2Amazon CloudWatchCloudWatchMonitoringObservability2 APIs71.0Amazon Secrets ManagerConfigurationCredentialsRotation1 API70.3Amazon CloudSearchCloudSearchSearchFull-Text Search1 API69.1Amazon KendraArtificial IntelligenceEnterprise SearchKnowledge Management1 API68.6Amazon NeptuneDatabaseGraph DatabaseGremlin9 APIs68.5Amazon PollyArtificial IntelligenceMachine LearningSpeech Synthesis2 APIs68.5Amazon QArtificial IntelligenceAssistantEnterprise1 API68.4Amazon QuickSightAnalyticsBusiness IntelligenceDashboards1 API68.0Amazon GameLiftCloud ComputingGame ServersGaming1 API67.9Amazon RDSCloud DatabasesDatabase ServiceDatabase-as-a-Service1 API67.3Amazon Location ServiceGeocodingGeofencingLocation1 API67.1Amazon EventBridgeEvent BusEvent-DrivenEvent1 API66.9Amazon ElastiCacheCachingDatabaseElastiCache1 API66.8Amazon DocumentDBDatabaseDocument DatabaseDocumentDB1 API66.6Amazon EventBridge PipesEvent-DrivenIntegrationMessaging1 API66.5Amazon EventBridge SchedulerCronEvent-DrivenScheduling1 API66.5
Strong 114 Solid coverage with minor gaps
Amazon Certificate ManagerCertificatesEncryptionSecurity1 API66.3Amazon ConfigAuditingComplianceConfiguration Management1 API66.3Amazon IoT SiteWiseAsset ManagementIndustrial IoTIoT1 API66.1Amazon Glue DataBrewData AnalyticsData PreparationETL1 API66.0Amazon HealthOmicsBioinformaticsGenomicsHealthcare1 API65.4Amazon VPCNetworkingPrivate CloudSecurity1 API65.4Amazon Compute OptimizerCost OptimizationFinOpsMachine Learning1 API64.5Amazon GuardDutyAnomaly DetectionComplianceMachine Learning1 API64.5Amazon Fault Injection SimulatorChaos EngineeringDevOpsResilience Testing8 APIs64.3Amazon DataSyncData TransferMigrationStorage1 API64.2CloudChiprMicrosoft AzureCloud Cost ManagementCost Optimization1 API64.0Amazon Direct ConnectDedicated ConnectionDirect ConnectHybrid Cloud1 API63.7Amazon OpenSearch Service APIAnalyticsElasticsearchSearch1 API63.6Amazon IoT TwinMaker3D VisualizationDigital TwinIndustrial IoT1 API63.5Amazon MediaConnectBroadcastingLive StreamingMedia1 API63.5Amazon MediaConvertBroadcastingMedia ProcessingMedia1 API63.3AWS CloudWatchAlarmsDashboardsLogs1 API63.1Amazon Private CACertificate AuthorityCertificatesPKI1 API62.9Amazon AmplifyFrontendFull-StackHosting1 API62.8Amazon Firewall ManagerComplianceFirewallNetwork Security1 API62.8Amazon Mainframe ModernizationCOBOLMainframeMigration1 API62.5Amazon CodeDeployAmazonDeploymentDevOps2 APIs62.4Amazon MediaLiveBroadcastingMedia ProcessingMedia1 API62.3Amazon Device FarmApplication TestingDevice TestingMobile Testing1 API62.0Amazon IoT FleetWiseAutomotiveConnected VehiclesIoT1 API62.0Amazon Kinesis Video StreamsIoTMachine LearningMedia1 API61.9Amazon Network FirewallFirewallIntrusion DetectionNetwork Security1 API61.9Amazon IoT CoreDevice ManagementIoTMQTT2 APIs61.8Amazon Well-Architected ToolArchitectureBest PracticesCloud Governance1 API61.7AWS App RunnerCI/CDContainersDeployment16 APIs61.6Amazon IoT Device ManagementDevice ManagementFleet ManagementIoT1 API61.5Amazon KeyspacesCassandraDatabaseManaged Database1 API61.4Amazon InspectorComplianceContainer SecurityEC22 APIs61.3Amazon MediaPackageBroadcastingMedia ProcessingMedia1 API61.3Amazon IoT Device DefenderComplianceIoTSecurity1 API61.0Amazon MediaTailorBroadcastingMedia ProcessingMedia1 API61.0Amazon CodePipelineAmazonCI/CDContinuous Delivery2 APIs60.6Amazon Snow FamilyData MigrationEdge ComputingOffline Transfer1 API60.5Amazon Web ServicesAmazonCloudNetworks377 APIs60.5Amazon Health DashboardHealth MonitoringNotificationService Status1 API60.4Amazon Storage GatewayBackupFile StorageGateways2 APIs60.4Amazon Data ExchangeData ExchangeData MarketplaceThird-Party Data1 API60.2Amazon ProtonDevOpsInfrastructure as CodePlatform Engineering1 API60.1Amazon HealthImagingHealthcareHIPAAMachine