Mage MCP
Build data pipelines with AI via MCP. Manage Mage blocks, monitor pipeline runs, debug transformations, and orchestrate ETL workflows.
What is Mage MCP?
Mage MCP connects AI to Mage's modern data pipeline platform. Mage provides a hybrid notebook/pipeline interface that combines the interactivity of notebooks with the reliability of production pipelines.
Notebook + Pipeline
Mage's block-based architecture lets you develop interactively and deploy reliably. AI models through Mage MCP can help manage blocks, debug transformations, and optimize pipeline performance.
Configuration
{
"mcpServers": {
"mage": {
"command": "npx",
"args": ["mage-mcp"],
"env": {
"MAGE_API_URL": "http://localhost:6789/api"
}
}
}
}Use Cases
Mage MCP is ideal for data engineers who love notebook-style development but need production reliability, teams building ETL/ELT pipelines, and organizations wanting AI-assisted data transformation development.
Key Features
- Manage pipeline blocks and dependencies
- Monitor pipeline execution and logs
- Debug data transformations
- Configure triggers and schedules
- Manage secrets and environment settings
- Track data quality checks
Similar MCP Servers
View all →
Everything Claude Code
The agent harness performance optimization system.
Mcp For Beginners
This open-source curriculum introduces the fundamentals of MCP.
DesktopCommanderMCP
MCP server for Claude with terminal control and file search.
Docker Hub MCP
Official MCP server to interact with Docker Hub.