established · -0.8 capabilitymarket actiondomain

Data Integration

Score 25.8 / 100 196 providers +17 via APIs 39 APIs Search apis.io →

Providers using this tag (196)

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

Exemplar 10 Complete, well-documented, and agent-ready
AirbyteETLELTOpen Source1 API77.5Azure Data FactoryETLELTData Pipeline2 APIs77.5Qlik SenseAgentsAnalyticsArtificial IntelligenceBusiness Intelligence78 APIs72.2ConfluentData StreamingApache KafkaEvent StreamingStream Processing7 APIs87.2Power QueryBusiness IntelligenceData TransformationETL3 APIs74.7Amazon AppFlowAmazon Web ServicesConnectorsDataflows3 APIs74.0OneschemaCompanyData OnboardingCSV ImportData Validation14 APIs71.6ImprovadoCompanyMarketingMarketing IntelligenceMarketing Analytics1 API71.0Amazon Entity ResolutionAmazon Web ServicesData MatchingEntity Resolution8 APIs70.0BoomiAI AgentsAutomationB2B3 APIs68.5
Strong 22 Solid coverage with minor gaps
NexlaCompanyData EngineeringETL2 APIs66.2TalendAPI ManagementData QualityETL16 APIs62.0Google Cloud Data FusionData PipelineETLGoogle Cloud1 API61.9Oracle GoldenGateChange Data CaptureData SynchronizationDatabase6 APIs61.6InformaticaAddress VerificationB2B GatewayCloud ServicesData Governance1 API61.4DefiniteCompanyDataAnalyticsBusiness Intelligence1 API59.8SkyviaiPaaSETLELT1 API56.9SnapLogicArtificial IntelligenceAPI ManagementAutomation1 API63.7Azure Synapse AnalyticsAnalyticsApache SparkBig Data45 APIs62.9markifact-comAI Marketing AutomationAd ManagementReportingWorkflow Automation1 API61.3AI SquaredReverse ETLArtificial IntelligenceMachine Learning30 APIs61.0BeatAPICompanyArtificial IntelligencePlatformUnified API1 API60.73-shakeCompanySREETL1 API59.2ArtieCompanyData ReplicationChange Data Capture1 API58.9FunnelCompanyMarketingMarketing IntelligenceMarketing Data3 APIs58.7DataboxCompanyAnalyticsArtificial Intelligence1 API58.4AirweaveCompanyArtificial IntelligenceSearchRAG1 API57.7MappedCompanySmart BuildingsIoTGraphQL2 APIs57.5DatarailsCompanyFP&AFinancial PlanningFinance1 API56.8SyncariCompanyMaster Data Managementdata-unification2 APIs56.8RELEX SolutionsSupply ChainRetailDemand PlanningInventory2 APIs56.5WeldCompanyDataETLELT1 API55.0
Developing 36 Usable, with meaningful gaps to close
MatillionETLELTData Pipeline1 API52.4DataddoAPI PlatformArtificial IntelligenceReal-Time2 APIs50.2StriimDataStreamingChange Data CaptureReal-Time3 APIs48.7Meld.ioFintechAPI PlatformStablecoins1 API45.5PolytomicReverse ETLUnified APIELT1 API45.5EtlworksCompanyETLCloud1 API43.4ManticAPI ManagementFintechHealth Tech1 API42.5Safe SoftwareCompanySpatial AnalyticsArtificial Intelligence1 API39.8MemtroCompanyArtificial IntelligenceMemoryConnectors1 API54.0AdverityCompanyData AnalyticsMarketing Analytics2 APIs53.9PigmentCompanyEnterprise