Learning1 API60.0Amazon Payment CryptographyCryptographyFinancial ServicesPayment Processing1 API60.0Amazon ShieldDDoS ProtectionNetworkingSecurity1 API59.9Amazon X-RayApplication PerformanceDebuggingDeveloper Tools2 APIs59.6Amazon Incident ManagerAutomationDevOpsIncident Management1 API59.5Amazon Lake FormationAccess ControlAnalyticsData Governance1 API59.5Amazon IoT GreengrassEdge ComputingIoTLambda1 API59.3Amazon IAMIdentity and Access ManagementAuthenticationAuthorization1 API59.0Amazon Service CatalogCloud GovernanceComplianceIT Governance12 APIs58.7Amazon EC2 Image BuilderAutomationContainer ImagesEC21 API58.6Amazon Deadline CloudComputeMediaRendering1 API58.2Amazon CloudHSMCloudHSMSecurityCryptography6 APIs58.0Amazon Systems ManagerAutomationManagement1 API57.6Amazon Ground StationData ProcessingIoTSatellite Communications1 API57.0AWS HealthLakeHealthcareFHIRHealth DataClinical Data1 API56.9AWS Step FunctionsiPaaSOrchestrationServerless10 APIs56.9Amazon IAM Identity CenterAccess ControlAuthenticationIdentity and Access Management2 APIs56.7Amazon Serverless Application RepositoryApplication RepositoryLambdaSAM5 APIs56.5Amazon License ManagerComplianceCost ManagementLicense Management1 API56.1Amazon OrganizationsAccount ManagementConsolidated BillingGovernance1 API56.1Amazon AppFlowConnectorsDataflowsData Integration3 APIs55.1AWS WAFSecurityWeb Application FirewallDDoS ProtectionBot Management4 APIs55.1AWS App MeshDeprecatedEnvoyMicroservices1 API55.0AWS GlueDataData CatalogETL203 APIs54.5Amazon OutpostsEdge ComputingHybrid CloudInfrastructure1 API54.3Amazon Elastic Load BalancingHigh AvailabilityLoad BalancingNetworking1 API66.3Amazon TranscribeAudio ProcessingMachine LearningSpeech Recognition1 API66.0Amazon Cloud WANCloud WANNetworkingWide Area Network18 APIs65.8Amazon ECRContainer ImagesContainer RegistryContainers1 API65.8Amazon TranslateLanguage ProcessingLocalizationMachine Translation1 API65.5Amazon DataZoneData CatalogData GovernanceData Management1 API65.4Amazon EC2 Auto ScalingAuto-ScalingComputeEC21 API65.3Amazon WorkSpaces WebEnd User ComputingSecure BrowserVirtual Desktop1 API64.7Amazon MSKStreamingKafkaApache Kafka2 APIs64.4Amazon ForecastForecastingMachine LearningPredictive Analytics1 API64.0Amazon Entity ResolutionData IntegrationData MatchingEntity Resolution1 API63.9Amazon Fraud DetectorFinancial ServicesFraud PreventionMachine Learning1 API63.9Amazon ECSAmazonContainersDocker1 API63.0Amazon Cloud MapCloud MapService DiscoveryMicroservices5 APIs62.8Amazon EMRAnalyticsApache SparkBig Data1 API62.5Amazon Managed BlockchainBlockchainDistributed LedgerHyperledger Fabric1 API62.3Amazon Managed Service for PrometheusContainersMonitoringObservability1 API62.2Amazon Managed Service for Apache FlinkApache FlinkBig DataReal-Time Processing1 API62.1Amazon EBSBlock StorageEBSEC21 API61.9Amazon EC2Cloud ComputingComputeInfrastructure-as-a-Service1 API61.8Amazon NovaFoundation ModelsGenerative AIImage Generation1 API61.8Amazon Kinesis Data FirehoseAnalyticsData DeliveryStreaming1 API61.7Amazon PersonalizeArtificial IntelligenceCustomer ExperienceMachine Learning1 API61.6Amazon S3 GlacierArchivesBackupStorage1 API61.1Amazon DevOps GuruAnomaly DetectionDevOpsMachine Learning1 API60.9Amazon MacieData SecuritySensitive DataPrivacy2 APIs60.8Amazon Interactive Video ServiceLive StreamingMediaVideo1 API60.6Amazon Managed GrafanaDashboardsMonitoringObservability1 API60.5Amazon ComprehendMachine LearningNatural Language ProcessingText Analysis1 API60.3Amazon Simple Workflow ServiceAutomationTask CoordinationWorkflows1 API59.9Amazon SimpleDBCloud StorageData StorageDatabase1 API59.8Amazon SQSCloudDistributed SystemsMessaging1 API59.8Amazon Transit GatewayCloud NetworkingNetwork HubNetworking1 