established · 0.7 capabilitymarket actiondomain

Data Integration

Score 29.2 / 100 112 providers +17 via APIs 39 APIs Search apis.io →

Providers using this tag (112)

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

Exemplar 6 Complete, well-documented, and agent-ready
ConfluentData StreamingApache KafkaEvent StreamingStream Processing8 APIs86.8Power QueryBusiness IntelligenceData TransformationETL3 APIs75.8Azure Data FactoryETLELTData Pipeline1 API72.0Qlik SenseAgentsAnalyticsArtificial IntelligenceBusiness Intelligence78 APIs72.0AirbyteETLELTOpen Source1 API70.3BoomiAI AgentsAutomationB2B3 APIs67.6
Strong 16 Solid coverage with minor gaps
ImprovadoCompanyMarketingMarketing IntelligenceMarketing Analytics1 API65.4NexlaCompanyData EngineeringETL4 APIs64.7OneschemaCompanyData OnboardingCSV ImportData Validation14 APIs63.6TalendAPI ManagementData QualityETL17 APIs63.0Oracle GoldenGateChange Data CaptureData SynchronizationDatabase6 APIs61.9Amazon Entity ResolutionAmazon Web ServicesData MatchingEntity Resolution1 API60.9SnapLogicArtificial IntelligenceAPI ManagementAutomation1 API59.6Azure Synapse AnalyticsAnalyticsApache SparkBig Data30 APIs59.2FunnelCompanyMarketingMarketing IntelligenceMarketing Data3 APIs58.5CeligoAPI ManagementAutomationIntegration1 API58.1AI SquaredReverse ETLArtificial IntelligenceMachine Learning30 APIs57.63-shakeCompanySREETL1 API57.0MatillionETLELTData Pipeline1 API55.9DatarailsCompanyFP&AFinancial PlanningFinance1 API55.3FivetranConnectorsData PipelineETL1 API55.0MuleSoftAPI GatewayAPI ManagementEnterpriseIntegration1 API54.8
Developing 27 Usable, with meaningful gaps to close
SyncariCompanyMaster Data Managementdata-unification2 APIs53.9AdverityCompanyData AnalyticsMarketing Analytics2 APIs53.7RELEX SolutionsSupply ChainRetailDemand PlanningInventory2 APIs53.3RiveryELTCloudLow-Code1 API53.0DefiniteCompanyDataAnalyticsBusiness Intelligence1 API52.8HullCompanyCustomer Data PlatformCDPIdentity Resolution1 API50.9InformaticaAddress VerificationB2B GatewayCloud ServicesData Governance1 API50.2Amazon AppFlowConnectorsDataflowsETL3 APIs48.7PigmentCompanyEnterprise SoftwareBusiness PlanningFinancial Planning1 API48.7AirweaveCompanyArtificial IntelligenceSearchRAG1 API48.2ArtieCompanyData ReplicationChange Data Capture1 API47.9SkyviaiPaaSETLELT1 API47.8StriimDataStreamingChange Data CaptureReal-Time6 APIs47.4QlikSecurityAccess ControlMachine LearningArtificial Intelligence1 API46.4SimetrikCompanyReconciliationFinancial OperationsPayments1 API46.3Coefficient WorksCompanySpreadsheetsGoogle SheetsMicrosoft Excel45.3WeldCompanyDataETLELT1 API45.3PrecogCompanyETLArtificial Intelligence3 APIs44.6Flume HealthHealthcareHealth PlansPayersHealthcare Data2 APIs44.2FrendsIntegrationiPaaSAPI ManagementWorkflow Automation2 APIs42.5Google Cloud Data FusionData PipelineETLGoogle Cloud1 API42.3VioletlabsCompanyHardwareEngineeringManufacturing1 API42.3PolytomicReverse ETLUnified APIELT1 API41.8PopsinkCompanyChange Data CaptureData Replication2 APIs41.1BauplanData EngineeringAI AgentsServerless PlatformData Pipeline2 APIs40.7End CloseCompanyReconciliationPaymentsFinancial Operations1 API40.6Apache NiFiDataflowsETLIoT1 API39.9
Thin 29 Limited public surface area
InfoworksData EngineeringData IngestionData Pipeline1 API39.2Import2CompanyData MigrationCRM1 API38.4ReltioCompanyData AnalyticsMaster Data ManagementMDM1 API38.4CherreReal EstateProperty IntelligenceKnowledge Graph1 API36.7LumeCompanyData MappingETL1 API36.5CloudQueryCloud InfrastructureCloud Asset InventoryCSPMCloud Governance1 API35.8IncortaCompanyEnterpriseAnalyticsBusiness Intelligence1 API35.5EstuaryStreaming ETLChange Data CaptureReal-Time Data1 API35.3PrevedereCompanyEconomic ForecastingPredictive AnalyticsDemand Planning1 API34.6Safe SoftwareCompanySpatial AnalyticsArtificial Intelligence1 API34.1NetterCompanyDataData PlatformAnalytics1 API33.4CoralCompanyArtificial IntelligenceAgentsMCP31.9OpenLatticeCompanyEntity Data ModelPublic Sector1 API31.8Qlik CloudAnalyticsBusiness IntelligenceCloud13 