SoftwareBusiness PlanningFinancial Planning1 API53.5PrecogCompanyETLArtificial Intelligence3 APIs52.8RiveryELTCloudLow-Code1 API52.2ZeotapCompanyArtificial IntelligenceCustomer Data Platform3 APIs52.2ROOKHealthWearablesHealthcare5 APIs51.6Flume HealthHealthcareHealth PlansPayersHealthcare Data1 API50.0HullCompanyCustomer Data PlatformCDPIdentity Resolution1 API49.6DovetailappCustomer IntelligenceArtificial IntelligenceFeedback Analysis1 API49.5PopsinkCompanyChange Data CaptureData Replication2 APIs49.3VioletlabsCompanyHardwareEngineeringManufacturing1 API49.0PeakaCompanyGovernanceAnalytics1 API48.5InfoworksData EngineeringData IngestionData Pipeline1 API47.1CeligoAPI ManagementAutomationIntegration1 API46.7WeTransformB2B SaaSNo-CodeArtificial Intelligence2 APIs46.2FastnIntegration PlatformB2B SaaSEmbedded WidgetUnified API2 APIs45.9OMOPHubCompanyHealthcareOMOP1 API45.8SimetrikCompanyReconciliationFinancial OperationsPayments1 API45.5EntidexCompanyOrganisation IntelligenceUnited Kingdom1 API45.2Coefficient WorksCompanySpreadsheetsGoogle SheetsMicrosoft Excel45.0End CloseCompanyReconciliationPaymentsFinancial Operations1 API44.4Apache NiFiDataflowsETLIoT1 API41.8CuriosityArtificial IntelligenceKnowledge GraphEnterprise21 APIs40.3DataAssist-IOCompanyArtificial IntelligenceNo-Code1 API39.8BauplanData EngineeringAI AgentsServerless PlatformData Pipeline2 APIs39.5ReltioCompanyData AnalyticsMaster Data ManagementMDM1 API39.5PrevedereCompanyEconomic ForecastingPredictive AnalyticsDemand Planning1 API39.3
Thin 43 Limited public surface area
DatarizeCompanyAnalyticsAPI Platform2 APIs38.6Integrate.ioETLLow-CodeArtificial Intelligence2 APIs38.6Stitch DataETLData PipelineCloud Data36.8LumeCompanyData MappingETL1 API35.1FivetranConnectorsData PipelineETL1 API34.2QuanTemplateCompanyInsuranceInsurtech1 API32.9Qlik CloudAnalyticsBusiness IntelligenceCloud13 APIs32.1DBSyncReplicationCloud WorkflowAI Agents1 API31.5QlikAnalyticsBusiness IntelligenceCloud Analytics30.5CubeNexus IncCompanyCloud PlatformAPI Gateway1 API27.4Apache SeaTunnelETLELTBatch1 API27.2KingswaySoftETLMicrosoft SSISConnectors2 APIs26.9MeltanoCompanyEnterpriseELT26.7CloudQueryCloud InfrastructureCloud Asset InventoryCSPMCloud Governance1 API39.0socialdatax-comCompanySocial MediaArtificial Intelligence1 API38.3CoralCompanyArtificial IntelligenceAgentsMCP38.1Import2CompanyData MigrationCRM1 API38.1MiddleIntegration PlatformiPaaS1 API37.9maplith-comCompanyArtificial IntelligenceAutomation2 APIs36.0IncortaCompanyEnterpriseAnalyticsBusiness Intelligence1 API35.9sheetbest-comCompanySpreadsheetsAutomation1 API35.3DigiDataCompanyBusiness IntelligenceDashboardsAI Agents2 APIs35.0NetterCompanyDataData PlatformAnalytics1 API32.9AtscaleAnalyticsBusiness IntelligenceArtificial Intelligence11 