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Apache Airflow website screenshot

Apache Airflow

Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows. Airflow uses directed acyclic graphs (DAGs) to manage workflow orchestration. The Airflow REST API provides programmatic access to DAGs, DAG runs, tasks, connections, variables, pools, and monitoring for both Airflow OSS and cloud-managed deployments.

agent ready

Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.

Kin Score

API Evangelist profiles Apache Airflow the way a machine reads it — 475 machine-readable artifacts across 26 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Apache Airflow scores 57.2/100 (developing), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3

How we profile Apache Airflow

Each block below is one kind of artifact we hold for Apache Airflow. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 26

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

Individual APIs this provider publishes, each with its own machine-readable definition.

Apache Airflow Asset API

The Asset API from Apache Airflow — 9 operation(s) for asset.

Apache Airflow Backfill API

The Backfill API from Apache Airflow — 6 operation(s) for backfill.

Apache Airflow Config API

The Config API from Apache Airflow — 2 operation(s) for config.

Apache Airflow Connection API

The Connection API from Apache Airflow — 4 operation(s) for connection.

Apache Airflow DAG API

The DAG API from Apache Airflow — 6 operation(s) for dag.

Apache Airflow DAG Parsing API

The DAG Parsing API from Apache Airflow — 1 operation(s) for dag parsing.

Apache Airflow DagRun API

The DagRun API from Apache Airflow — 6 operation(s) for dagrun.

Apache Airflow DagSource API

The DagSource API from Apache Airflow — 1 operation(s) for dagsource.

Apache Airflow DagStats API

The DagStats API from Apache Airflow — 1 operation(s) for dagstats.

Apache Airflow DagVersion API

The DagVersion API from Apache Airflow — 2 operation(s) for dagversion.

Apache Airflow DagWarning API

The DagWarning API from Apache Airflow — 1 operation(s) for dagwarning.

Apache Airflow Event Log API

The Event Log API from Apache Airflow — 2 operation(s) for event log.

Apache Airflow experimental API

The experimental API from Apache Airflow — 1 operation(s) for experimental.

Apache Airflow Extra Links API

The Extra Links API from Apache Airflow — 1 operation(s) for extra links.

Apache Airflow Import Error API

The Import Error API from Apache Airflow — 2 operation(s) for import error.

Apache Airflow Job API

The Job API from Apache Airflow — 1 operation(s) for job.

Apache Airflow Login API

The Login API from Apache Airflow — 2 operation(s) for login.

Apache Airflow Monitor API

The Monitor API from Apache Airflow — 1 operation(s) for monitor.

Apache Airflow Plugin API

The Plugin API from Apache Airflow — 2 operation(s) for plugin.

Apache Airflow Pool API

The Pool API from Apache Airflow — 2 operation(s) for pool.

Apache Airflow Provider API

The Provider API from Apache Airflow — 1 operation(s) for provider.

Apache Airflow Task API

The Task API from Apache Airflow — 2 operation(s) for task.

Apache Airflow Task Instance API

The Task Instance API from Apache Airflow — 20 operation(s) for task instance.

Apache Airflow Variable API

The Variable API from Apache Airflow — 2 operation(s) for variable.

Apache Airflow Version API

The Version API from Apache Airflow — 1 operation(s) for version.

Apache Airflow XCom API

The XCom API from Apache Airflow — 2 operation(s) for xcom.

Scroll within the panel for all 26 ·

Open Collections 1

Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

Airflow API

OPEN COLLECTION

Pricing Plans 1

Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the six things the Kin Score reads for commercial clarity.

Published pricing tiers and plan structures.

Airflow Plans Pricing

3 plans

PLANS

Rate Limits 1

Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.

Documented rate limits and quota policies.

Airflow Rate Limits

5 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.

Cost, billing, and metering signals for API financial operations.

Features 9

The notable capabilities this provider advertises, captured as structured features so they can be searched and compared instead of read one landing page at a time.