API59.8Amazon Route 53 ResolverDNSHybrid CloudNetworking1 API59.6Amazon Lookout for EquipmentEquipment MonitoringIndustrial IoTMachine Learning1 API59.5Amazon Global AcceleratorAvailabilityCDNGlobal1 API59.4Amazon WorkMailBusiness CommunicationCalendarEmail1 API59.3Amazon BraketQuantum ComputingQuantum HardwareHybrid Quantum-ClassicalQPU1 API58.4Amazon MemoryDBDatabaseRedisIn-Memory1 API57.4Amazon Route 53DNSDomain RegistrationHealth Checks1 API56.9Amazon CodeArtifactAmazonArtifact RepositoryPackage Management1 API56.6Amazon DetectiveForensicsInvestigationsSecurity7 APIs56.1Amazon TimestreamDatabaseIoTTime Series1 API55.7Amazon SNSEmailMessagingNotification1 API55.5Amazon FargateComputeContainersECS6 APIs55.4Amazon WorkSpacesDesktopEnd User ComputingVirtual Desktop1 API55.2
Developing 43 Usable, with meaningful gaps to close
Amazon IAM Access AnalyzerAccess ControlComplianceIdentity and Access Management1 API54.1Amazon App StudioGenerative AIInternal ToolsLow-Code1 API53.5Amazon Directory ServiceActive DirectoryAuthenticationDirectory Services1 API53.4Amazon DMSData ReplicationDatabaseDatabase Migration2 APIs53.2Amazon Data Lifecycle ManagerBackupEBS SnapshotsLifecycle Management1 API53.1AlphausCompanyFinOpsCloud Cost ManagementCloud1 API53.0Amazon Migration HubMigrationCloud MigrationCloud1 API52.9Amazon Data PipelineData ProcessingETLWorkflows1 API52.7Amazon EKSContainer OrchestrationContainersEKS1 API52.6Amazon Transfer FamilyFile TransferFTPSFTP71 APIs52.3Amazon B2B Data InterchangeEDIB2BData InterchangeSupply Chain1 API52.1Amazon Verified AccessIdentity and Access ManagementSecurityZero Trust26 APIs51.7Amazon Supply ChainERP IntegrationLogisticsMachine Learning8 APIs51.5Amazon Trusted AdvisorBest PracticesCloud OptimizationSecurity16 APIs51.5Amazon BedrockArtificial IntelligenceFoundation ModelsGenerative AI2 APIs51.4Amazon DeepRacerAutonomous VehiclesMachine LearningReinforcement Learning1 API51.4Amazon Launch WizardDeploymentEnterprise ApplicationsSAP1 API51.3Amazon PrivateLinkNetworkingPrivate ConnectivitySecurity4 APIs51.3Amazon Resource ExplorerDiscoveryInventoryResource Management1 API51.0Amazon Parallel Computing ServiceHigh Performance ComputingHPCParallel Computing19 APIs50.7AWS CodeBuildBuildsCI/CDContinuous Integration48 APIs50.5AWS X-RayDebuggingDeveloper ToolsDistributed Tracing1 API50.3Amazon SignerCode SigningIoTLambda1 API50.0AWS KinesisAnalyticsApache FlinkBig Data4 APIs49.3Amazon Control TowerComplianceGovernanceLanding Zone4 APIs48.6Amazon CodeGuru ReviewerAmazonCode ReviewSecurity1 API47.8EonCompanyCloud BackupData ProtectionDisaster Recovery1 API47.2Amazon Resilience HubDisaster RecoveryHigh AvailabilityResilience7 APIs47.0Amazon Billing And Cost ManagementBillingCost ManagementCost ExplorerBudgets2 APIs46.9AWS Elastic BeanstalkPlatform-as-a-ServiceApplication DeploymentAuto-ScalingCloud5 APIs43.6Amazon CodeCommitCompanyVersion ControlCloud11 APIs42.2MontyCloudCloudCloud OperationsManaged Service Providers2 APIs41.4wraps-devEmailSESInfrastructure1 API39.6Amazon FSxFilesystemLustreNetApp1 API53.4LocalStackCompanyDeveloper ToolsCloud1 API53.2Amazon TextractDocument ProcessingMachine LearningOCR1 API52.7Amazon Verified PermissionsAuthorizationPermissionsSecurity34 APIs52.3Amazon VPC LatticeMicroservicesService MeshService Networking73 APIs52.3ArcheraCompanyDeveloper ToolsFinOpsCloud Cost Management1 API51.7Amazon MonitronIndustrial IoTPredictive MaintenanceMonitoring3 APIs51.4Amazon CodeCatalystAmazonDeveloper ToolsCI/CD1 API50.4Amazon MQMessage QueueMessagingMessage Broker2 APIs49.2Spot by NetAppCloud OptimizationFinOpsKubernetes1 API40.7
Thin 19 Limited public surface area
Emerging 11 Early or largely undocumented
Minimal 17 Almost no public developer surface
Unrated 2 Not yet scored

