established · 0.0 capabilitymarket actiondomain

Data Pipeline

Score 26.2 / 100 71 providers +6 via APIs 11 APIs Search apis.io →
Variants seen in the corpus: Data Pipelinedata-pipeline

Providers using this tag (71)

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

Exemplar 2 Complete, well-documented, and agent-ready
RudderStackCustomer Data PlatformCDPOpen-Source1 API76.2AirbyteData IntegrationETLELTOpen-Source1 API67.4
Strong 8 Solid coverage with minor gaps
NexlaCompanyData IntegrationData EngineeringETL4 APIs64.1ImprovadoCompanyMarketingMarketing IntelligenceMarketing Analytics1 API61.9DagsterData EngineeringData OrchestrationETL1 API60.6FelderaCompanyData InfrastructureStreamingSQL1 API59.1Amazon GlueAnalyticsData CatalogData Integration1 API56.2Seqera LabsCompanyBioinformaticsWorkflow Orchestration1 API55.4mParticleCustomer Data PlatformCDPAnalyticsIdentity Resolution3 APIs54.6TowerData InfrastructureData EngineeringPythonApache Iceberg1 API54.3
Developing 23 Usable, with meaningful gaps to close
AcceldataAI AgentsData ManagementData Observability3 APIs53.7AstronomerCompanyData OrchestrationApache Airflow1 API52.2Amazon Data PipelineData ProcessingETLWorkflows1 API51.2KestraAutomationEvent-DrivenOrchestration1 API50.7PrefectAutomationOrchestrationPython1 API49.4Improvado.ioCompanyMarketingAnalyticsData Integration1 API49.2CriblConfigurationData LakeData Routing6 APIs46.2Apache AirflowApacheDAGETL1 API45.4Google Cloud ComposerApache AirflowGoogle CloudWorkflow Orchestration1 API45.0WeldCompanyDataETLELT1 API44.7Twilio SegmentCompanyCustomer Data PlatformCDPIdentity Resolution4 APIs44.3Apache AirflowWorkflow OrchestrationOpen-SourceApache1 API43.1CoalesceData TransformationSnowflakeData Catalog1 API43.1Prophecy.ioCompanyData EngineeringETL5 APIs42.7PrecogCompanyData IntegrationETLArtificial Intelligence3 APIs42.2KeboolaData PlatformETLELT14 APIs42.1SnowplowAnalytics PlatformBehavioral DataData CollectionData Engineering1 API41.7DatafoldData ReliabilityData DiffData QualityColumn-Level Lineage1 API41.2ExpansoCompanyDistributed ComputingEdge ComputingCompute Orchestration1 API41.1Apache NiFiData IntegrationDataflowsETLIoT1 API40.3Google Cloud Data FusionData IntegrationETLGoogle Cloud1 API40.3JitsuEvent DataCDPAnalytics1 API40.0DecodableStream ProcessingApache FlinkDebeziumReal-Time Data1 API39.8
Thin 21 Limited public surface area
EstuaryData IntegrationStreaming ETLChange Data CaptureReal-Time Data1 API38.4SequinChange Data CapturePostgresStreamingOpen-Source1 API38.1FivetranConnectorsData IntegrationETL1 API36.3InfoworksData EngineeringData IntegrationData Ingestion1 API36.2Estuary FlowDataStreamingChange Data CaptureETL4 APIs36.1MageOrchestrationETLData Engineering1 API35.6CalyptiaCompanyInfrastructureObservabilityTelemetry1 API35.0MatillionData IntegrationETLELT1 API34.9Apache DolphinSchedulerApacheDAGOpen-Source1 API34.4Y42DataOpsOrchestrationdbt1 API33.3BruinCompanyDataData Engineering32.4TimberCompanyDeveloper ToolsObservabilityLogs1 API32.4CaskCompanyBig DataData Analytics12 APIs30.1ElementlCompanyOpen-SourceData OrchestrationData Engineering29.9MeroxaCompanyData AnalyticsData StreamingReal-Time Data29.7Apache BeamApacheBatch ProcessingETL2 APIs29.1PachydermCompanyMLOpsData Versioning1 API28.2graph8SalesRevenueBusiness IntelligenceContacts1 API27.9MercorTalent MarketplaceHuman IntelligenceRLHFSFT7 APIs27.8dltHubCompanyDataData EngineeringETL27.7EtleapCompanyData IntegrationETLELT1 API27.4
Emerging 10 Early or largely undocumented
MeltanoCompanyEnterpriseData IntegrationELT25.5VectorLogsMetricsObservability3 APIs24.0Cask DataCompanyDeveloper ToolsData Integration23.1Ascend.ioCompanyBig DataData Engineering1 API22.6Alkera AiCompanyData EngineeringAI Agents21.7StreamSetsCompanyData IntegrationDataOps1 API21.2DatavoloCompanyDataflowsApache NiFi19.4DatabandCompanyEnterpriseData ObservabilityData Engineering18.0UpsolverCompanyDataData Lakehouse1 API17.1AnalyticsAnalyticsBusiness IntelligenceCustomer Data Platform11.8
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,...86.5
Strong 3 Solid coverage with minor gaps
Improvado Embedded API v3Workspace-scoped REST API for embedding Improvado's data extraction, transformation, and load pipeline into...61.9OCI Data Integration APIREST APIs for organizing data integration projects, creating data flows, pipelines, and tasks to extract, t...60.2SQL Server Integration Services (SSIS) Catalog APIAPI for managing SSIS packages, projects, and execution in the SSIS Catalog.59.6
Developing 2 Usable, with meaningful gaps to close
Tessell data-pipeline APIThe data-pipeline API from Tessell — 14 operation(s) for data-pipeline.44.3CHAOSS GrimoireLabGrimoireLab is an open source platform for software development analytics. It pulls data from 30+ data sour...40.8
Thin 3 Limited public surface area
Holistics Data Pipeline APIExecute data imports and transforms.38.2Pachyderm gRPC APIPachyderm's platform API, exposed over gRPC/protobuf. Core services are PFS (data versioning — repos, commi...28.2Mercor Data PipelinesMercor's managed data-pipeline product for designing and operating large, expert-driven labeling and evalua...27.8
Emerging 2 Early or largely undocumented
StreamSets 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...17.1