Notable capabilities this provider offers.

DAG Authoring

Define workflows as Python code using Directed Acyclic Graphs (DAGs).

Dynamic DAG Generation

Programmatically generate DAGs and tasks based on configuration or data.

Rich Operator Library

Pre-built operators for databases, cloud services, APIs, and data tools.

REST API v2

Stable REST API for programmatic management of DAGs, runs, tasks, and infrastructure.

Web UI

Built-in web interface for monitoring, triggering, and debugging workflows.

Scheduler

Robust scheduler with support for CRON and timed triggers.

Extensible

Plugin system and provider packages for extending functionality.

Multi-Cloud Support

Provider packages for AWS, GCP, Azure, and other cloud platforms.

Managed Services

Available as managed service from AWS (MWAA), GCP (Cloud Composer), and Astronomer.

Scroll within the panel for all 9 ·

Semantic Vocabularies 1

JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.

JSON-LD contexts and semantic vocabularies used across these APIs.

Airflow Context

128 classes · 304 properties

JSON-LD

Spectral Rules 2

Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.

Apache Airflow API Rules

5 rules · 4 warnings

SPECTRAL

Apache Airflow API Rules

33 rules · 8 errors · 16 warnings

SPECTRAL

JSON Schema 138

Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.

Standalone JSON Schema definitions for this provider's data models.