APIs31.6AdeptiaCompanyETLAutomation31.3OpenLatticeCompanyEntity Data ModelPublic Sector1 API31.2ResultidCompanyOperational IntelligenceAnalyticsEnterprise Software1 API31.27LearningsCompanyRetailPricingPrice Optimization30.9BRONTIRArtificial IntelligenceWeb ResearchPublic Data30.6Import.ioData AggregationData ExtractionPricing Intelligence1 API30.0MeroxaCompanyData AnalyticsData StreamingReal-Time Data29.8CaskCompanyBig DataData AnalyticsData Pipeline12 APIs29.6CherreReal EstateProperty IntelligenceKnowledge Graph1 API29.6EtleapCompanyETLELT1 API29.6ClarisightsCompanyMarketing AnalyticsMarketing IntelligenceBusiness Intelligence29.3dltHubCompanyDataData EngineeringETL29.0DataMindCompanyDataAnalyticsETL28.6CruxinformaticsArtificial IntelligenceFinancial ServicesManaged Service2 APIs28.5EstuaryStreaming ETLChange Data CaptureReal-Time Data1 API27.6Marco PoloCompanyMCPEnterprise AIData Governance1 API27.6Context LinkArtificial IntelligenceEnterprisePlatform2 APIs27.1PanoplyCompanyData WarehouseELT26.3Taxi - Describe How Your APIs and Data RelateAPI DescriptionOpen SourceQuery Language1 API26.3
Emerging 47 Early or largely undocumented
PrimeurCompanyConsultingGDPR1 API24.7PentahoBusiness AnalyticsEmbedded AnalyticsArtificial Intelligence1 API24.6LingkCompanyiPaaSAutomation1 API23.1FerryCompanyIndustrial AIManufacturingManufacturing Execution System23.0eOne SolutionsiPaaSData VirtualizationData Migration22.6mingxiapi-comAnalyticsAutomationEnterprise1 API19.9con terra GmbHCompanyGeoITDigital Transformation1 API18.6antevo-chCompanyWealthAI Assistant1 API18.0UBIX LabsArtificial IntelligenceAnalyticsMachine Learning4 APIs18.0IntellovaCompanyAutomationAustralian Business17.6COZYROCCompanyETLSSIS16.6neuhausre-comReal EstateAPI PlatformProperty Management13.5SynqUpCompanyiPaaSEnterprise13.0Layer 2CompanyFile SynchronizationMicrosoft Cloud12.0AMSimpkins & AssociatesCompanyHigher EducationFraud Prevention11.8Kafka ConnectApache KafkaConnectorsETL3 APIs26.1Cask DataCompanyDeveloper ToolsData Pipeline1 API25.8SkuidCompanyEnterprise SoftwareLow-CodeNo-Code25.7CSV GatewayNo-CodeAPI GenerationCSV24.9VertifyCompanyRevenue OperationsAutomation24.3CinchyCompanyDataData CollaborationDataware24.1TolaDataCompanyNon-ProfitMonitoringEvaluation1 API23.8JigsoCompanyArtificial IntelligenceEnterpriseBusiness Intelligence1 API23.0JoinLayerData EnrichmentReal-time SyncData Validation1 API22.0VT EnterpriseLow-CodeEnterprise SoftwareDatabase APIs21.7PeregrineCompanyInfrastructurePublic SafetyLaw Enforcement21.0HighByteIndustrial DataOpsAI InfrastructureManufacturing20.3Omatic SoftwareNon-ProfitCloud PlatformAutomation20.0ClockspringAutomationIntegrationEnterprise1 API19.9JedoxCompanyEnterprise Performance ManagementFinancial Planning and AnalysisBudgeting and Forecasting19.9StreamSetsCompanyDataOpsData Pipeline1 