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Redbird MCP Integration

Connect Airflow to Gemini with Redbird MCP

Connect your Airflow workflows to Gemini through Redbird MCP and manage data pipelines from your AI chat interface. Ask about DAG runs, trigger workflows, monitor failures, and coordinate orchestration tasks — all in natural language, without switching tools.

Work with Airflow in Gemini through Redbird MCP

Your team can ask Gemini to query, update, and automate Airflow data — all through Redbird MCP, directly from the chat interface.

Query

Check pipeline status and DAG run history in Gemini

Ask Gemini about your Airflow DAG runs, task states, and execution history through Redbird. Get instant visibility into which pipelines succeeded, failed, or are currently running without opening the Airflow UI.

Update

Trigger and pause workflows directly from Gemini chat

Start DAG runs, pause active pipelines, or clear task instances by asking Gemini through Redbird. Control your orchestration workflows with simple chat commands instead of navigating the Airflow interface.

Alert

Monitor data pipeline failures and retry logic through chat

Ask Gemini to surface failed tasks, show error logs, and report on retry attempts across your Airflow environment through Redbird. Troubleshoot pipeline issues faster with AI-powered insights into your orchestration health.

Report

Generate reports on workflow performance and SLA compliance

Request pipeline duration reports, task execution summaries, and SLA breach analysis from Gemini through Redbird. Transform your Airflow metrics into actionable insights without writing custom queries.

Sync

Sync Airflow schedules with project management tools automatically

Move DAG execution data, task dependencies, and pipeline schedules between Airflow and your planning tools through Redbird. Keep engineering teams aligned on data workflow timelines directly from Gemini.

Three steps to connect Airflow to Gemini

Redbird MCP bridges your tools with your AI chat — securely connecting Airflow so Gemini can read and write your data on demand.

01

Connect Airflow to Redbird

Authorize Redbird to access your Airflow account. Redbird MCP handles authentication and permissions securely — no code required.

02

Open Gemini

Open your Gemini chat interface. Redbird MCP is available as a connected tool, giving Gemini access to your Airflow data and workflows.

03

Query your pipeline runs and DAG status

Ask Gemini anything about your Airflow data through Redbird — query records, trigger updates, generate reports, or move data to other connected tools.

Redbird enables data movement in any direction

Through Redbird MCP, Gemini can read from Airflow, write to Airflow, and move data between Airflow and other connected tools — all from a single chat message.

Read

Pull pipeline metrics and task logs into Gemini

Ask Gemini to retrieve DAG run durations, task success rates, and execution logs from Airflow through Redbird. Get instant answers about your data orchestration performance without querying the database directly.

Write

Trigger DAGs and update task configurations via chat

Tell Gemini to start specific workflows, modify DAG schedules, or clear task instances in Airflow through Redbird. Make orchestration changes through natural language commands that update your production pipelines.

Cross-tool

Route Airflow alerts into Slack based on failures

When Gemini detects failed tasks in Airflow through Redbird, automatically post detailed alerts to Slack channels with error context and retry status. Bridge your orchestration monitoring with team communication seamlessly.

Ready to bring Airflow into Gemini?

Ready to bring Airflow orchestration into Gemini? Redbird MCP connects your workflow platform to AI chat, turning pipeline management into a conversation.

Get started → Book a demo