AppBuilderMenuItemResponse

3 properties

JSON SCHEMA

AppBuilderViewResponse

4 properties

JSON SCHEMA

AssetAliasCollectionResponse

2 properties

JSON SCHEMA

AssetAliasResponse

3 properties

JSON SCHEMA

AssetCollectionResponse

2 properties

JSON SCHEMA

AssetEventCollectionResponse

2 properties

JSON SCHEMA

AssetEventResponse

13 properties

JSON SCHEMA

AssetResponse

13 properties

JSON SCHEMA

AssetWatcherResponse

3 properties

JSON SCHEMA

BackfillCollectionResponse

2 properties

JSON SCHEMA

BackfillPostBody

8 properties

JSON SCHEMA

BackfillResponse

12 properties

JSON SCHEMA

BaseInfoResponse

1 properties

JSON SCHEMA

BulkActionNotOnExistence

0 properties

JSON SCHEMA

BulkActionOnExistence

0 properties

JSON SCHEMA

BulkActionResponse

2 properties

JSON SCHEMA

BulkBody_BulkTaskInstanceBody_

1 properties

JSON SCHEMA

BulkBody_ConnectionBody_

1 properties

JSON SCHEMA

BulkBody_PoolBody_

1 properties

JSON SCHEMA

BulkBody_VariableBody_

1 properties

JSON SCHEMA

BulkCreateAction_ConnectionBody_

3 properties

JSON SCHEMA

BulkCreateAction_PoolBody_

3 properties

JSON SCHEMA

BulkCreateAction_VariableBody_

3 properties

JSON SCHEMA

BulkDeleteAction_ConnectionBody_

3 properties

JSON SCHEMA

BulkDeleteAction_PoolBody_

3 properties

JSON SCHEMA

BulkDeleteAction_VariableBody_

3 properties

JSON SCHEMA

BulkResponse

3 properties

JSON SCHEMA

BulkTaskInstanceBody

10 properties

JSON SCHEMA

BulkUpdateAction_ConnectionBody_

4 properties

JSON SCHEMA

BulkUpdateAction_PoolBody_

4 properties

JSON SCHEMA

BulkUpdateAction_VariableBody_

4 properties

JSON SCHEMA

ClearTaskInstancesBody

15 properties

JSON SCHEMA

ConfigOption

2 properties

JSON SCHEMA

Config

1 properties

JSON SCHEMA

ConfigSection

2 properties

JSON SCHEMA

ConnectionBody

10 properties

JSON SCHEMA

ConnectionCollectionResponse

2 properties

JSON SCHEMA

ConnectionResponse

10 properties

JSON SCHEMA

ConnectionTestResponse

2 properties

JSON SCHEMA

CreateAssetEventsBody

3 properties

JSON SCHEMA

DAGCollectionResponse

2 properties

JSON SCHEMA

DAGDetailsResponse

48 properties

JSON SCHEMA

DAGPatchBody

1 properties

JSON SCHEMA

DagProcessorInfoResponse

2 properties

JSON SCHEMA

DAGResponse

30 properties

JSON SCHEMA

DagRunAssetReference

9 properties

JSON SCHEMA

DAGRunClearBody

3 properties

JSON SCHEMA

DAGRunCollectionResponse

2 properties

JSON SCHEMA

DAGRunPatchBody

2 properties

JSON SCHEMA

DAGRunPatchStates

0 properties

JSON SCHEMA

DAGRunResponse

21 properties

JSON SCHEMA

DagRunState

0 properties

JSON SCHEMA

DagRunTriggeredByType

0 properties

JSON SCHEMA

DagRunType

0 properties

JSON SCHEMA

DAGRunsBatchBody

26 properties

JSON SCHEMA

DagScheduleAssetReference

3 properties

JSON SCHEMA

DAGSourceResponse

4 properties

JSON SCHEMA

DagStatsCollectionResponse

2 properties

JSON SCHEMA

DagStatsResponse

3 properties

JSON SCHEMA

DagStatsStateResponse

2 properties

JSON SCHEMA

DAGTagCollectionResponse

2 properties

JSON SCHEMA

DagTagResponse

3 properties

JSON SCHEMA

DAGVersionCollectionResponse

2 properties

JSON SCHEMA

DagVersionResponse

8 properties

JSON SCHEMA

DAGWarningCollectionResponse

2 properties

JSON SCHEMA

DAGWarningResponse

5 properties

JSON SCHEMA

DagWarningType

0 properties

JSON SCHEMA

DryRunBackfillCollectionResponse

2 properties

JSON SCHEMA

DryRunBackfillResponse

3 properties

