Apache Airflow MCP Server

uvx mcp-server-apache-airflow

{
  "mcpServers": {
    "airflow-mcp": {
      "command": "uvx",
      "args": [
        "mcp-server-apache-airflow"
      ]
    }
  }
}

A community project that maps Airflow's REST API onto MCP tools across roughly fourteen groups: DAGs and DAG runs, task instances and logs, variables, connections, pools, datasets, XComs, plugins, providers, import errors and monitoring endpoints. The practical use is triage — find the failed run, read the task log, check the import errors, then trigger a rerun once the cause is understood. A --read-only flag or READ_ONLY=true removes everything that creates, updates or deletes, which is the setting to use against a production scheduler. It points at AIRFLOW_HOST with either basic credentials or a JWT, and speaks stdio, SSE or HTTP depending on the transport flag.