APIs31.8MeroxaCompanyData AnalyticsData StreamingReal-Time Data31.6CaskCompanyBig DataData AnalyticsData Pipeline12 APIs31.2Import.ioData AggregationData ExtractionPricing Intelligence1 API31.17LearningsCompanyRetailPricingPrice Optimization30.3EtleapCompanyETLELT1 API29.2AtscaleAnalyticsBusiness IntelligenceArtificial Intelligence11 APIs29.1QuanTemplateCompanyInsuranceInsurtech1 API29.1ResultidCompanyOperational IntelligenceAnalyticsEnterprise Software1 API28.4Taxi - Describe How Your APIs and Data RelateAPI DescriptionOpen SourceQuery Language1 API27.9Marco PoloCompanyMCPEnterprise AIData Governance1 API27.8Apache SeaTunnelETLELTBatch1 API27.6ClarisightsCompanyMarketing AnalyticsMarketing IntelligenceBusiness Intelligence27.6PanoplyCompanyData WarehouseELT27.4dltHubCompanyDataData EngineeringETL27.1SkuidCompanyEnterprise SoftwareLow-CodeNo-Code26.6
Emerging 17 Early or largely undocumented
MeltanoCompanyEnterpriseELT25.7StreamkapStreamingETLChange Data CaptureKafka1 API25.6Kafka ConnectApache KafkaConnectorsETL3 APIs24.9Cask DataCompanyDeveloper ToolsData Pipeline24.0CinchyCompanyDataData CollaborationDataware22.5UBIX LabsArtificial IntelligenceAnalyticsMachine Learning4 APIs22.1JigsoCompanyArtificial IntelligenceEnterpriseBusiness Intelligence1 API20.5StreamSetsCompanyDataOpsData Pipeline1 API20.4LontiAutomationiPaaSLow-Code3 APIs19.5FerryCompanyIndustrial AIManufacturingManufacturing Execution System19.4JedoxCompanyEnterprise Performance ManagementFinancial Planning and AnalysisBudgeting and Forecasting19.4VeratrakCompanyPharmaceuticalsLife SciencesSupply Chain16.0DataMindCompanyDataAnalyticsETL15.3K2viewCompanyData PlatformArtificial Intelligence15.0Ascent PlatformCompanyFintechBanking1 API14.2Praxis AI (Vortexify)CompanyArtificial IntelligenceNo-Code12.6PrizedCompanyInternal ToolsArtificial IntelligenceLow-Code11.2
Minimal 16 Almost no public developer surface
PeregrineCompanyInfrastructurePublic SafetyLaw Enforcement10.0OptoscaleCompanyAquacultureFish FarmingMonitoring8.7ZenysisCompanyHealthHealth Intelligence7.3Arcion LabsCompanyChange Data CaptureData ReplicationDatabase5.6Relatable.ioCompanyMedTechMedical DevicesHealthcare5.1DatalogueCompanyData PreparationMachine Learning4.2dezhentechCompanyHealthcareHealth ITHospital Information Systems3.7Bone Health TechnologiesHealthDiagnosticsImagingBiomarkers3.3OsmosCompanyData IngestionData Onboarding3.3Star AnalyticsCompanyBusiness IntelligenceProcess Automation2.5AmiatoCompanyBig DataETL0.0Cross AccessCompanyEnterprise SoftwareAcquired0.0DWLCompanyAcquiredDefunctMaster Data Management0.0ItemfieldCompanyEnterpriseData 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 4 Complete, well-documented, and agent-ready
Clarivate Data Integration APIData integration uses Kettle Transformation with Servlets as output steps.74.7Qlik Data Integration APIREST API for managing data integration tasks, connections, and data pipelines.72.0Red Hat Connector Management APIREST API for managing connectors that enable integration between Red Hat services and external systems, sup...70.6Red Hat Streams for Apache Kafka Bridge APIHTTP bridge API for producing and consuming messages to Apache Kafka topics without requiring a native Kafk...70.6
Strong 10 Solid coverage with minor gaps
OCI Data Integration APIREST APIs for organizing data integration projects, creating data flows, pipelines, and tasks to extract, t...66.0Oracle Data Integration APIThe Data Integration API from Oracle — 85 operation(s) for data integration.66.0Business Central REST API Web ServicesRESTful web services layer for Business Central that provides the preferred integration method. Includes bu...63.7SQL Server Integration Services (SSIS) APIProgrammable object model for building, managing, and executing ETL data integration packages in SQL Server.62.7Redis Data Integration APIThe Data Integration API from Redis — 3 operation(s) for data integration.59.4Funnel File Import Webhook APIThe Funnel File Import Webhook API is a documented inbound HTTP endpoint that lets a customer hand Funnel l...58.5SAP Datasphere APIAPIs for data warehousing, catalog access, and consumption of analytical and relational models.55.4SAP Master Data Integration APIAPIs for centralizing and harmonizing master data across SAP and third-party applications.55.4Datarails Data Gateway Service (DGS)REST file-upload endpoint used to push a CSV or Excel file into a Datarails Filebox. Authenticated with HTT...55.3Fivetran REST APIThe Fivetran REST API allows programmatic management of all platform resources including users, roles, team...55.0
