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 3 Complete, well-documented, and agent-ready

Salesforce Bulk APIThe Bulk API from Salesforce — 6 operation(s) for bulk.83.3 Treasure Data Bulk Loads APIBulk load sessions from external sources76.7 Treasure Data Data Warehouse Integration APIFirst class Data Warehouse Integration API — 10 operations for creating and running bulkload sessions again...76.7

Strong 4 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 Cloudflare Pipelines APIThe Cloudflare Pipelines API enables developers to ingest events via HTTP endpoints or Worker bindings, tra...62.0 Databricks Pipelines APIThe Databricks Pipelines API allows you to create, edit, delete, start, and stop Delta Live Tables pipeline...59.1 Pipelines APICreate, edit, delete, start, and view details about Delta Live Tables pipelines for building reliable data ...56.5

Developing 10 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...53.0 Azure Analytics APIREST APIs for Azure analytics services including Synapse Analytics, Data Factory, Stream Analytics, Data Ex...49.8 Minubo ETL APIETL endpoints49.0 SAP HANA Smart Data Integration APIAPIs for data provisioning, replication, and integration.47.6 CrossEngage Raw Export APIAsynchronous bulk data-out API for user and event data. List and inspect the (S)FTP export destinations and...46.7 Tableau Hyper APIAPI for creating, reading, and updating Hyper files, which are the data files that power Tableau extracts.46.6 Qlik Data Integration APIREST API for managing data integration tasks, connections, and data pipelines.46.4 Temenos Operational Data Store APIsAPIs built on the near real-time Operational Data Store from Temenos Transact Data Hub, presenting data in ...42.3 SQL Server Integration Services (SSIS) APIProgrammable object model for building, managing, and executing ETL data integration packages in SQL Server.40.5 Informatica Data Integration REST APIThe Data Integration REST API provides programmatic access to manage data integration assets and operations...39.5

Thin 11 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...38.8 Boltic Pipes APIThe Boltic Pipes API provides programmatic access to data synchronization pipelines that connect data sourc...37.9 Moody's RMS Data Bridge APIAdministers database connections and moves exposure and results data into and out of the Intelligent Risk P...37.1 Lume APIREST API for automating data mappings and transformations with AI. Create and run Flows, manage target sche...37.0 Oracle Planning Data Management APIREST API for data integration and management in Oracle Planning applications. Provides endpoints for runnin...36.9 Fivetran REST APIThe Fivetran REST API allows programmatic management of all platform resources including users, roles, team...35.2 SQL Server Integration Services (SSIS) Catalog APIAPI for managing SSIS packages, projects, and execution in the SSIS Catalog.34.2 Redpanda Connect (Benthos) APIRedpanda Connect (formerly Benthos) is a declarative stream-processor exposing an HTTP API for managing pip...33.8 Cornerstone Bulk APIReliably import large volumes of data into Cornerstone either as a one-time load or recurring system-to-sys...32.9 Qlik Data IntegrationAPIs for data integration, ETL processes, and data pipeline management.30.4 CDAP Pipeline MicroservicesProgrammatically create, deploy, run, and inspect CDAP data pipelines (the Hydrator / Data Fusion pipeline ...30.1

Emerging 3 Early or largely undocumented

Qlik Reload APITrigger and manage data reload operations for Qlik Sense apps.22.6 Apache Sqoop CLIApache Sqoop provides a command-line interface for bulk data transfer between Hadoop and relational databas...16.7 UBIX DataSpace APIAPI for the UBIX DataSpace module enabling data ingestion, transformation, and management across enterprise...15.6

Score breakdown

Frequency

56.3

log-scaled weighted occurrences

Breadth

2.8

spread across providers

Quality lift

46.6

mean composite of providers using it

Cohesion

10.9

strength of nearest seed neighbor

Where this tag comes from

Provider tag81

Api tag31

Openapi tag1

Openapi op tag5

Cohort brief

Auto-generated

The 103 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

103

all scored

Mean Kin Score

38.4

+17.7 vs catalog 20.7

Mean Agent Readiness

22.3

+12.6 vs catalog 9.7

Spread

5–83.3

median 37.1 · σ 15.6

How the 103 split by band

Exemplar 3Strong 11Developing 33Thin 33Emerging 18Minimal 5

Facet averages, against the whole catalog

Facet	This cohort	Catalog	Difference	Scored
Developer Ergonomics	43.3	17.9	+25.4	103
Contract Quality	39.4	17.5	+21.9	103
Access Clarity	38.1	22.3	+15.8	103
Operational Transparency	26	11.3	+14.7	103
Discoverability	70	60.4	+9.6	103
Contract Governance	15.4	6.4	+9	103

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

Artifact	This cohort	Catalog	Difference
MCP server (any)	44%	16%	+28
MCP server (first-party)	22%	7%	+15
Agent Skills	0%	0%	0
OAuth scopes	21%	9%	+12
Security	97%	88%	+9
Arazzo workflows	12%	2%	+10
Governance rules	36%	13%	+23

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 Salesforce 83.3
2 Treasure Data 76.7
3 Airbyte 66.6
4 Singular 64.4
5 Improvado 64.2
6 Oneschema 63.6
7 Structify 62.6
8 Dagster 62.1
9 Cloudflare 62
10 Databricks 59.1

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

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This tag

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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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ETL

Providers using this tag (103)

APIs with this tag (31)