API19.9GRONOXCompanyArtificial IntelligenceQuantum-Safe1 API19.2OpenbridgeAutomationAnalyticsModular Software19.0VeratrakCompanyPharmaceuticalsLife SciencesSupply Chain18.5PrizedCompanyInternal ToolsArtificial IntelligenceLow-Code18.2CoheedCompanyERPCRMSCM18.1StreamkapStreamingETLChange Data CaptureKafka1 API18.1GSCmateCompanyArtificial IntelligenceSearch ConsoleMCP17.5K2viewCompanyData PlatformArtificial Intelligence17.4LontiAutomationiPaaSLow-Code3 APIs17.2Data I AmCompanySalesforceFinancial Services1 API15.7Praxis AI (Vortexify)CompanyArtificial IntelligenceNo-Code14.9HumanitruCompanyCRMNon-ProfitFundraising14.1Ascent PlatformCompanyFintechBanking1 API13.3EnfiFintechAutomationCloud1 API12.3fmcg.networkCompanyConsumer Packaged GoodsFoodComplianceArtificial Intelligence1 API12.1HarmonyzePerformance CoachingFranchise BrandsField Coaching11.2
Minimal 37 Almost no public developer surface
FlexspringHR IntegrationEnterprise SoftwareSoftware-as-a-Service1 API9.5ScitaraLab ConnectivityAI PlatformLife SciencesBiopharma8.9CentrlyCompanyWorkflow AutomationSoftware-as-a-Service7.7ToolsverseCompanyETLData Migration6.0AdabtTransportLogisticsSoftware-as-a-Service1 API5.5DatalogueCompanyData PreparationMachine Learning4.6InsideCompanyAnalyticsEnterprise1 API2.6AltierreCompanyIntegrationAPI Management2.2GyroCompanyAPI ManagementCloud Services2.2HelloGuruNo-CodeSoftware-as-a-ServiceAutomation2.2ButterflyCompanyWorkflow AutomationEnterprise Solutions1.3CommongroundaiCompanyArtificial IntelligencePlatform1.3DWLCompanyAcquiredDefunctMaster Data Management0.0CoverStackNo-CodeAPI PlatformAutomation10.8Ninth WaveCompanyFinanceOpen Banking1 API9.8OptoscaleCompanyAquacultureFish FarmingMonitoring9.2Björn Wilmsmann IT ServicesBackendBaaSEnterprise9.0ZenysisCompanyHealthHealth Intelligence7.7CybergenicArtificial IntelligenceOncologyGenomics7.5Configo HealthCompanyHealth TechSocial Determinants7.4PrestoAPICompanyAPI GenerationLow-Code5.6Xentity CorporationCompanyIT ConsultingBig Data5.5Arcion LabsCompanyChange Data CaptureData ReplicationDatabase5.1Relatable.ioCompanyMedical TechnologyMedical DevicesHealthcare4.4Sesame SoftwareData BackupData ReplicationData Migration3.8dezhentechCompanyHealthcareHealth ITHospital Information Systems3.0GEOMATYSCompanyGeospatialGISMapping3.0PlutoCompanyHealth TechClinical Intelligence3.0Bone Health TechnologiesHealthDiagnosticsImagingBiomarkers2.6OsmosCompanyData IngestionData Onboarding2.6Star AnalyticsCompanyBusiness IntelligenceProcess Automation2.6LeanyLabsCompanyAutomationCloud Services1.3AmiatoCompanyBig DataETL0.0Cross AccessCompanyEnterprise SoftwareAcquired0.0ItemfieldCompanyEnterpriseData Transformation0.0LearnSproutCompanyEducationEdTechK-120.0OnFarmCompanyAgricultureAgTechIoT0.0
Unrated 1 Not yet scored
AloomaCompanyETLData Pipeline

