mage-mcp-server

mage-mcp-server

3.2
developer_toolsai_chatbot

If you are the rightful owner of mage-mcp-server and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

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

Mage.ai MCP Integration provides a seamless interface for AI assistants to interact with Mage.ai data pipelines. It allows users to browse, view, edit, and execute pipelines and blocks, enhancing the efficiency of data management and processing. The integration supports various functionalities such as searching for blocks, creating new pipelines, and executing them, making it a versatile tool for data engineers and AI developers. The server can be configured using environment variables or command-line arguments, and it supports different transport methods like stdio and SSE. Additionally, it offers a development mode for testing and development purposes.

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.

Tools

  1. list_all_pipelines

    List all pipelines with details.

  2. get_pipeline_details

    Get pipeline information.

  3. list_pipeline_blocks

    List blocks in a pipeline.

  4. get_block_content

    Get block code.

  5. create_pipeline

    Create a new pipeline.

  6. create_block

    Create a block.

  7. update_block_content

    Update block code.

  8. execute_pipeline

    Run a pipeline.

  9. execute_block

    Run a specific block.

  10. get_pipeline_code

    Get complete pipeline code.

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