JSON SCHEMA

EventLogCollectionResponse

2 properties

JSON SCHEMA

EventLogResponse

13 properties

JSON SCHEMA

ExternalLogUrlResponse

1 properties

JSON SCHEMA

ExternalViewResponse

7 properties

JSON SCHEMA

ExtraLinkCollectionResponse

2 properties

JSON SCHEMA

FastAPIAppResponse

3 properties

JSON SCHEMA

FastAPIRootMiddlewareResponse

2 properties

JSON SCHEMA

HealthInfoResponse

4 properties

JSON SCHEMA

HITLDetailCollection

2 properties

JSON SCHEMA

HITLDetailHistory

14 properties

JSON SCHEMA

HITLDetailResponse

4 properties

JSON SCHEMA

HITLDetail

14 properties

JSON SCHEMA

HITLUser

2 properties

JSON SCHEMA

HTTPExceptionResponse

1 properties

JSON SCHEMA

ImportErrorCollectionResponse

2 properties

JSON SCHEMA

ImportErrorResponse

5 properties

JSON SCHEMA

JobCollectionResponse

2 properties

JSON SCHEMA

JobResponse

11 properties

JSON SCHEMA

JsonValue

0 properties

JSON SCHEMA

LastAssetEventResponse

2 properties

JSON SCHEMA

MaterializeAssetBody

8 properties

JSON SCHEMA

PatchTaskInstanceBody

6 properties

JSON SCHEMA

PluginCollectionResponse

2 properties

JSON SCHEMA

PluginImportErrorCollectionResponse

2 properties

JSON SCHEMA

PluginImportErrorResponse

2 properties

JSON SCHEMA

PluginResponse

14 properties

JSON SCHEMA

PoolBody

5 properties

JSON SCHEMA

PoolCollectionResponse

2 properties

JSON SCHEMA

PoolPatchBody

5 properties

JSON SCHEMA

PoolResponse

11 properties

JSON SCHEMA

ProviderCollectionResponse

2 properties

JSON SCHEMA

ProviderResponse

4 properties

JSON SCHEMA

QueuedEventCollectionResponse

2 properties

JSON SCHEMA

QueuedEventResponse

4 properties

JSON SCHEMA

ReactAppResponse

7 properties

JSON SCHEMA

ReprocessBehavior

0 properties

JSON SCHEMA

SchedulerInfoResponse

2 properties

JSON SCHEMA

StructuredLogMessage

2 properties

JSON SCHEMA

TaskCollectionResponse

2 properties

JSON SCHEMA

TaskDependencyCollectionResponse

1 properties

JSON SCHEMA

TaskDependencyResponse

2 properties

JSON SCHEMA

TaskInletAssetReference

4 properties

JSON SCHEMA

TaskInstanceCollectionResponse

4 properties

JSON SCHEMA

TaskInstanceHistoryCollectionResponse

2 properties

JSON SCHEMA

TaskInstanceHistoryResponse

26 properties

JSON SCHEMA

TaskInstanceResponse

34 properties

JSON SCHEMA

TaskInstanceState

0 properties

JSON SCHEMA

TaskInstancesBatchBody

30 properties

JSON SCHEMA

TaskInstancesLogResponse

2 properties

JSON SCHEMA

TaskOutletAssetReference

4 properties

JSON SCHEMA

TaskResponse

27 properties

JSON SCHEMA

TimeDelta

4 properties

JSON SCHEMA

TriggerDAGRunPostBody

8 properties

JSON SCHEMA

TriggerResponse

6 properties

JSON SCHEMA

TriggererInfoResponse

2 properties

JSON SCHEMA

UpdateHITLDetailPayload

2 properties

JSON SCHEMA

VariableBody

4 properties

JSON SCHEMA

VariableCollectionResponse

2 properties

JSON SCHEMA

VariableResponse

5 properties

JSON SCHEMA

VersionInfo

2 properties

JSON SCHEMA

XComCollectionResponse

2 properties

JSON SCHEMA

XComCreateBody

3 properties

JSON SCHEMA

XComResponseNative

11 properties

JSON SCHEMA

XComResponse

10 properties

JSON SCHEMA

XComResponseString

11 properties

JSON SCHEMA

XComUpdateBody

2 properties

JSON SCHEMA

Scroll within the panel for all 138 ·

JSON Structure 138

JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.

JSON Structure definitions describing this provider's data shapes.

