airflow-mcp-server: An MCP Server for controlling Airflow

@MCP-Mirror

代码仓库

基本信息

分类

数据与分析

许可证

MIT license

传输方式

stdio

作者

MCP-Mirror

关于 airflow-mcp-server: An MCP Server for controlling Airflow

Mirror of

#airflow #mcp-server#api-controller

airflow-mcp-server: An MCP Server for controlling Airflow 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "airflow-mcp-server": {
      "command": "uvx",
      "args": [
        "airflow-mcp-server",
        "--base-url",
        "http://localhost:8080",
        "--auth-token",
        "<jwt_token>"
      ]
    }
  }
}

airflow-mcp-server: An MCP Server for controlling Airflow 工具

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点击上方按钮,在临时沙箱中运行此服务器并实时获取工具列表。

概览

What is airflow-mcp-server?

An MCP (Model Context Protocol) server that controls Apache Airflow by interacting with Airflow’s REST APIs. It automatically parses the Airflow OpenAPI specification and supports both read-only and full‑access modes.

How to use airflow-mcp-server?

Install and run the server via uvx with the airflow-mcp-server CLI, providing the Airflow base URL and a JWT token. Optionally set --safe for read‑only operations or --unsafe (default) for all operations. Configure the server in your MCP client (e.g., Claude Desktop) using the mcpServers block.

Key features of airflow-mcp-server

Supports Airflow 3.0 and its JWT authentication.
Safe mode restricts operations to GET requests only.
Automatically fetches OpenAPI spec from the Airflow base URL.
Reads Airflow configuration to respect the page limit setting.
Exposes all Airflow API endpoints as MCP tools with proper descriptions.

Use cases of airflow-mcp-server

List and inspect DAGs, tasks, and their statuses without modifying anything.
Trigger DAG runs, clear task instances, or pause/unpause DAGs (in unsafe mode).
Monitor Airflow health and configuration from an AI‑assistant interface.
Safely explore an Airflow instance’s API surface through language model tools.

常见问题

What authentication does airflow-mcp-server require?

Only JWT token authentication is supported. Provide the token via the `--auth-token` parameter or the `AUTH_TOKEN` environment variable. Cookie and basic auth are not supported in Airflow 3.0.

What is the difference between safe and unsafe mode?

Safe mode allows only read‑only (GET) operations, preventing any modifications to your Airflow instance. Unsafe mode permits all operations, including creates, updates, and deletes.

How should I specify the base URL?

Set `--base-url` to the root Airflow URL (e.g., `http://localhost:8080`). Do **not** include `/api/v2`; the server automatically fetches the OpenAPI spec from `${base_url}/openapi.json`.

Can I change the maximum number of items returned?

Yes. The default page limit is 100 items. You can change it by setting `maximum_page_limit` in the `[api]` section of your `airflow.cfg` file.

Is Airflow 3.0 supported?

Yes. The server is designed for Airflow 3.0 readiness and works exclusively with its JWT‑based authentication.

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