APIs with this tag (39)

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 8 Complete, well-documented, and agent-ready
Business Central REST API Web ServicesRESTful web services layer for Business Central that provides the preferred integration method. Includes bu...72.2Qlik Data Integration APIREST API for managing data integration tasks, connections, and data pipelines.72.2Clarivate Data Integration APIData integration uses Kettle Transformation with Servlets as output steps.71.3OCI Data Integration APIREST APIs for organizing data integration projects, creating data flows, pipelines, and tasks to extract, t...70.4Oracle Data Integration APIThe Data Integration API from Oracle — 85 operation(s) for data integration.70.4Red Hat Connector Management APIREST API for managing connectors that enable integration between Red Hat services and external systems, sup...67.3Red Hat Streams for Apache Kafka Bridge APIHTTP bridge API for producing and consuming messages to Apache Kafka topics without requiring a native Kafk...67.3SQL Server Integration Services (SSIS) APIProgrammable object model for building, managing, and executing ETL data integration packages in SQL Server.67.0
Strong 9 Solid coverage with minor gaps
TradingView Data Integration APIThe Data Integration API from TradingView — 4 operation(s) for data integration.65.0Informatica Data Integration REST APIThe Data Integration REST API provides programmatic access to manage data integration assets and operations...61.4Crunchtime Inventory & Labor APIsREST data-integration API for Crunchtime's Inventory Management, Labor & Scheduling, and Cruise products. G...60.2Funnel File Import Webhook APIThe Funnel File Import Webhook API is a documented inbound HTTP endpoint that lets a customer hand Funnel l...58.7SAP Datasphere APIAPIs for data warehousing, catalog access, and consumption of analytical and relational models.58.3SAP Master Data Integration APIAPIs for centralizing and harmonizing master data across SAP and third-party applications.58.3Skyvia Public APIREST management API for the Skyvia platform. Programmatically read and control account users and invitation...56.9Datarails Data Gateway Service (DGS)REST file-upload endpoint used to push a CSV or Excel file into a Datarails Filebox. Authenticated with HTT...56.8Syncari Embed APIREST API for embedding and automating Syncari. Covers instance provisioning, synapse create/test/activate, ...56.8
Developing 7 Usable, with meaningful gaps to close
Adverity Management APIThe Adverity Management API provides programmatic access to the Adverity platform for managing datastreams,...53.9Tableau Web Data ConnectorThe Tableau Web Data Connector (WDC) provides an SDK for building connectors to any data accessible over HT...49.9QlikView QVX SDK APIThe Qlik data eXchange (QVX) SDK enables developers to build custom connectors for integrating external dat...48.0Redis Data Integration APIThe Data Integration API from Redis — 3 operation(s) for data integration.46.5SAP HANA Smart Data Integration APIAPIs for data provisioning, replication, and integration.44.8Reltio Context Intelligence Platform REST APITenant-scoped REST API for the Reltio Context Intelligence Platform: entities, relations, interactions, ref...39.5Prevedere Data Integration APIThe Data Integration API from Prevedere — 3 operation(s) for data integration.39.3
Thin 11 Limited public surface area
CloudQuery Platform APIREST API for managing CloudQuery Platform multi-tenant accounts, syncs, sources, destinations, and API keys...39.0Workday Prism Analytics REST APIREST API for working with Workday Prism Analytics tables, data change tasks, and datasets. Enables programm...37.7Lume APIREST API for automating data mappings and transformations with AI. Create and run Flows, manage target sche...35.1Fivetran REST APIThe Fivetran REST API allows programmatic management of all platform resources including users, roles, team...34.2Circana Intelligence Suite APIIntelligence Suite helps integrate, harmonize, and automate data workflows with hundreds of pre-built conne...33.1Qlik Data IntegrationAPIs for data integration, ETL processes, and data pipeline management.32.1ARGUS APIThe ARGUS API is a cloud-based integration gateway that provides programmatic access to data in ARGUS Enter...30.8CDAP Pipeline MicroservicesProgrammatically create, deploy, run, and inspect CDAP data pipelines (the Hydrator / Data Fusion pipeline ...29.6CDAP Replication MicroservicesManage CDAP replication (change data capture) jobs that stream changes from source databases into analytic ...29.6Sage X3 Data Integration APIImport/export and data integration API for Sage X3 enabling bulk data operations, batch task submissions, a...27.7Sage X3 GraphQL APIGraphQL interface for querying and mutating Sage X3 data. Provides a flexible, strongly-typed schema for ac...27.7
Emerging 4 Early or largely undocumented
StreamSets Control Hub APIREST API for IBM StreamSets Control Hub — the cloud-native control plane for designing, deploying, orchestr...19.9UBIX DataSpace APIAPI for the UBIX DataSpace module enabling data ingestion, transformation, and management across enterprise...18.0UBIX Insights APIThe UBIX Insights API enables programmatic access to AI-generated analytics, insights, and model outputs fr...18.0FBN AnalyticsPrecision-agronomy product that ingests planting, application, and harvest data from 60+ precision monitor ...14.7