Companies reaching this through an API (6)

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

CHAOSS Dynatrace Holistics Microsoft SQL Server Oracle Tessell

Score breakdown

Frequency
53.4
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
40.9
mean composite of providers using it
Cohesion
27.8
strength of nearest seed neighbor

Related tags

ETL 35 co-occurrences Data Engineering 18 co-occurrences Data Integration 24 co-occurrences ELT 9 co-occurrences Change Data Capture 10 co-occurrences Orchestration 14 co-occurrences Snowflake 7 co-occurrences DataOps 5 co-occurrences

Where this tag comes from

Provider tag71
Api tag11
Openapi tag2
Openapi op tag18

Cohort brief

Auto-generated

The 68 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
68
all scored
Mean Kin Score
37.4
+13.5 vs catalog 23.9
Mean Agent Readiness
20.6
+8.6 vs catalog 12
Spread
5–76.2
median 38.3 · σ 15.1
How the 68 split by band
Exemplar 2Strong 8Developing 23Thin 21Emerging 10Minimal 4
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 44.5 23.4 +21.1 68
Contract Quality 35.8 19.8 +16 68
Operational Transparency 28.7 14 +14.7 68
Access Clarity 37.3 26.5 +10.8 68
Discoverability 67.1 61.2 +5.9 68
Contract Governance 10.6 6.4 +4.2 68

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% 10% +14
MCP server (first-party) 26% 13% +13
Agent Skills 0% 0% 0
OAuth scopes 18% 11% +7
Security 97% 97% 0
Arazzo workflows 7% 2% +5
Governance rules 28% 14% +14

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 76.2
  2. 2 Airbyte 67.4
  3. 3 Nexla 64.1
  4. 4 Improvado 61.9
  5. 5 Dagster 60.6
  6. 6 Feldera 59.1
  7. 7 Amazon Glue 56.2
  8. 8 Seqera Labs 55.4
  9. 9 mParticle 54.6
  10. 10 Tower 54.3
Top by Agent Readiness
  1. 1 RudderStack 57.2
  2. 2 Acceldata 56.3
  3. 3 Improvado 53.2
  4. 4 mParticle 48.4
  5. 5 Precog 47.8
  6. 6 Airbyte 45.6
  7. 7 Tower 43.3
  8. 8 Nexla 43.1
  9. 9 Prefect 42.3
  10. 10 Keboola 38.4
All 71 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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/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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