Mage.ai MCP Integration

Name: Mage.ai MCP Integration
Author: KhushiBaby

@KhushiBaby

代码仓库

关于 Mage.ai MCP Integration

暂无概览

#mage-ai #mcp-integration #data-pipelines

基本信息

分类

其他

许可证

MIT

运行时

python

传输方式

stdio

发布者

KhushiBaby

配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mage-mcp-server": {
      "command": "python",
      "args": [
        "run_server.py"
      ]
    }
  }
}

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Mage.ai MCP Integration?

A comprehensive Model Context Protocol (MCP) integration for Mage.ai, allowing AI assistants like Anthropic's Claude to efficiently work with Mage data pipelines.

How to use Mage.ai MCP Integration?

Clone the repository, install dependencies with pip install -r requirements.txt, and configure with MAGE_API_URL and MAGE_API_KEY environment variables. Start the server using python run_server.py (stdio transport by default) or install directly with Claude Desktop via mcp install run_server.py --name "Mage.ai Manager".

Key features of Mage.ai MCP Integration

Browse all Mage.ai pipelines and their components
View and modify block code
Execute entire pipelines or individual blocks
Search blocks by name, type, or content
Create new pipelines and blocks from scratch

Use cases of Mage.ai MCP Integration

List all available pipelines in a Mage.ai instance.
View blocks and their details within a specific pipeline.
Modify block code to fix bugs or add new functionality.
Create new pipelines and blocks from scratch.
Execute entire pipelines or individual blocks for testing.

FAQ from Mage.ai MCP Integration

What does the Mage.ai MCP Integration do?

It provides a set of MCP resources and tools that enable AI assistants to interact with Mage.ai pipelines, including browsing, editing, executing, and searching pipeline components.

How do I install the Mage.ai MCP Integration?

Clone the repository, then run pip install -r requirements.txt. For development, use mcp dev run_server.py.

How do I configure the Mage.ai MCP Integration?

Set the MAGE_API_URL (default http://localhost:6789/api/) and MAGE_API_KEY environment variables, or pass them via command-line arguments when starting the server.

How do I run the Mage.ai MCP Integration server?

Run python run_server.py for stdio transport, or python run_server.py --transport sse --host localhost --port 3000 for SSE transport. Additional options like --debug are available.

How do I use the Mage.ai MCP Integration with Claude Desktop?

Install it using the mcp CLI: mcp install run_server.py --name "Mage.ai Manager". You can also include environment variables with the -v flag.

其他分类下的更多 MCP 服务器

ICSS

chokcoco

不止于 CSS

20.7K

EverArt

modelcontextprotocol

Model Context Protocol Servers

88.1K

Activepieces

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

23.2K