广告合作
MCP.so
登录

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

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

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

1

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.

2

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.

3

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`.

4

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.

5

Is Airflow 3.0 supported?

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

评论

数据与分析 分类下的更多 MCP 服务器

Tiktok Transcript Mcp

deapi-ai

Remote MCP server that transcribes public TikTok videos with an AI speech model. It listens to the audio rather than copying TikTok's auto-captions, so it works on videos that have no captions at all and across the 90+ l

AfterLaunch

Team AfterLaunch

The agentic growth engine, in your terminal. AfterLaunch watches how customers find your product across AI search and traditional search, then hands your agent the next growth move, already drafted.

CryptoWhaleInsights

CryptoWhaleInsights Team

Real-time crypto whale tracking & market intelligence. Monitors 80+ verified whale wallets across 14 blockchains (BTC, ETH, SOL, BSC, Base, ARB, MATIC, TON, SUI, HYPE, TRX, SEI, INJ, APT). 55 tools: whale movements, fear

Sugra API MCP

Sugra Systems, Inc.

Official MCP server for the Sugra API, giving AI agents source-attributed access to 1,500+ endpoints across 36 data domains from 160+ primary sources. Covers markets, economics, company fundamentals, government, news, cl

1

Minds: Synthetic Market Research Panels

Minds

Minds lets AI agents create synthetic Audiences and run Studies for concept testing, message testing, and segment comparison. Connect the hosted MCP server at https://getminds.ai/mcp using OAuth or a Minds API key. Star

广告合作