emerging · -0.1 marketcapability domainschema

AWS

Score 23.5 / 100 51 providers 52 APIs Search apis.io →
Variants seen in the corpus: AWSAws

Providers using this tag (51)

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

Strong 6 Solid coverage with minor gaps
Amazon API GatewayAPI GatewayCloudRESTHTTP13 APIs65.8Logz.ioObservabilityLoggingMetricsTracing19 APIs65.2Amazon SageMakerArtificial IntelligenceInferenceMachine-LearningMLOps9 APIs65.0AWS BraketQuantum ComputingQPUSimulatorHybrid Jobs5 APIs61.8Amazon S3ArchiveBackupCloud StorageData Storage17 APIs60.7DatadogAnalyticsDashboardsMonitoringPlatform290 APIs57.1
Developing 10 Usable, with meaningful gaps to close
Amazon ECSAmazonContainersDockerECS13 APIs52.9AWS CloudWatchAlarmsDashboardsLogsMetrics8 APIs51.5Red Hat OpenShiftContainersEnterpriseHybrid CloudKubernetes16 APIs47.8VMwareCloud ComputingContainer ManagementHybrid CloudInfrastructure59 APIs47.7Amazon ConnectChatContact CenterCustomer ServiceVoice22 APIs47.3NutanixCloud ManagementHyper-ConvergedInfrastructureVirtualization21 APIs46.7Amazon VPNNetworkingSecurityVPN2 APIs46.5LocalStackCompanyDeveloper ToolsCloudEmulator2 APIs45.9Amazon Cloud9Cloud9IDEDevelopmentBrowser-Based2 APIs40.4Amazon Cloud WANCloud WANNetworkingWide Area NetworkSD-WAN2 APIs39.9
Thin 25 Limited public surface area
Anomaly DetectionAnomaly DetectionArtificial IntelligenceData ScienceFraud Detection8 APIs36.7VeeamBackupData ManagementDisaster RecoveryCloud Backup55 APIs36.7NetAppCloudData ManagementHybrid CloudInfrastructure18 APIs35.7Google AnthosContainer PlatformHybrid CloudKubernetesMulti-Cloud4 APIs35.4Amazon CloudHSMCloudHSMSecurityCryptographyHSM1 API34.8Amazon CloudShellCloudShellTerminalCLIBrowser-Based1 API33.9Kong AI GatewayAI GatewayLLMMCPA2A21 APIs33.5Cloud CustodianCloud SecurityComplianceCost OptimizationMulti-Cloud6 APIs33.1Scalable ServicesAPI GatewayCloud-NativeContainersDistributed Systems14 APIs32.7Scalable SystemsAuto-ScalingCachingCloud InfrastructureDistributed Systems7 APIs32.5DruvaBackupCyber ResilienceData ProtectionDisaster Recovery14 APIs32.4Test Rate Limit CheckAPI GovernanceAPI ManagementAPI TestingPerformance Testing9 APIs32.3AWS WAFSecurityWeb Application FirewallDDoS ProtectionBot Management2 APIs32.2Amazon DynamoDBNoSQLDatabaseKey-Value StoreDocument Database2 APIs31.7AWS Elastic BeanstalkPlatform-as-a-ServiceApplication DeploymentAuto-ScalingCloud2 APIs31.5AWS BackupBackupData ProtectionDisaster RecoveryManaged Service11 APIs31.4AnodotArtificial IntelligenceAnomaly DetectionBusiness MonitoringCloud Cost Management9 APIs31.3ClumioCompanyDataBackupData Protection1 API31.2Amazon CloudWatchMonitoringObservabilityMetricsLogs2 APIs31.1SoftwareOneMarketplaceSoftware ProcurementCloud ManagementLicense Management8 APIs31.0AWS Security HubSecurityCloud Security Posture ManagementComplianceFindings12 APIs30.5CloudFrontAliasCDNCachingContent Delivery7 APIs30.0HashiCorp VaultEncryptionIdentityInfrastructureSecrets Management28 APIs30.0AWS BatchBatch ComputingComputeHPCJob Scheduling7 APIs29.9VPNEncryptionNetworkingPrivacySecurity6 APIs28.8
Emerging 10 Early or largely undocumented
CloudabilityCloud Cost ManagementCost OptimizationFinOpsMulti-Cloud7 APIs24.3AWS CLICLICloud ComputingCommand Line InterfaceDevOps1 API23.5Bloomberg PlatformPlatformInfrastructureData DistributionAPI Gateway3 APIs20.0RESTful ServicesArchitectureHTTPMicroservicesREST5 APIs17.9CartographySecurityCloud SecurityGraphCSPM11 APIs17.4RealtimeReal-TimeWebSocketWebRTCServer-Sent Events26 APIs17.0VerticeCloud Cost OptimizationContract ManagementProcurementSaaS Management1 API15.6API SpecificationsAPI SpecificationSpecification LanguagesAPI DesignContracts13 APIs15.4EventsEventEvent-DrivenEvent StreamingMessaging18 APIs14.9StreamingStreamingReal-TimeEvent StreamingChange Data Capture21 APIs14.8

