established · 1.0 capabilitymarket actiondomain

ETL

Score 26.1 / 100 79 providers +16 via APIs 25 APIs Search apis.io →
Variants seen in the corpus: Extract Transform LoadETL

Providers using this tag (79)

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

Exemplar 3 Complete, well-documented, and agent-ready
Power QueryBusiness IntelligenceData IntegrationData Transformation3 APIs75.8Azure Data FactoryData IntegrationELTData Pipeline1 API72.0AirbyteData IntegrationELTOpen Source1 API70.3
Strong 18 Solid coverage with minor gaps
SingularCompanyMarketing AnalyticsMobile AttributionAttribution11 APIs65.8ImprovadoCompanyMarketingMarketing IntelligenceMarketing Analytics1 API65.4DatabricksCleanroomDatabricksArtificial IntelligenceAnalytics1 API65.3NexlaCompanyData IntegrationData Engineering4 APIs64.7StructifyCompanyArtificial IntelligenceDataWeb Scraping1 API64.5OneschemaCompanyData OnboardingCSV ImportData Validation14 APIs63.6TalendAPI ManagementData IntegrationData Quality17 APIs63.0BemCompanyDocument ProcessingUnstructured DataData Extraction1 API60.1DagsterData EngineeringData OrchestrationData Pipeline1 API59.6Google Cloud DataflowApache BeamBatch ProcessingBig DataData Processing1 API59.3Azure Synapse AnalyticsAnalyticsApache SparkBig DataData Integration30 APIs59.2Amazon Glue DataBrewData AnalyticsData PreparationMachine Learning1 API58.9Amazon RedshiftAnalyticsBig DataCloudData Lake2 APIs58.8FunnelCompanyMarketingMarketing IntelligenceMarketing Data3 APIs58.53-shakeCompanySREData Integration1 API57.0MatillionData IntegrationELTData Pipeline1 API55.9TowerData InfrastructureData EngineeringPythonApache Iceberg1 API55.4FivetranConnectorsData IntegrationData Pipeline1 API55.0
Developing 21 Usable, with meaningful gaps to close
AdverityCompanyData AnalyticsMarketing AnalyticsData Integration2 APIs53.7DefiniteCompanyDataAnalyticsBusiness Intelligence1 API52.8Amazon Data PipelineData ProcessingWorkflowsData Pipeline1 API52.2InformaticaAddress VerificationB2B GatewayCloud ServicesData Governance1 API50.2Amazon AppFlowConnectorsDataflowsData Integration3 APIs48.7ArtieCompanyData ReplicationChange Data CaptureData Integration1 API47.9SkyviaData IntegrationiPaaSELT1 API47.8AlteryxAnalyticsAutomationData EngineeringData Preparation1 API47.7Apache AirflowApacheDAGData Pipeline27 APIs47.6MinuboCompanyE-CommerceBusiness IntelligenceAnalytics1 API46.0WeldCompanyDataELT1 API45.3PrecogCompanyData IntegrationArtificial Intelligence3 APIs44.6API Calendrier Marocain | Jours Fériés & Ouvrables REST + SDK PythonHolidaysMoroccoCalendarBusiness Days2 APIs44.4FlatfileData ExchangeData IngestionData OnboardingData Validation1 API44.2KeboolaData PlatformELTData Pipeline14 APIs42.6Google Cloud Data FusionData IntegrationData PipelineGoogle Cloud1 API42.3UnstructuredDocument ProcessingRAGLLM2 APIs41.7PopsinkCompanyChange Data CaptureData ReplicationData Integration2 APIs41.1Prophecy.ioCompanyData EngineeringData Pipeline5 APIs40.6AWS GlueDataData CatalogAnalytics203 APIs40.1Apache NiFiData IntegrationDataflowsIoT1 API39.9
Thin 19 Limited public surface area
InfoworksData EngineeringData IntegrationData IngestionData Pipeline1 API39.2SAP BWBusiness IntelligenceData WarehousingEnterprise4 APIs38.0LumeCompanyData IntegrationData Mapping1 API36.5Estuary FlowDataStreamingChange Data Capture4 APIs35.7HotglueConnectorsEmbedded IntegrationsIntegration Platform1 API35.6XceptorAPI IntegrationData AutomationData ExtractionDocument Processing3 APIs35.3BruinCompanyDataData EngineeringData Pipeline34.2Apache HiveApacheBig DataData Warehouse1 API34.1Spring BatchBatch ProcessingData ProcessingEnterprise1 API33.9MageData PipelineOrchestrationData Engineering1 API33.5NetterCompanyDataData PlatformAnalytics1 API33.4OnehouseCompanyDeveloper ToolsData LakehouseData Engineering1 API32.6CaskCompanyBig DataData AnalyticsData Pipeline12 APIs31.2SoundCommerceCompanyEnterpriseDataData Platform30.9Apache FlumeApacheData CollectionLog Aggregation1 API29.9EtleapCompanyData IntegrationELT1 API29.2Apache BeamApacheBatch ProcessingData Pipeline2 APIs28.9Apache SeaTunnelData IntegrationELTBatch1 API27.6dltHubCompanyDataData Engineering27.1
Emerging 13 Early or largely undocumented
StreamkapStreamingChange Data CaptureKafka1 API25.6Kafka ConnectApache KafkaConnectorsData Integration3 APIs24.9Cask DataCompanyDeveloper ToolsData IntegrationData Pipeline24.0Ascend.ioCompanyBig DataData EngineeringData Pipeline1 API22.4StreamSetsCompanyData IntegrationDataOpsData Pipeline1 API20.4Apache PigBig DataData AnalysisHadoop2 APIs19.6DatavoloCompanyData PipelineDataflowsApache NiFi19.6TrifactaCompanyData PreparationData WranglingData Engineering1 API19.6Revolution RECompanyReal EstatePropTechMultifamily18.8Apache SqoopBig DataData TransferHadoop1 API16.5UpsolverCompanyDataData PipelineData Lakehouse1 API16.3DataMindCompanyDataAnalytics15.3LogstashData ProcessingLog ManagementPipelines1 API14.1
Minimal 4 Almost no public developer surface
Arcion LabsCompanyChange Data CaptureData ReplicationDatabase5.6OsmosCompanyData IngestionData OnboardingData Integration3.3AmiatoCompanyBig DataData Integration0.0ItemfieldCompanyEnterpriseData IntegrationData Transformation0.0
Unrated 1 Not yet scored
AloomaCompanyData IntegrationData Pipeline

