established · 1.1 marketcapability domainschema

Google Cloud

Score 25.6 / 100 76 providers +8 via APIs 13 APIs Search apis.io →

Providers using this tag (76)

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

Exemplar 25 Complete, well-documented, and agent-ready
Google Cloud LoggingCloudLoggingMonitoringObservability3 APIs76.2Google DialogflowAgentsArtificial IntelligenceChatbotsConversational AI2 APIs74.7Google Cloud StorageArchivalBackupBlob StorageCloud Storage13 APIs74.1Google Cloud API GatewayAPI GatewayAPI ManagementAuthentication1 API71.8Google Cloud KMSCryptographyEncryptionKey Management5 APIs70.9Google Cloud DataprocBig DataData ProcessingHadoop2 APIs70.4Google Cloud Secret ManagerConfigurationCredentialsKey Management2 APIs70.1Google Cloud VisionComputer VisionImage AnalysisMachine Learning5 APIs70.0Google Cloud DNSDNSDomain NamesName Resolution7 APIs69.9Google Cloud Video IntelligenceContent ModerationMachine LearningObject Detection3 APIs69.5Google Cloud BatchBatch ProcessingComputeHPC1 API69.4Google Cloud Speech-To-TextAudio ProcessingMachine LearningSpeech Recognition3 APIs68.9Google Cloud Text-To-SpeechAudioMachine LearningSpeech Synthesis4 APIs68.6Google Cloud DatastreamChange Data CaptureData ReplicationStreaming1 API68.2Google Cloud EventarcEvent-DrivenEventMessaging1 API68.2Google Cloud Translation APIInternationalizationLanguage DetectionLocalization1 API68.0Google Cloud ComposerApache AirflowData PipelineWorkflow Orchestration1 API67.8Google Cloud FunctionsEvent-DrivenFunctionsServerless1 API67.5Google Cloud Talent SolutionJobMachine LearningRecruiting1 API67.5Google Cloud ArmorDDoS ProtectionFirewallSecurity1 API67.3Google Cloud Transfer ServiceMicrosoft AzureCloud StorageData TransferMigration3 APIs67.3Google Cloud CDNCachingCDNContent Delivery1 API67.1Google Cloud TasksAsynchronousBackground JobsDistributed Systems1 API67.1Google Cloud Load BalancingInfrastructureLoad BalancingNetworking1 API67.0Google Cloud RunCloud RunContainersServerless1 API67.0
Strong 37 Solid coverage with minor gaps
Google Cloud MonitoringAlertingDashboardsMetrics1 API66.4Google Cloud Recommendations AIE-CommerceMachine LearningPersonalization6 APIs66.4Google Cloud Natural LanguageEntity RecognitionMachine LearningNatural Language Processing1 API66.1Google Cloud Data CatalogData CatalogData GovernanceMetadata6 APIs66.0Google Cloud IAMIdentity and Access ManagementIdentityPermissions14 APIs65.9Google Cloud SQLDatabaseMySQLPostgreSQL4 APIs65.9Google Cloud App EngineApp EngineComputePlatform-as-a-Service2 APIs65.8Google Cloud BigtableBigtableDatabaseNoSQL2 APIs65.5Google Artifact RegistryArtifactsContainersPackages1 API65.4Google Cloud ObservabilityError ReportingLoggingMonitoring3 APIs65.0Google Cloud WorkflowsAutomationIntegrationOrchestration2 APIs64.5Google Cloud FirestoreDatabaseDocumentsNoSQL1 API64.4Google Cloud SpannerDatabaseDistributedRelational2 APIs64.4Google Cloud Document AIData ExtractionDocument ProcessingForms2 APIs64.3Google Cloud InterconnectDedicated ConnectivityHybrid CloudInterconnect1 API64.3Google Cloud SchedulerAutomationCloudCron1 API64.2Google Cloud DatastoreNoSQLDatabaseDocument Database3 APIs64.1Google Cloud Pub/SubEvent-DrivenMessagingPub/Sub4 APIs64.1Google Cloud VPCFirewallNetworkingVirtual Networks6 APIs63.9Google Cloud ProfilerCPUFlame GraphsMemory1 API63.1Google Cloud Compute EngineComputeInfrastructure-as-a-ServiceInfrastructure111 APIs62.7Google Cloud Data FusionData IntegrationData PipelineETL1 API61.9Google Cloud Dialogflow CXChatbotsConversational AIDialogflow1 API61.8Google Cloud MemorystoreCacheIn-MemoryMemcached2 APIs61.8Google Cloud VMware EngineComputeMigrationPrivate Cloud1 API61.0Google Cloud EndpointsAPI GatewayAPI ManagementAuthentication5 APIs60.8Google Kubernetes EngineCloud-NativeContainersKubernetes4 APIs60.3Google Cloud Error ReportingDebuggingDeveloper ToolsError ReportingErrors1 API59.9Google Cloud Service MeshIstioKubernetesMicroservices4 APIs59.7Google DataplexCompanyData GovernanceMetadata Management3 APIs59.1Vertex AI SearchCompanyArtificial IntelligenceSearchEnterprise1 API58.7Google Cloud TraceDistributed TracingLatencyObservability1 API58.6Google reCAPTCHAAbuse PreventionBot DetectionCAPTCHAFraud Prevention2 APIs65.1Google Vertex AIArtificial IntelligenceGenerative AIMachine Learning28 APIs63.2Google FirebaseAnalyticsAuthenticationBackend-as-a-ServiceCloud Messaging17 APIs61.3Google Identity PlatformAuthenticationIdentityMulti-Tenancy2 APIs58.8Google Quantum AIQuantum ComputingQuantumHardwareNISQ1 API56.7
Developing 5 Usable, with meaningful gaps to close
Thin 5 Limited public surface area
Emerging 2 Early or largely undocumented
Minimal 2 Almost no public developer surface

