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Jupyter Notebook MCP Server

by shwetalsoni
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    Related Servers

    • jupyter-notebook-mcp

      g0g5
      F
      license
      Not graded
      quality
      D
      maintenance
      A FastMCP server for loading, editing, searching, and saving Jupyter notebooks (.ipynb) through MCP tools. It maintains a single active notebook session with live cell indices that update as cells are inserted or removed.
      -

    • notebook-tools-mcp

      tony-zhelonkin
      A
      license
      Not graded
      quality
      D
      maintenance
      MCP server for Jupyter notebook navigation and editing. Reads .ipynb files directly as JSON, providing efficient tools for reading, searching, and modifying cells without needing a Jupyter server.
      MIT

    • easy-jupyter-editor-mcp

      cshara1
      F
      license
      Not graded
      quality
      D
      maintenance
      Enables AI agents to safely and structurally edit Jupyter Notebook (.ipynb) files by providing tools to read, edit, add, and delete cells without corrupting the JSON structure.
      -

    • Jupyter MCP Server

      block
      A
      license
      A
      quality
      D
      maintenance
      Enables AI agents to interact with Jupyter notebooks via MCP tools for querying, modifying, executing, and setting up notebooks, with state preservation and real-time collaboration.
      4
      45
      Apache 2.0
    Deploy Server
    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.7/5.0

    Scored across 5 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose: adding cells, executing entire notebook, executing a specific cell, getting notebook info, and reading cells. No overlap exists.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using snake_case, such as add_cell_to_notebook, execute_entire_notebook, and read_notebook_cells.

    Tool Count4/5

    With 5 tools, the server is slightly underpopulated but still reasonable for focused notebook operations. The scope feels appropriate without being too thin.

    Completeness3/5

    The set covers adding, reading, and executing cells but is missing essential operations like creating or deleting notebooks and deleting cells, leaving notable gaps.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

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