APIs with this tag (25)

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
Salesforce Bulk APIThe Salesforce Bulk API is a specialized REST-based interface that enables asynchronous processing of large...91.0Cloudflare Pipelines APIThe Cloudflare Pipelines API enables developers to ingest events via HTTP endpoints or Worker bindings, tra...80.6Treasure Data Bulk Loads APIBulk load sessions from external sources76.2Qlik Data Integration APIREST API for managing data integration tasks, connections, and data pipelines.72.0
Strong 7 Solid coverage with minor gaps
OCI Data Integration APIREST APIs for organizing data integration projects, creating data flows, pipelines, and tasks to extract, t...66.0Improvado Embedded API v3Workspace-scoped REST API for embedding Improvado's data extraction, transformation, and load pipeline into...65.4Databricks Pipelines APIThe Databricks Pipelines API allows you to create, edit, delete, start, and stop Delta Live Tables pipeline...65.3Pipelines APICreate, edit, delete, start, and view details about Delta Live Tables pipelines for building reliable data ...63.1SQL Server Integration Services (SSIS) APIProgrammable object model for building, managing, and executing ETL data integration packages in SQL Server.62.7SQL Server Integration Services (SSIS) Catalog APIAPI for managing SSIS packages, projects, and execution in the SSIS Catalog.62.7Fivetran REST APIThe Fivetran REST API allows programmatic management of all platform resources including users, roles, team...55.0
Developing 5 Usable, with meaningful gaps to close
Tableau Hyper APIAPI for creating, reading, and updating Hyper files, which are the data files that power Tableau extracts.50.9Informatica Data Integration REST APIThe Data Integration REST API provides programmatic access to manage data integration assets and operations...50.2Minubo ETL APIETL endpoints46.0SAP HANA Smart Data Integration APIAPIs for data provisioning, replication, and integration.44.8Temenos Operational Data Store APIsAPIs built on the near real-time Operational Data Store from Temenos Transact Data Hub, presenting data in ...42.5
Thin 7 Limited public surface area
Tableau Hyper APICreate, read, update, and delete data in .hyper files for use in Tableau Desktop and Server with high-perfo...39.1Oracle Planning Data Management APIREST API for data integration and management in Oracle Planning applications. Provides endpoints for runnin...36.6Lume APIREST API for automating data mappings and transformations with AI. Create and run Flows, manage target sche...36.5Redpanda Connect (Benthos) APIRedpanda Connect (formerly Benthos) is a declarative stream-processor exposing an HTTP API for managing pip...33.3Qlik 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 ...31.2Cornerstone Bulk APIReliably import large volumes of data into Cornerstone either as a one-time load or recurring system-to-sys...30.1
Emerging 2 Early or largely undocumented
UBIX DataSpace APIAPI for the UBIX DataSpace module enabling data ingestion, transformation, and management across enterprise...22.1Apache Sqoop CLIApache Sqoop provides a command-line interface for bulk data transfer between Hadoop and relational databas...16.5

