Mage.ai MCP Integration

by KhushiBaby

2 stars

308 downloads

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Description

# Mage.ai MCP Integration A comprehensive Model Context Protocol (MCP) integration for [Mage.ai](https://mage.ai/), allowing AI assistants like Anthropic's Claude to efficiently work with Mage data pipelines. ## Features - **Browse Pipelines**: Explore all Mage.ai pipelines and…

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Details

Author: KhushiBaby
GitHub stars: 2
Downloads: 308
Categories: Other

Setting up with Highlight

This MCP is not yet compatible with Highlight’s one-click setup. However, you can still use it with Highlight by following these steps:

Download and install Highlight from highlightai.com/download
Navigate to the plugins tab and select "Add Custom Plugin"
Configure the plugin with the settings below

Plugin Name Mage.ai MCP Integration

Command (node, npx, python, etc.)

Please refer to the README for specific instructions on how to obtain API keys or other required environment variables.
Enable "Start Automatically" if you want the plugin to start when Highlight launches

Setting up with Cursor

Open Cursor's settings
Navigate to the MCP section
Click "Add new Global MCP server"
Copy and paste the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Claude Desktop

Open Claude Desktop's settings
Go to the Integrations tab
Click "Add MCP Server"
Use the configuration below based on your operating system

Note: Make sure Claude Desktop is running before attempting to connect.

JSON

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

JSON

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

JSON

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

Setting up with Windsurf

Open Windsurf's preferences
Go to the Integrations section
Click "Add MCP Integration"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

Setting up with Cline

Open Cline's settings
Navigate to the Integrations section
Click "Add MCP Server"
Copy and paste the configuration below based on your operating system

Note: Make sure to restart Cline after adding the configuration.

JSON

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

JSON

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

JSON

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

Setting up with Goose

Open Goose's preferences
Go to the Integrations tab
Select "MCP Servers"
Click "Add New Server"
Use the configuration below based on your operating system

JSON

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

JSON

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

JSON

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

From the repository

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".

Claude Desktop / Cursor

Paste into your MCP client config file to install this server.

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

McpServers

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

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.

Features

- Browse Pipelines: Explore all Mage.ai pipelines and their components
- View and Edit Code: Read and modify block code
- Execute Pipelines: Run entire pipelines or individual blocks
- Search Functionality: Find blocks by name, type, or content
- Pipeline Creation: Create new pipelines and blocks from scratch

Installation

```bash

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Description

About

Details

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Setting up with Highlight

From the repository

Claude Desktop / Cursor

McpServers

Mage.ai MCP Integration

Features

Installation

Install

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