APIs with this tag (13)

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 5 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Thin 3 Limited public surface area
Emerging 2 Early or largely undocumented

Companies reaching this through an API (8)

These companies publish an API, specification or operation carrying “Google Cloud” 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.

Apigee Bloomberg Platform Datadog Events Gemini Notebook (NotebookLM) Google Gemini Looker SoftwareOne

Score breakdown

Frequency
49.5
log-scaled weighted occurrences
Breadth
1.0
spread across providers
Quality lift
59.6
mean composite of providers using it
Cohesion
7.0
strength of nearest seed neighbor

Related tags

Microsoft Azure 10 co-occurrences Project 39 co-occurrences Cloud Cost Management 5 co-occurrences FinOps 6 co-occurrences Serverless 7 co-occurrences Amazon Web Services 9 co-occurrences Database 6 co-occurrences

Where this tag comes from

Provider tag76
Api tag13

Cohort brief

Auto-generated

The 73 providers in the APIs.io catalog tagged Google Cloud, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
73
of 76 in the catalog
Mean Kin Score
61.7
+37.6 vs catalog 24.1
Mean Agent Readiness
36
+21.9 vs catalog 14.1
Spread
24.7–76.2
median 64.5 · σ 10.5
How the 73 split by band
Exemplar 25Strong 37Developing 5Thin 5Emerging 1Minimal 0
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Operational Transparency 61.4 13.2 +48.2 73
Contract Quality 61.5 18.6 +42.9 73
Developer Ergonomics 65.5 24.5 +41 73
Access Clarity 63.4 30 +33.4 73
Discoverability 72.1 59.1 +13 73
Contract Governance 22.7 9.7 +13 73

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) 37% 18% +19
MCP server (first-party) 40% 16% +24
Agent Skills 0% 0% 0
OAuth scopes 90% 13% +77
Security 100% 99% +1
Arazzo workflows 0% 1% -1
Governance rules 97% 36% +61

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.

All 76 members of this roster resolve to a provider in the catalog; 73 carry a score (96%). The figures above describe the scored members only.Generated from the catalog build of 14 November 2026, across 41591 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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