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astronomer

astro-airflow-mcp

Official
by astronomer

list_assets

Retrieve all data assets and datasets tracked by Airflow to understand data lineage, dependencies, and which DAGs produce or consume specific datasets.

Instructions

Get data assets and datasets tracked by Airflow (data lineage).

Use this tool when the user asks about:

  • "What datasets exist?" or "List all assets"

  • "What data does this DAG produce/consume?"

  • "Show me data dependencies" or "What's the data lineage?"

  • "Which DAGs use dataset X?"

  • Data freshness or update events

Assets represent datasets or files that DAGs produce or consume. This enables data-driven scheduling where DAGs wait for data availability.

Returns asset information including:

  • uri: Unique identifier for the asset (e.g., s3://bucket/path)

  • id: Internal asset ID

  • created_at: When this asset was first registered

  • updated_at: When this asset was last updated

  • consuming_dags: Which DAGs depend on this asset

  • producing_tasks: Which tasks create/update this asset

Returns: JSON with list of all assets and their producing/consuming relationships

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

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