Companies reaching this through an API (17)

These companies publish an API, specification or operation carrying “Data Integration” 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.

ARGUS Circana Clarivate Crunchtime Information Systems Farmers Business Network Microsoft Dynamics NAV Microsoft SQL Server Oracle QlikView Red Hat Redis Sage X3 SAP SAP HANA Tableau TradingView Workday Reporting

Score breakdown

Frequency
60.4
log-scaled weighted occurrences
Breadth
2.5
spread across providers
Quality lift
31.6
mean composite of providers using it
Cohesion
24.7
strength of nearest seed neighbor

Where this tag sits

196 providers carry this tag directly, and 250 counting the 3 narrower tags below — 54 more to reach.

ETL 93 providers ELT 17 providers Change Data Capture 21 providers

Related tags

ETL 55 co-occurrences Data Pipeline 25 co-occurrences Business Intelligence 27 co-occurrences Connectors 23 co-occurrences ELT 13 co-occurrences Change Data Capture 13 co-occurrences iPaaS 15 co-occurrences Data Warehouse 10 co-occurrences

Where this tag comes from

Provider tag196
Api tag39
Openapi tag3
Openapi op tag16

Markets provisional

Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.

MarketShare of the market's providers
Data Integration (ELT connectors and data governance)28%

Cohort brief

Auto-generated

The 154 providers in the APIs.io catalog tagged Data Integration, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
154
of 196 in the catalog
Mean Kin Score
35.4
+11.3 vs catalog 24.1
Mean Agent Readiness
19.4
+5.3 vs catalog 14.1
Spread
2.6–87.2
median 31.4 · σ 19.3
How the 154 split by band
Exemplar 10Strong 19Developing 32Thin 39Emerging 37Minimal 17
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 47.6 30 +17.6 154
Developer Ergonomics 38.9 24.5 +14.4 154
Operational Transparency 21.9 13.2 +8.7 154
Contract Quality 24.8 18.6 +6.2 154
Discoverability 64.8 59.1 +5.7 154
Contract Governance 15.3 9.7 +5.6 154

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) 24% 18% +6
MCP server (first-party) 26% 16% +10
Agent Skills 0% 0% 0
OAuth scopes 17% 13% +4
Security 99% 99% 0
Arazzo workflows 3% 1% +2
Governance rules 49% 36% +13

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 Confluent 87.2
  2. 2 Airbyte 77.5
  3. 3 Azure Data Factory 77.5
  4. 4 Power Query 74.7
  5. 5 Amazon AppFlow 74
  6. 6 Qlik Sense 72.2
  7. 7 Oneschema 71.6
  8. 8 Improvado 71
  9. 9 Amazon Entity Resolution 70
  10. 10 Boomi 68.5
Top by Agent Readiness
  1. 1 Airweave 60.6
  2. 2 Datarails 57.7
  3. 3 Improvado 56.5
  4. 4 BeatAPI 54.1
  5. 5 Weld 53.8
  6. 6 Flume Health 53.2
  7. 7 markifact-com 50.5
  8. 8 Syncari 50
  9. 9 Import.io 49.6
  10. 10 Celigo 49.1
All 196 members of this roster resolve to a provider in the catalog; 154 carry a score (79%). The figures above describe the scored members only.
Coverage caveat. 112 of 154 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 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

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 →

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