Airflow Asset Alias Response Structure

3 properties

JSON STRUCTURE

Airflow Asset Event Response Structure

13 properties

JSON STRUCTURE

Airflow Asset Response Structure

13 properties

JSON STRUCTURE

Airflow Asset Watcher Response Structure

3 properties

JSON STRUCTURE

Airflow Backfill Post Body Structure

8 properties

JSON STRUCTURE

Airflow Backfill Response Structure

12 properties

JSON STRUCTURE

Airflow Base Info Response Structure

1 properties

JSON STRUCTURE

Airflow Bulk Action On Existence Structure

0 properties

JSON STRUCTURE

Airflow Bulk Action Response Structure

2 properties

JSON STRUCTURE

Airflow Bulk Body_ Pool Body_ Structure

1 properties

JSON STRUCTURE

Airflow Bulk Response Structure

3 properties

JSON STRUCTURE

Airflow Bulk Task Instance Body Structure

10 properties

JSON STRUCTURE

Airflow Clear Task Instances Body Structure

15 properties

JSON STRUCTURE

Airflow Config Option Structure

2 properties

JSON STRUCTURE

Airflow Config Section Structure

2 properties

JSON STRUCTURE

Airflow Config Structure

1 properties

JSON STRUCTURE

Airflow Connection Body Structure

10 properties

JSON STRUCTURE

Airflow Connection Response Structure

10 properties

JSON STRUCTURE

Airflow Connection Test Response Structure

2 properties

JSON STRUCTURE

Airflow Create Asset Events Body Structure

3 properties

JSON STRUCTURE

Airflow Dag Collection Response Structure

2 properties

JSON STRUCTURE

Airflow Dag Details Response Structure

48 properties

JSON STRUCTURE

Airflow Dag Patch Body Structure

1 properties

JSON STRUCTURE

Airflow Dag Response Structure

30 properties

JSON STRUCTURE

Airflow Dag Run Asset Reference Structure

9 properties

JSON STRUCTURE

Airflow Dag Run Clear Body Structure

3 properties

JSON STRUCTURE

Airflow Dag Run Patch Body Structure

2 properties

JSON STRUCTURE

Airflow Dag Run Patch States Structure

0 properties

JSON STRUCTURE

Airflow Dag Run Response Structure

21 properties

JSON STRUCTURE

Airflow Dag Run State Structure

0 properties

JSON STRUCTURE

Airflow Dag Run Type Structure

0 properties

JSON STRUCTURE

Airflow Dag Runs Batch Body Structure

26 properties

JSON STRUCTURE

Airflow Dag Source Response Structure

4 properties

JSON STRUCTURE

Airflow Dag Stats Response Structure

3 properties

JSON STRUCTURE

Airflow Dag Stats State Response Structure

2 properties

JSON STRUCTURE

Airflow Dag Tag Response Structure

3 properties

JSON STRUCTURE

Airflow Dag Version Response Structure

8 properties

JSON STRUCTURE

Airflow Dag Warning Response Structure

5 properties

JSON STRUCTURE

Airflow Dag Warning Type Structure

0 properties

JSON STRUCTURE

Airflow Event Log Response Structure

13 properties

JSON STRUCTURE

Airflow External View Response Structure

7 properties

JSON STRUCTURE

Airflow Fast Api App Response Structure

3 properties

JSON STRUCTURE

Airflow Health Info Response Structure

4 properties

JSON STRUCTURE

Airflow Hitl Detail Collection Structure

2 properties

JSON STRUCTURE

Airflow Hitl Detail History Structure

14 properties

JSON STRUCTURE

Airflow Hitl Detail Response Structure

4 properties

JSON STRUCTURE

Airflow Hitl Detail Structure

14 properties

JSON STRUCTURE

Airflow Hitl User Structure

2 properties

JSON STRUCTURE

Airflow Http Exception Response Structure

1 properties

JSON STRUCTURE

Airflow Import Error Response Structure

5 properties

JSON STRUCTURE

Airflow Job Collection Response Structure

2 properties

JSON STRUCTURE

Airflow Job Response Structure

11 properties

JSON STRUCTURE

Airflow Json Value Structure

0 properties

JSON STRUCTURE

Airflow Materialize Asset Body Structure

8 properties

JSON STRUCTURE

Airflow Patch Task Instance Body Structure

6 properties

JSON STRUCTURE

Airflow Plugin Response Structure

14 properties

JSON STRUCTURE

Airflow Pool Body Structure

5 properties

JSON STRUCTURE

Airflow Pool Collection Response Structure

2 properties

JSON STRUCTURE

Airflow Pool Patch Body Structure

5 properties

JSON STRUCTURE

Airflow Pool Response Structure

11 properties

JSON STRUCTURE

Airflow Provider Response Structure

4 properties

JSON STRUCTURE

Airflow Queued Event Response Structure

4 properties

JSON STRUCTURE

Airflow React App Response Structure

7 properties

JSON STRUCTURE

Airflow Reprocess Behavior Structure