Developing 8 Usable, with meaningful gaps to close
Syncari Embed APIREST API for embedding and automating Syncari. Covers instance provisioning, synapse create/test/activate, ...53.9Adverity Management APIThe Adverity Management API provides programmatic access to the Adverity platform for managing datastreams,...53.7Tableau Web Data ConnectorThe Tableau Web Data Connector (WDC) provides an SDK for building connectors to any data accessible over HT...50.9Informatica Data Integration REST APIThe Data Integration REST API provides programmatic access to manage data integration assets and operations...50.2Skyvia Public APIREST management API for the Skyvia platform. Programmatically read and control account users and invitation...47.8SAP HANA Smart Data Integration APIAPIs for data provisioning, replication, and integration.44.8QlikView QVX SDK APIThe Qlik data eXchange (QVX) SDK enables developers to build custom connectors for integrating external dat...41.7Workday Prism Analytics REST APIREST API for working with Workday Prism Analytics tables, data change tasks, and datasets. Enables programm...40.6
Thin 13 Limited public surface area
Empatica Cloud APICloud-to-cloud API that connects Empatica Health Monitoring Platform data to a sponsor's or CRO's own clini...38.5Reltio Context Intelligence Platform REST APITenant-scoped REST API for the Reltio Context Intelligence Platform: entities, relations, interactions, ref...38.4Lume APIREST API for automating data mappings and transformations with AI. Create and run Flows, manage target sche...36.5CloudQuery Platform APIREST API for managing CloudQuery Platform multi-tenant accounts, syncs, sources, destinations, and API keys...35.8Prevedere Data Integration APIThe Data Integration API from Prevedere — 3 operation(s) for data integration.34.6Sage X3 Data Integration APIImport/export and data integration API for Sage X3 enabling bulk data operations, batch task submissions, a...34.3Sage X3 GraphQL APIGraphQL interface for querying and mutating Sage X3 data. Provides a flexible, strongly-typed schema for ac...34.3Circana Intelligence Suite APIIntelligence Suite helps integrate, harmonize, and automate data workflows with hundreds of pre-built conne...34.1Qlik Data IntegrationAPIs for data integration, ETL processes, and data pipeline management.31.8CDAP Pipeline MicroservicesProgrammatically create, deploy, run, and inspect CDAP data pipelines (the Hydrator / Data Fusion pipeline ...31.2CDAP Replication MicroservicesManage CDAP replication (change data capture) jobs that stream changes from source databases into analytic ...31.2ARGUS APIThe ARGUS API is a cloud-based integration gateway that provides programmatic access to data in ARGUS Enter...30.2Crunchtime Inventory & Labor APIsREST data-integration API for Crunchtime's Inventory Management, Labor & Scheduling, and Cruise products. G...28.6
Emerging 4 Early or largely undocumented
UBIX DataSpace APIAPI for the UBIX DataSpace module enabling data ingestion, transformation, and management across enterprise...22.1UBIX Insights APIThe UBIX Insights API enables programmatic access to AI-generated analytics, insights, and model outputs fr...22.1StreamSets Control Hub APIREST API for IBM StreamSets Control Hub — the cloud-native control plane for designing, deploying, orchestr...20.4FBN AnalyticsPrecision-agronomy product that ingests planting, application, and harvest data from 60+ precision monitor ...19.7

