
Apache Airflow 的 MCP 服务器
概览
MCP-name: io.github.abhishekbhakat/airflow-mcp-server 该MCP服务器由MCPHub认证。该认证确保airflow-mcp-server遵循模型上下文协议(Model Context Protocol)实现的最佳实践。 一个通过Airflow API控制气流的模型上下文协议服务器。 https://github.com/user-attachments/assets/f3e60fff-8680-4dd9-b08e-fa7db655a705 有关流行MCP客户端中IDE特有配置示例,请参见 CONFIG.md。 - 将base_url设置为根 Airflow URL(例如 http://localhost:8080).)- 在基础 URL 中包含 /api/v2。服务器会自动从 ${base_url}/openapi.json 获取 OpenAPI 规范。- 认证仅需 JWT 令牌。Airflow 3.0 不再支持 Cookie 和基本认证。 该服务器支持多种传输协议: 用于直接过程通信的标准输入/输出传输:
概述(AI 翻译)
MCP-name: io.github.abhishekbhakat/airflow-mcp-server
MCPHub认证
该MCP服务器由MCPHub认证。该认证确保airflow-mcp-server遵循模型上下文协议(Model Context Protocol)实现的最佳实践。
在Glama找到
概述
一个通过Airflow API控制气流的模型上下文协议服务器。
演示视频
https://github.com/user-attachments/assets/f3e60fff-8680-4dd9-b08e-fa7db655a705
布置
使用 Claude Desktop
城市交通(默认)
有关主流MCP客户端中IDE特有配置示例,请参见CONFIG.md。
HTTP 传输
注:
- 将
base_url设置为 Airflow 根 URL(例如 [http://localhost:8080)。- {[T4]]} 不要**在基础URL中包含。服务器会自动从
${base_url}/openapi.json获取 OpenAPI 规范。- 认证仅需 JWT 令牌。Airflow 3.0 不再支持 Cookie 和基础认证。
交通选择
该服务器支持多种传输协议:
城市交通(默认)
用于直接过程通信的标准输入/输出传输:
HTTP 传输
本页由 AI 翻译,技术细节请以原文为准。
README
以下为原文 README 节选,完整内容请查看原文。
airflow-mcp-server: An MCP Server for controlling Airflow 3
mcp-name: io.github.abhishekbhakat/airflow-mcp-server
MCPHub Certification
This MCP server is certified by MCPHub. This certification ensures that airflow-mcp-server follows best practices for Model Context Protocol implementation.
Find on Glama
Overview
A Model Context Protocol server for controlling Airflow via Airflow APIs.
Demo Video
https://github.com/user-attachments/assets/f3e60fff-8680-4dd9-b08e-fa7db655a705
Setup
Usage with Claude Desktop
Stdio Transport (Default)
{
"mcpServers": {
"airflow-mcp-server": {
"command": "uvx",
"args": [
"airflow-mcp-server",
"--base-url",
"http://localhost:8080",
"--auth-token",
""
]
}
}
}
See CONFIG.md for IDE-specific configuration examples across popular MCP clients.
HTTP Transport
{
"mcpServers": {
"airflow-mcp-server-http": {
"command": "uvx",
"args": [
"airflow-mcp-server",
"--http",
"--port",
"3000",
"--base-url",
"http://localhost:8080",
"--auth-token",
""
]
}
}
}
Note:
- Set
base_urlto the root Airflow URL (e.g.,http://localhost:8080).- Do not include
/api/v2in the base URL. The server will automatically fetch the OpenAPI spec from${base_url}/openapi.json.- Only JWT token is required for authentication. Cookie and basic auth are no longer supported in Airflow 3.0.
Transport Options
The server supports multiple transport protocols:
Stdio Transport (Default)
Standard input/output transport for direct process communication:
airflow-mcp-server --safe --base-url http://localhost:8080 --auth-token
HTTP Transport
Uses Streamable HTTP for better scalability and web compatibility:
airflow-mcp-server --safe --http --port 3000 --base-url http://localhost:8080 --auth-token
Note: SSE transport is deprecated. Use
--httpfor new deployments as it provides better bidirectional communication and is the recommended approach by FastMCP.
Operation Modes
The server supports two operation modes:
- Safe Mode (
--safe): Only allows read-only operations (GET requests). This is useful when you want to prevent any modifications to your Airflow instance. - Unsafe Mode (
--unsafe): Allows all operations including modifications. This is the default mode.
To start in safe mode:
安装
uvx airflow-mcp-server --base-url http://localhost:8080 --auth-token <jwt_token>配置
{
"mcpServers": {
"airflow-mcp-server": {
"command": "uvx",
"args": [
"airflow-mcp-server",
"--base-url",
"http://localhost:8080",
"--auth-token",
"<jwt_token>"
]
}
}
}