mcp-airflow-api

🔍Model Context Protocol (MCP) server for Apache Airflow API integration. Provides comprehensive tools for managing Airflow clusters including service operations, configuration management, status monitoring, and request tracking.

23 articles 44 View on GitHub ↗
23 articles
How to Migrate from API v1 to v2 When Upgrading Airflow

Migrate from Airflow API v1 to v2 easily. Simply set environment variables AIRFLOW_API_VERSION to v2 and AIRFLOW_API_BASE_URL to your Airflow 3.x instance. Restart MCP server for JWT and asset tools.

migration-guide
Feb 26, 2026
Event Log Analysis in mcp-airflow-api: Query, Retrieve, and Aggregate Airflow Events

Analyze mcp-airflow-api event logs programmatically. Query, retrieve, and aggregate Airflow events with list event logs, get event log, and all dag event summary tools.

tutorial
Feb 26, 2026
How the MCP Airflow API Server Handles Connection Management to Airflow

Discover how the MCP Airflow API server efficiently manages connections using a shared aiohttp ClientSession and connection pooling for optimal performance and centralized authentication.

how-to-guide
Feb 26, 2026
Data Lineage Tracking in Airflow API v2: Querying Asset Events with MCP

Explore Airflow API v2's data lineage tracking with the Assets model. Understand how asset events capture DAG interactions with data for better visibility and management.

how-to-guide
Feb 26, 2026
Using DAG Analysis Tools for Performance Optimization in the MCP Airflow API

Optimize MCP Airflow API performance by using DAG analysis tools like dag_run_duration and dag_task_duration to systematically identify slow DAGs and inefficient tasks.

performance
Feb 26, 2026
Limitations of the Configuration Query Tools in mcp-airflow-api

Explore limitations of mcp-airflow-api configuration query tools. Discover restrictions including Airflow 2.x endpoints, read-only access, and basic search.

deep-dive
Feb 26, 2026
How to Debug Authentication Failures in Streamable-HTTP Mode for MCP Airflow API

Debug authentication failures in streamable-http mode for MCP Airflow API. Identify missing FastMCP support, secret keys, or token issues with our guide.

how-to-guide
Feb 26, 2026
Airflow Pool Management and Utilization Monitoring with mcp-airflow-api

Discover Airflow pool management and utilization monitoring with mcp-airflow-api. Learn to query slot allocation and real-time metrics using asynchronous tools and Airflow's REST API.

how-to-guide
Feb 26, 2026
XCom Data Management in the MCP Airflow API Server: Implementation and Usage

Discover how the MCP Airflow API server manages XCom data with asynchronous tools list_xcom_entries and get_xcom_entry. Learn about authentication, pagination, and JSON serialization.

implementation-and-usage
Feb 26, 2026
Authentication Differences Between Airflow 2.x and 3.x in MCP Airflow API

Discover authentication differences between Airflow 2.x and 3.x in MCP Airflow API. Learn about automatic switching between Basic Auth and JWT Bearer tokens.

deep-dive
Feb 26, 2026
What Are Prompt Templates in MCP Airflow API and How They Enhance Natural Language Processing

Discover prompt templates in MCP Airflow API. Learn how these structured Markdown files enhance LLM accuracy for natural language to API translation with clear guidelines and constraints.

deep-dive
Feb 26, 2026
How the MCP Airflow API Server Handles Date Calculations for Relative Time Queries

Learn how the MCP Airflow API Server uses datetime.now() and timedelta for consistent relative date calculations in queries. Explore the get_current_time_context() helper.

internals
Feb 26, 2026

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