established · 1.0 capabilitymarket actiondomain

Data Pipeline

Score 26.4 / 100 75 providers 11 APIs Search apis.io →
Variants seen in the corpus: Data PipelineData Pipelinesdata-pipeline

Providers using this tag (75)

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

Exemplar 3 Complete, well-documented, and agent-ready
RudderStackCustomer Data PlatformCDPOpen-Source13 APIs80.2DynatraceAI OperationsAnalyticsAPMApplication Performance Monitoring34 APIs71.8AirbyteData IntegrationETLELTOpen-Source44 APIs66.6
Strong 6 Solid coverage with minor gaps
ImprovadoCompanyMarketingMarketing IntelligenceMarketing Analytics3 APIs64.2DagsterData EngineeringData OrchestrationETL4 APIs62.1FelderaCompanyData InfrastructureStreamingSQL6 APIs58.3Seqera LabsCompanyBioinformaticsWorkflow Orchestration28 APIs57.6mParticleCustomer Data PlatformCDPAnalyticsIdentity Resolution6 APIs57.2TowerData InfrastructureData EngineeringPythonApache Iceberg27 APIs55.8
Developing 20 Usable, with meaningful gaps to close
AstronomerCompanyData OrchestrationApache Airflow15 APIs53.1OracleCloudDatabaseEnterpriseInfrastructure378 APIs53.0Amazon GlueAnalyticsData CatalogData Integration202 APIs52.3Amazon Data PipelineData ProcessingETLWorkflows4 APIs50.5Improvado.ioCompanyMarketingAnalyticsData Integration1 API49.5Apache AirflowApacheDAGETL19 APIs48.7Google Cloud ComposerApache AirflowGoogle CloudWorkflow Orchestration3 APIs47.0WeldCompanyDataETLELT13 APIs46.7CriblConfigurationData LakeData Routing32 APIs46.6KestraAutomationEvent-DrivenOrchestration7 APIs46.6PrecogCompanyData IntegrationETLArtificial Intelligence12 APIs45.5Twilio SegmentCompanyCustomer Data PlatformCDPIdentity Resolution23 APIs45.2CoalesceData TransformationSnowflakeData Catalog7 APIs44.3SnowplowAnalytics PlatformBehavioral DataData CollectionData Engineering4 APIs43.6ExpansoCompanyDistributed ComputingEdge ComputingCompute Orchestration2 APIs43.3DatafoldData ReliabilityData DiffData QualityColumn-Level Lineage13 APIs42.5Prophecy.ioCompanyData EngineeringETL5 APIs42.4Google Cloud Data FusionData IntegrationETLGoogle Cloud3 APIs42.3TessellDatabasesDatabase-as-a-ServiceMulti-CloudOracle82 APIs41.0DecodableStream ProcessingApache FlinkDebeziumReal-Time Data5 APIs39.4
Thin 23 Limited public surface area
Apache AirflowWorkflow OrchestrationOpen-SourceApache26 APIs39.2PrefectAutomationOrchestrationPython63 APIs39.1JitsuEvent DataCDPAnalytics2 APIs39.0KeboolaData PlatformETLELT79 APIs38.8SequinChange Data CaptureCDCPostgresStreaming5 APIs38.8CalyptiaCompanyInfrastructureObservabilityTelemetry41 APIs37.9HolisticsBusiness IntelligenceAnalyticsSelf-Service BIData Modeling5 APIs37.8EstuaryData IntegrationStreaming ETLChange Data CaptureCDC8 APIs36.9MatillionData IntegrationETLELT9 APIs36.1FivetranConnectorsData IntegrationETL9 APIs35.2MageOrchestrationETLData Engineering4 APIs35.2Microsoft SQL ServerCloudData ManagementDatabaseEnterprise14 APIs34.2AcceldataAI AgentsData ManagementData Observability7 APIs34.1Y42DataOpsOrchestrationdbt5 APIs33.9Estuary FlowDataStreamingChange Data CaptureCDC4 APIs33.7Apache NiFiData IntegrationDataflowsETLIoT6 APIs33.5BruinCompanyDataData Engineering32.4TimberCompanyDeveloper ToolsObservabilityLogs1 API32.4CaskCompanyBig DataData Analytics12 APIs30.1ElementlCompanyOpen-SourceData OrchestrationData Engineering29.9MeroxaCompanyData AnalyticsData StreamingReal-Time Data29.7EtleapCompanyData IntegrationETLELT1 API28.7dltHubCompanyDataData EngineeringETL27.7
Emerging 16 Early or largely undocumented
PachydermCompanyMLOpsData Versioning1 API25.8MeltanoCompanyEnterpriseData IntegrationELT25.5Apache DolphinSchedulerApacheDAGOpen-Source1 API25.4MercorTalent MarketplaceHuman IntelligenceRLHFSFT7 APIs25.4Apache BeamApacheBatch ProcessingETL2 APIs23.6Ascend.ioCompanyBig DataData Engineering1 API22.6Cask DataCompanyDeveloper ToolsData Integration22.4Alkera AiCompanyData EngineeringAI Agents21.7VectorLogsMetricsObservability3 APIs21.4StreamSetsCompanyData IntegrationDataOps1 API21.2DatavoloCompanyDataflowsApache NiFi18.6graph8SalesRevenueBusiness IntelligenceContacts1 API17.6DatabandCompanyEnterpriseData ObservabilityData Engineering17.2UpsolverCompanyDataData Lakehouse1 API17.1CHAOSSAnalyticsCommunity HealthDEILinux Foundation4 APIs12.1AnalyticsAnalyticsBusiness IntelligenceCustomer Data Platform11.0
Minimal 7 Almost no public developer surface
AloomaCompanyETLData Integration6.4TwirlCompanySoftware-as-a-ServiceDataData Platform6.1IsidorCompanyArtificial IntelligenceEnterprise AIMachine-Learning5.0ObservoCompanyObservabilitySecurity5.0Observo AiCompanyObservabilitySecurity5.0OsmosCompanyData IngestionData OnboardingData Integration5.0RJMetricsCompanyAnalyticsBusiness Intelligence5.0