APIs with this tag (52)

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 8 Solid coverage with minor gaps
Amazon API Gateway PortalsThe API Gateway Portals control plane (introduced November 19, 2025) lets you create branded developer port...65.8Logz.io Log Shipping APIProvision the Logz.io managed pull-side log shippers. Connect AWS CloudTrail streams and S3 buckets (with I...65.2Amazon SageMaker Geospatial APIAPIs for creating and managing Amazon SageMaker geospatial capabilities including earth observation jobs an...65.0AWS Braket Devices APIDiscover the QPU and simulator devices available on Amazon Braket. Returns device ARN, provider (AQT, IonQ,...61.8AWS Braket Tags APITag quantum tasks, hybrid jobs, and spending limits for cost allocation, IAM ABAC, and resource organizatio...61.8Amazon S3 Tables APIAmazon S3 Tables API provides operations for managing table buckets and tables stored in Apache Iceberg for...60.7Datadog AWS Integration APIThe AWS Integration API allows you to configure your Datadog-AWS integration directly through the Datadog A...57.1Datadog AWS Logs Integration APIThe AWS Logs Integration API allows you to configure log collection from AWS services and manage your Datad...57.1
Developing 9 Usable, with meaningful gaps to close
Red Hat OpenShift Service on AWS (ROSA) APIRed Hat OpenShift Service on AWS (ROSA) is a fully managed OpenShift service co-managed by Red Hat and AWS....47.8NSX VMC Policy APIAPI for managing logical networking in NSX for VMware Cloud on AWS customers including security policies, s...47.7VMware Cloud on AWS API ReferenceComprehensive API reference for managing VMware Cloud on AWS infrastructure including SDDCs, organizations,...47.7Amazon AppIntegrations APIThe Amazon AppIntegrations service enables you to configure and reuse connections to external applications,...47.3Nutanix Cloud Clusters APIREST API for Nutanix Cloud Clusters (NC2), enabling creation and management of Nutanix clusters on AWS and ...46.7AWS VPN APIThe AWS VPN API (part of the Amazon EC2 API) provides programmatic access to create and manage VPN connecti...46.5LocalStack Aws APIThe Aws API from LocalStack — 11 operation(s) for aws.45.9Amazon Cloud9 APIAPI for creating and managing Cloud9 development environments — browser-based IDEs running on EC2 instances...40.4Amazon Cloud WAN APIAPI for building and managing global wide area networks, connecting branch offices, data centers, and VPCs ...39.9
Thin 25 Limited public surface area
AWS Lookout for MetricsAmazon Lookout for Metrics is a fully managed ML service that automatically detects anomalies in business a...36.7Veeam Backup for AWS REST APIREST API for Veeam Backup for AWS, enabling management of backup and recovery operations for AWS EC2 instan...36.7NetApp Cloud Volumes Service APIAPI for managing NetApp Cloud Volumes Service in major cloud providers.35.7Anthos Multicloud APIThe Anthos Multicloud API provides programmatic access to manage Anthos clusters running on other public cl...35.4Amazon CloudHSM APIAPI for creating and managing CloudHSM clusters and HSM instances for dedicated hardware-based cryptographi...34.8Amazon CloudShell APIAPI for creating and managing CloudShell environments — browser-based terminal sessions for AWS resource ma...33.9AI AWS Guardrails PluginIntegrates Amazon Bedrock Guardrails for safety enforcement on traffic passing through Kong AI Gateway.33.5Cloud Custodian AWS ProviderThe Cloud Custodian AWS provider enables policy-as-code management of Amazon Web Services resources includi...33.1AWS Lambda APIAmazon Web Services Lambda API for creating, managing, invoking, and monitoring serverless functions. Core ...32.7AWS Auto Scaling APIAWS Auto Scaling monitors applications and automatically adjusts capacity across multiple AWS resources inc...32.5Druva CloudRanger Native Workloads APIThe Druva CloudRanger Native Workloads API provides automated backup, disaster recovery, and lifecycle mana...32.4AWS API Gateway APIAWS REST API for managing API Gateway usage plans, API keys, throttling limits, and quota enforcement acros...32.3AWS WAFV2 APIREST API for creating and managing web ACLs, rule groups, IP sets, regex pattern sets, and logging configur...32.2Amazon DynamoDB APILow-level HTTPS JSON API for Amazon DynamoDB that supports table management, item-level CRUD, queries, scan...31.7AWS Elastic Beanstalk APIQuery API for creating and managing Elastic Beanstalk applications, versions, environments, configuration t...31.5AWS Backup APIREST API for centrally configuring and managing AWS Backup including backup plans, backup selections, backu...31.4Anodot Cloud Cost Management APIThe Anodot Cloud Cost Management API provides programmatic access to cloud cost data, anomaly detection for...31.3Clumio REST APIRegional REST API for the Clumio backup-as-a-service platform. Manage AWS and GCP connections, backup polic...31.2Amazon CloudWatch APIQuery API for publishing and retrieving metrics, managing alarms, and configuring dashboards in Amazon Clou...31.1SoftwareOne Cloud Spend Optimization APIAPIs for tracking and optimizing cloud spend across AWS, Azure, and Google Cloud environments. Provides usa...31.0AWS Security Hub CSPM APIREST API for managing security standards, controls, findings, insights, automation rules, and member accoun...30.5AWS CloudFront API (canonical)The AWS CloudFront REST API exposes operations for managing distributions (CreateDistribution, GetDistribut...30.0HashiCorp Vault AWS APIAWS dynamic credentials secrets engine30.0AWS Batch APIREST API for managing AWS Batch compute environments, job queues, job definitions, scheduling policies, con...29.9AWS VPN APIAWS Site-to-Site VPN and AWS Client VPN provide managed VPN solutions on AWS infrastructure. Managed via th...28.8
Emerging 10 Early or largely undocumented
Cloudability Vendor Credentials APIThe Vendor Credentials API manages connections to AWS payer accounts, Azure billing scopes, GCP billing pro...24.3AWS CLIThe AWS CLI v2 is the official command-line interface for Amazon Web Services, providing unified access to ...23.5Bloomberg Cloud ConnectCloud-native connectivity to Bloomberg data enabling access from AWS, Azure, and Google Cloud environments ...20.0AWS API GatewayAmazon Web Services fully managed service for creating, publishing, maintaining, monitoring, and securing R...17.9Cartography AWS Intel ModuleCartography intel module that calls AWS APIs (EC2, IAM, S3, RDS, EKS, Lambda, ECS, DynamoDB, CloudWatch, AC...17.4Amazon Interactive Video Service (IVS)AWS's low-latency interactive video service. IVS Real-Time Streaming offers WebRTC-based stages for multi-h...17.0Vertice Cloud Cost Optimization APIVertice Cloud Cost Optimization integrates with AWS, GCP, and Azure accounts to provide cloud visibility, c...15.6SmithySmithy is an open-source IDL and code-generation framework for defining services and SDKs, created and main...15.4AWS EventBridgeAWS serverless event router. "EventBridge is a serverless service that uses events to connect application c...14.9Amazon KinesisAWS managed family for real-time streaming: Kinesis Data Streams (shards, partition keys, 24h–365d retentio...14.8

