mage-mcp-server
1
Mage.ai MCP Integration is a comprehensive solution for integrating Model Context Protocol with Mage.ai, enabling AI assistants to manage and automate data pipelines effectively. Key features include pipeline browsing, code editing, and execution of pipelines and blocks.
Mage.ai MCP Integration
A comprehensive Model Context Protocol (MCP) integration for Mage.ai, allowing AI assistants like 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
Usage
- Run the MCP server using
run_server.pywith various options for transport and configuration. - Install and integrate with Claude Desktop for enhanced usage.
- Develop and test using the
mcp devcommand.