APIs with this tag (44)

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 9 Complete, well-documented, and agent-ready
Strong 6 Solid coverage with minor gaps
Developing 7 Usable, with meaningful gaps to close
Thin 18 Limited public surface area
NetApp Cloud Volumes Service APIAPI for managing NetApp Cloud Volumes Service in major cloud providers.38.4AI AWS Guardrails PluginIntegrates Amazon Bedrock Guardrails for safety enforcement on traffic passing through Kong AI Gateway.37.0Amazon CloudShell APIAPI for creating and managing CloudShell environments — browser-based terminal sessions for AWS resource ma...36.8Anthos Multicloud APIThe Anthos Multicloud API provides programmatic access to manage Anthos clusters running on other public cl...36.8AWS Security Hub CSPM APIREST API for managing security standards, controls, findings, insights, automation rules, and member accoun...36.3AWS Batch APIREST API for managing AWS Batch compute environments, job queues, job definitions, scheduling policies, con...35.9Cloud Custodian AWS ProviderThe Cloud Custodian AWS provider enables policy-as-code management of Amazon Web Services resources includi...35.3Veeam Backup for AWS REST APIREST API for Veeam Backup for AWS, enabling management of backup and recovery operations for AWS EC2 instan...35.2AWS Backup APIREST API for centrally configuring and managing AWS Backup including backup plans, backup selections, backu...34.2Clumio REST APIRegional REST API for the Clumio backup-as-a-service platform. Manage AWS and GCP connections, backup polic...32.9Anodot Cloud Cost Management APIThe Anodot Cloud Cost Management API provides programmatic access to cloud cost data, anomaly detection for...32.5Amazon Relational Database ServiceRDS backs the platform databases. The archived contract at openapi/aws-rds-openapi-original.yml does not pa...32.0Amazon Simple Storage ServiceS3 holds the platform buckets, including the paper and index artifacts. The archived contract at openapi/aw...32.0AWS VPN APIAWS Site-to-Site VPN and AWS Client VPN provide managed VPN solutions on AWS infrastructure. Managed via th...31.8Physical Capability Cloud .aws APIThe .aws API from Physical Capability Cloud — 1 operation(s) for .aws.31.7HashiCorp Vault AWS APIAWS dynamic credentials secrets engine31.0AWS EventBridgeAWS serverless event router. "EventBridge is a serverless service that uses events to connect application c...29.3SoftwareOne Cloud Spend Optimization APIAPIs for tracking and optimizing cloud spend across AWS, Azure, and Google Cloud environments. Provides usa...26.2
Emerging 4 Early or largely undocumented

