For Apache Airflow orchestration on Google Cloud, the managed option is Google Cloud Composer, which authors, schedules and monitors Airflow pipelines 1. Its official doors include the Cloud Composer API, and Airflow CLI commands can be run through its environment methods. The broader Google Cloud platform 2 is the parent cloud offering rather than an orchestration tool itself.
- 1
Google Cloud Composergoogleapis.comverified and signed
Managed Service for Apache Airflow that lets you author, schedule and monitor data workflow pipelines, with Airflow CLI commands callable through its API (executeAirflowCommand) 1.
official:API · Cloud Composer API
for agents: composer.projects.locations.environments.executeAirflowCommand · composer.projects.locations.environments.pollAirflowCommand · composer.projects.locations.environments.stopAirflowCommand
- 2
Google Cloudgoogleapis.devverified and signed
Google's broader AI and cloud computing platform that hosts Composer and other data services, rather than a standalone Airflow orchestrator 2.
official:MCP server · @google-cloud/observability-mcpSDK · googleapis-common-protoslibrary · Google APIs Client LibraryCLI · mcp-toolboxSDK · google-auth-library
for agents: google cloud · cloud · google cloud platform
Sources
- 1Managed Service for Apache Airflow | Apache Airflow 3cloud.google.com · read just now
- 2AI and Cloud Computing Services | Google Cloudcloud.google.com · read 2026-10-29
For agents: the 10 actions behind this answer
composer.projects.locations.environments.executeAirflowCommand · Cloud Composer API verified and signed
Executes Airflow CLI command.
google cloud · @google-cloud/tasks verified and signed
clouddeploy.projects.locations.deliveryPipelines.create · Google Cloud Deploy API verified and signed
Creates a new DeliveryPipeline in a given project and location.
dataplex.projects.locations.lakes.tasks.run · Cloud Dataplex API verified and signed
Run an on demand execution of a Task.
datafusion.projects.locations.instances.dnsPeerings.create · Cloud Data Fusion API verified and signed
Creates DNS peering on the given resource.
runtimeconfig.operations.delete · Cloud Runtime Configuration API verified and signed
Deletes a long-running operation.
cloudbuild.projects.workerPools.patch · Cloud Build API verified and signed
Updates a `WorkerPool`.
dataproc.projects.regions.jobs.submitAsOperation · Cloud Dataproc API verified and signed
Submits job to a cluster.
cloudcommerceprocurement.providers.accounts.list · Cloud Commerce Partner Procurement API verified and signed
Lists Accounts that the provider has access to.
deploymentmanager.compositeTypes.insert · Cloud Deployment Manager V2 API verified and signed
Creates a composite type.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.