APIs with this tag (11)

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 1 Complete, well-documented, and agent-ready
Dynatrace OpenPipeline APIThe Dynatrace OpenPipeline API enables configuration of data ingestion pipelines that handle observability,...71.8
Strong 1 Solid coverage with minor gaps
Improvado Embedded API v3Workspace-scoped REST API for embedding Improvado's data extraction, transformation, and load pipeline into...64.2
Developing 2 Usable, with meaningful gaps to close
OCI Data Integration APIREST APIs for organizing data integration projects, creating data flows, pipelines, and tasks to extract, t...53.0Tessell data-pipeline APIThe data-pipeline API from Tessell — 14 operation(s) for data-pipeline.41.0
Thin 2 Limited public surface area
Holistics Data Pipeline APIExecute data imports and transforms.37.8SQL Server Integration Services (SSIS) Catalog APIAPI for managing SSIS packages, projects, and execution in the SSIS Catalog.34.2
Emerging 5 Early or largely undocumented
Pachyderm gRPC APIPachyderm's platform API, exposed over gRPC/protobuf. Core services are PFS (data versioning — repos, commi...25.8Mercor Data PipelinesMercor's managed data-pipeline product for designing and operating large, expert-driven labeling and evalua...25.4StreamSets Control Hub APIREST API for IBM StreamSets Control Hub — the cloud-native control plane for designing, deploying, orchestr...21.2Upsolver SQLake APIHTTP API behind the Upsolver SQLake platform, used by the first-party Python SDK (DB API 2.0), CLI, and dbt...17.1CHAOSS GrimoireLabGrimoireLab is an open source platform for software development analytics. It pulls data from 30+ data sour...12.1

Score breakdown

Frequency
53.4
log-scaled weighted occurrences
Breadth
2.1
spread across providers
Quality lift
42.8
mean composite of providers using it
Cohesion
26.2
strength of nearest seed neighbor

Related tags

ETL 33 co-occurrences Data Engineering 16 co-occurrences Data Integration 21 co-occurrences ELT 8 co-occurrences Change Data Capture 7 co-occurrences Orchestration 14 co-occurrences Destinations 7 co-occurrences DataOps 5 co-occurrences

Where this tag comes from

Provider tag69
Api tag11
Openapi tag2
Openapi op tag18

Cohort brief

Auto-generated

The 75 providers in the APIs.io catalog tagged Data Pipeline, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
75
all scored
Mean Kin Score
35.4
+14.7 vs catalog 20.7
Mean Agent Readiness
18.4
+8.7 vs catalog 9.7
Spread
5–80.2
median 36.1 · σ 16.7
How the 75 split by band
Exemplar 3Strong 6Developing 20Thin 23Emerging 16Minimal 7
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 40 17.9 +22.1 75
Contract Quality 34.6 17.5 +17.1 75
Operational Transparency 26.5 11.3 +15.2 75
Access Clarity 34.6 22.3 +12.3 75
Discoverability 68.9 60.4 +8.5 75
Contract Governance 12.4 6.4 +6 75

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% 16% +20
MCP server (first-party) 15% 7% +8
Agent Skills 0% 0% 0
OAuth scopes 17% 9% +8
Security 93% 88% +5
Arazzo workflows 9% 2% +7
Governance rules 28% 13% +15

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 RudderStack 80.2
  2. 2 Dynatrace 71.8
  3. 3 Airbyte 66.6
  4. 4 Improvado 64.2
  5. 5 Dagster 62.1
  6. 6 Feldera 58.3
  7. 7 Seqera Labs 57.6
  8. 8 mParticle 57.2
  9. 9 Tower 55.8
  10. 10 Astronomer 53.1
Top by Agent Readiness
  1. 1 Improvado 58.8
  2. 2 RudderStack 52
  3. 3 mParticle 50.5
  4. 4 Precog 50
  5. 5 Airbyte 43.9
  6. 6 Oracle 41.9
  7. 7 Tower 41.6
  8. 8 Weld 36.8
  9. 9 Prefect 33.3
  10. 10 Keboola 32.7
All 75 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

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

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

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