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 Empatica Farmers Business Network Microsoft Dynamics NAV Microsoft SQL Server Oracle QlikView Red Hat Redis Sage X3 SAP SAP HANA Tableau Workday Reporting

Score breakdown

Frequency
59.8
log-scaled weighted occurrences
Breadth
2.9
spread across providers
Quality lift
43.9
mean composite of providers using it
Cohesion
31.4
strength of nearest seed neighbor

Where this tag sits

112 providers carry this tag directly, and 160 counting the 3 narrower tags below — 48 more to reach.

ETL 79 providers ELT 16 providers Change Data Capture 21 providers

Related tags

ETL 47 co-occurrences Data Pipeline 24 co-occurrences Change Data Capture 13 co-occurrences ELT 12 co-occurrences Connectors 19 co-occurrences Business Intelligence 24 co-occurrences iPaaS 12 co-occurrences Data Engineering 9 co-occurrences

Where this tag comes from

Provider tag112
Api tag39
Openapi tag3
Openapi op tag16

Cohort brief

Auto-generated

The 102 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
102
all scored
Mean Kin Score
38.7
+15.8 vs catalog 22.9
Mean Agent Readiness
23.3
+11.4 vs catalog 11.9
Spread
3.3–86.8
median 38.4 · σ 18
How the 102 split by band
Exemplar 6Strong 16Developing 27Thin 29Emerging 17Minimal 7
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 45 23.2 +21.8 102
Access Clarity 43.5 26.5 +17 102
Operational Transparency 28.5 13.7 +14.8 102
Contract Quality 30.6 17.6 +13 102
Discoverability 65.6 58.1 +7.5 102
Contract Governance 12.8 6.3 +6.5 102

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) 34% 14% +20
MCP server (first-party) 31% 12% +19
Agent Skills 0% 0% 0
OAuth scopes 21% 11% +10
Security 99% 98% +1
Arazzo workflows 6% 2% +4
Governance rules 21% 14% +7

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 86.8
  2. 2 Power Query 75.8
  3. 3 Azure Data Factory 72
  4. 4 Qlik Sense 72
  5. 5 Airbyte 70.3
  6. 6 Boomi 67.6
  7. 7 Improvado 65.4
  8. 8 Nexla 64.7
  9. 9 Oneschema 63.6
  10. 10 Talend 63
Top by Agent Readiness
  1. 1 Airweave 60.2
  2. 2 Datarails 56.7
  3. 3 Informatica 54.4
  4. 4 Improvado 53.2
  5. 5 Weld 53
  6. 6 Talend 51.9
  7. 7 Flume Health 51.2
  8. 8 Syncari 50
  9. 9 Funnel 48.7
  10. 10 Precog 47.8
All 112 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 5 October 2026, across 29093 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

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

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