MCP·10C475
J

jupyter-notebook-mcp

By jjsantos01·Visit Source
通过MCP实现Jupyter Notebook与Claude AI的集成
2025年4月17日
2 months ago
1 Clicks
About jupyter-notebook-mcp

通过MCP实现Jupyter Notebook与Claude AI的集成. jupyter-notebook-mcp is a Model Context Protocol (MCP) server maintained by jjsantos01. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It exposes 11 tools, including ping, insert_and_execute_cell, save_notebook, get_cells_info, get_notebook_info, run_cell, run_all_cells and get_cell_text_output, that an agent can call directly. It is categorized under AI/Claude and Tool/Jupyter.

什么是MCP

该MCP实现了Jupyter Notebook(v6.x)与Claude AI之间的双向通信,通过基于WebSocket的服务器,使AI能够直接操作笔记本单元格、执行代码并获取输出。

如何使用MCP

  • 安装前置条件(Python 3.12+,uv包管理器)
  • 在Claude桌面端配置MCP服务器路径
  • 使用自定义内核启动Jupyter Notebook
  • 在笔记本单元格中初始化WebSocket服务器
  • 通过Claude的MCP功能界面进行交互
  • MCP的用途

    - AI辅助代码执行与调试

    - 自动化数据分析和可视化

    - 交互式教学演示

    - 研究工作流自动化

    - 生成含实时代码示例的演示文稿

    Repository Info
    Stars:
    128
    Forks:
    25
    Watchers:
    128
    Last Updated: 2 months ago

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    FAQ

    Frequently asked questions

    What is the jupyter-notebook-mcp MCP server?

    jupyter-notebook-mcp is a Model Context Protocol server from jjsantos01. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.

    How do I connect jupyter-notebook-mcp to my AI client?

    Add jupyter-notebook-mcp to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.

    What tools does jupyter-notebook-mcp provide?

    jupyter-notebook-mcp provides 11 tools: ping, insert_and_execute_cell, save_notebook, get_cells_info, get_notebook_info, run_cell, run_all_cells, get_cell_text_output, get_image_output, edit_cell_content and set_slideshow_type.

    Is jupyter-notebook-mcp free to use?

    jupyter-notebook-mcp is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.

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