Companies reaching this through an API (22)

These companies publish an API, specification or operation carrying “Amazon Web Services” 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.

Anodot Anomaly Detection APIs.io Engineering Platform Bloomberg Platform Cartography Cloud Custodian Cloudability CommsHarbor Datadog Druva Events Google Anthos HashiCorp Vault Kong AI Gateway NetApp Nutanix Physical Capability Cloud Red Hat OpenShift SoftwareOne Vertice VMware VPN

Score breakdown

Frequency
63.5
log-scaled weighted occurrences
Breadth
3.6
spread across providers
Quality lift
62.8
mean composite of providers using it
Cohesion
18.7
strength of nearest seed neighbor

Related tags

Tags 96 co-occurrences Microsoft Azure 25 co-occurrences GCP 15 co-occurrences Serverless 22 co-occurrences FinOps 18 co-occurrences Cost Optimization 14 co-occurrences Hybrid Cloud 13 co-occurrences DevOps 27 co-occurrences

Where this tag comes from

Provider tag244
Api tag45
Openapi tag3
Openapi op tag21

Cohort brief

Auto-generated

The 236 providers in the APIs.io catalog tagged Amazon Web Services, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
236
of 244 in the catalog
Mean Kin Score
53.2
+30.4 vs catalog 22.8
Mean Agent Readiness
28
+14.7 vs catalog 13.3
Spread
0–84.4
median 59.6 · σ 18.7
How the 236 split by band
Exemplar 38Strong 114Developing 42Thin 18Emerging 8Minimal 16
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 66.5 25 +41.5 236
Contract Quality 55.9 18.2 +37.7 236
Developer Ergonomics 51.4 22.1 +29.3 236
Operational Transparency 32.4 12.4 +20 236
Contract Governance 24.4 9.4 +15 236
Discoverability 63.6 57.9 +5.7 236

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) 11% 16% -5
MCP server (first-party) 11% 14% -3
Agent Skills 0% 0% 0
OAuth scopes 1% 13% -12
Security 99% 98% +1
Arazzo workflows 22% 2% +20
Governance rules 95% 35% +60

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 Amazon Clean Rooms 84.4
  2. 2 Amazon Pinpoint 83.3
  3. 3 Amazon DynamoDB 80.9
  4. 4 Amazon SES 80.6
  5. 5 Amazon Lex 79.9
  6. 6 Amazon CodeGuru Profiler 77.3
  7. 7 Amazon API Gateway 76
  8. 8 Amazon Lightsail 75.4
  9. 9 Amazon VPN 74.9
  10. 10 CloudFront 74.8
Top by Agent Readiness
  1. 1 CloudChipr 51.7
  2. 2 Amazon Nova 50.5
  3. 3 Archera 50.5
  4. 4 Amazon EC2 Image Builder 42.9
  5. 5 Amazon DynamoDB 41.9
  6. 6 Amazon Outposts 41
  7. 7 Amazon Web Services 40.8
  8. 8 Amazon CodeGuru Profiler 40.3
  9. 9 Amazon Rekognition 39.9
  10. 10 Amnic 39.8
All 244 members of this roster resolve to a provider in the catalog; 236 carry a score (97%). The figures above describe the scored members only.Generated from the catalog build of 7 November 2026, across 38912 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

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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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curl "https://apis.io/api/v1/tags/amazon-web-services"
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As a scored cohort (paid plan)
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