Companies reaching this through an API (16)

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

Azure Databricks Cloudflare Cornerstone OnDemand Microsoft SQL Server Oracle Oracle Planning Qlik Cloud Qlik Sense Redpanda Salesforce SAP HANA Tableau Tableau Desktop Temenos Transact Treasure Data UBIX Labs

Score breakdown

Frequency
55.2
log-scaled weighted occurrences
Breadth
2.1
spread across providers
Quality lift
49.9
mean composite of providers using it
Cohesion
12.1
strength of nearest seed neighbor

Where this tag sits

Data Integration broader

Related tags

Data Integration 47 co-occurrences Data Pipeline 33 co-occurrences Data Engineering 19 co-occurrences ELT 11 co-occurrences Connectors 20 co-occurrences Change Data Capture 11 co-occurrences Data Warehouse 13 co-occurrences Big Data 15 co-occurrences

Where this tag comes from

Provider tag79
Api tag25
Openapi tag1
Openapi op tag5

Cohort brief

Auto-generated

The 76 providers in the APIs.io catalog tagged ETL, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
76
all scored
Mean Kin Score
41.6
+18.7 vs catalog 22.9
Mean Agent Readiness
25.1
+13.2 vs catalog 11.9
Spread
3.3–75.8
median 41.4 · σ 16.7
How the 76 split by band
Exemplar 3Strong 18Developing 21Thin 19Emerging 13Minimal 2
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 49.7 23.2 +26.5 76
Contract Quality 36.3 17.6 +18.7 76
Access Clarity 42.9 26.5 +16.4 76
Operational Transparency 29.8 13.7 +16.1 76
Discoverability 66.3 58.1 +8.2 76
Contract Governance 13.3 6.3 +7 76

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) 36% 14% +22
MCP server (first-party) 31% 12% +19
Agent Skills 0% 0% 0
OAuth scopes 21% 11% +10
Security 99% 98% +1
Arazzo workflows 10% 2% +8
Governance rules 31% 14% +17

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 Power Query 75.8
  2. 2 Azure Data Factory 72
  3. 3 Airbyte 70.3
  4. 4 Singular 65.8
  5. 5 Improvado 65.4
  6. 6 Databricks 65.3
  7. 7 Nexla 64.7
  8. 8 Structify 64.5
  9. 9 Oneschema 63.6
  10. 10 Talend 63
Top by Agent Readiness
  1. 1 Informatica 54.4
  2. 2 Improvado 53.2
  3. 3 Weld 53
  4. 4 Talend 51.9
  5. 5 Databricks 51.5
  6. 6 Singular 50
  7. 7 Funnel 48.7
  8. 8 Precog 47.8
  9. 9 Airbyte 46.7
  10. 10 Streamkap 46
All 79 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

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

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