Score breakdown

Frequency
47.3
log-scaled weighted occurrences
Breadth
1.4
spread across providers
Quality lift
43.2
mean composite of providers using it
Cohesion
17.7
strength of nearest seed neighbor

Related tags

GCP 11 co-occurrences Azure 18 co-occurrences Hybrid Cloud 6 co-occurrences Backup 7 co-occurrences Service Mesh 5 co-occurrences Disaster Recovery 5 co-occurrences Data Protection 6 co-occurrences Google Cloud 6 co-occurrences

Where this tag comes from

Api tag52
Openapi tag2
Openapi op tag19
Provider tag2

Cohort brief

Auto-generated

The 51 providers in the APIs.io catalog tagged AWS, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
51
all scored
Mean Kin Score
35.9
+15.2 vs catalog 20.7
Mean Agent Readiness
17.4
+7.7 vs catalog 9.7
Spread
14.8–65.8
median 32.5 · σ 13.5
How the 51 split by band
Exemplar 0Strong 6Developing 10Thin 25Emerging 10Minimal 0
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 42.7 17.5 +25.2 51
Developer Ergonomics 32.2 17.9 +14.3 51
Access Clarity 35.3 22.3 +13 51
Contract Governance 17.4 6.4 +11 51
Discoverability 71 60.4 +10.6 51
Operational Transparency 20.7 11.3 +9.4 51

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) 22% 16% +6
MCP server (first-party) 6% 7% -1
Agent Skills 0% 0% 0
OAuth scopes 4% 9% -5
Security 98% 88% +10
Arazzo workflows 12% 2% +10
Governance rules 67% 13% +54

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 API Gateway 65.8
  2. 2 Logz.io 65.2
  3. 3 Amazon SageMaker 65
  4. 4 AWS Braket 61.8
  5. 5 Amazon S3 60.7
  6. 6 Datadog 57.1
  7. 7 Amazon ECS 52.9
  8. 8 AWS CloudWatch 51.5
  9. 9 Red Hat OpenShift 47.8
  10. 10 VMware 47.7
Top by Agent Readiness
  1. 1 Datadog 38.3
  2. 2 LocalStack 32.9
  3. 3 Amazon S3 32.7
  4. 4 Amazon Connect 30.6
  5. 5 AWS CloudWatch 30.6
  6. 6 Amazon Cloud WAN 30.2
  7. 7 Amazon Cloud9 30.2
  8. 8 Veeam 29.8
  9. 9 Amazon API Gateway 25.9
  10. 10 Amazon ECS 24.8
All 51 members of this roster resolve to a scored provider in the catalog.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.

Work with this as data

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

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