0 properties

JSON STRUCTURE

Airflow Scheduler Info Response Structure

2 properties

JSON STRUCTURE

Airflow Structured Log Message Structure

2 properties

JSON STRUCTURE

Airflow Task Collection Response Structure

2 properties

JSON STRUCTURE

Airflow Task Dependency Response Structure

2 properties

JSON STRUCTURE

Airflow Task Instance Response Structure

34 properties

JSON STRUCTURE

Airflow Task Instance State Structure

0 properties

JSON STRUCTURE

Airflow Task Instances Batch Body Structure

30 properties

JSON STRUCTURE

Airflow Task Response Structure

27 properties

JSON STRUCTURE

Airflow Time Delta Structure

4 properties

JSON STRUCTURE

Airflow Trigger Response Structure

6 properties

JSON STRUCTURE

Airflow Triggerer Info Response Structure

2 properties

JSON STRUCTURE

Airflow Variable Body Structure

4 properties

JSON STRUCTURE

Airflow Variable Response Structure

5 properties

JSON STRUCTURE

Airflow Version Info Structure

2 properties

JSON STRUCTURE

Airflow X Com Create Body Structure

3 properties

JSON STRUCTURE

Airflow X Com Response Native Structure

11 properties

JSON STRUCTURE

Airflow X Com Response String Structure

11 properties

JSON STRUCTURE

Airflow X Com Response Structure

10 properties

JSON STRUCTURE

Airflow X Com Update Body Structure

2 properties

JSON STRUCTURE

Scroll within the panel for all 138 ·

Examples 138

Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.

Example request and response payloads for these APIs.

Airflow Config Example

1 fields

EXAMPLE

Airflow Hitl Detail Example

14 fields

EXAMPLE

Airflow Hitl User Example

2 fields

EXAMPLE

Airflow Pool Body Example

5 fields

EXAMPLE

Scroll within the panel for all 138 ·

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Airflow Authentication

http/oauth2 · 2 schemes

SECURITY

Airflow Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Airflow Vulnerability Disclosure

security.txt · contact published

SECURITY

Scopes 1

OAuth scopes are the vocabulary of least-privilege access. Profiling them shows exactly what an integration — or an agent acting on a user's behalf — is allowed to do.

OAuth scopes governing access to this provider's APIs.

Airflow Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

Recommended x-agentic-access execution contracts for AI agents.

Airflow Agentic Access

110 operations · 47 acting

110 operations · 47 acting

AGENTIC

Use Cases 6

What developers actually build with this provider — captured so the catalogue answers 'what is this for', not just 'what does this expose'.

What developers build with this provider.

ETL Pipeline Orchestration

Schedule and monitor extract, transform, load data pipelines.

ML Pipeline Management

Orchestrate machine learning training, evaluation, and deployment workflows.

Data Quality Checks

Schedule data validation and quality check jobs.

Report Generation

Automate periodic report generation and distribution.

API Orchestration

Coordinate calls to multiple APIs in complex workflows.

Database Operations

Schedule database maintenance, migrations, and backup jobs.

Integrations 8

Pre-built integrations with other platforms tell you where this provider already fits in a stack.

Pre-built integrations with other platforms and tools.

Apache Spark

Run Spark jobs from Airflow DAGs.

dbt

Orchestrate dbt model runs via the dbt operator.

Kubernetes

Run tasks in Kubernetes pods with the KubernetesPodOperator.

AWS

Provider package for S3, Redshift, EMR, Lambda, and other AWS services.

Google Cloud

Provider package for BigQuery, Dataflow, GCS, and other GCP services.

Azure

Provider package for Azure Data Factory, Blob Storage, and other Azure services.

Snowflake

SnowflakeOperator for running SQL in Snowflake data warehouse.

Airbyte

Trigger Airbyte syncs from Airflow DAGs.

Scroll within the panel for all 8 ·

Resources

Every other property we hold for Apache Airflow — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Get Started 2

Portal, sign-up, and the first successful call

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Operate 3

Status, limits, changes, and where to get help

Company 2

The organization behind the API

← All providers · Data indexed from github.com/api-evangelist/airflow · machine-readable index on apis.io