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    • A
      license
      A
      quality
      D
      maintenance
      Enables AI agents to execute Python, TypeScript, and JavaScript code in persistent Jupyter kernels with stateful variables and imports across interactions.
      7
      58 PyPI
      4
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables AI agents to execute Jupyter notebook cells with persistent kernel state, output persistence, and structured JSON control surface.
      2
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables LLM agents to run persistent Python code in a workspace-scoped shared kernel, with tools for execution, background tasks, file operations, and external MCP integrations.
      AGPL 3.0
    • A
      license
      B
      quality
      B
      maintenance
      Provides a persistent, stateful IPython execution environment for MCP clients, allowing agents to run Python code, define functions and classes, and maintain state across calls. It includes tools for execution, inspection, dynamic tool registration, and robust timeout/recovery handling.
      11
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Enables interactive data analysis using a real IPython kernel with session management, supporting CSV/Excel/JSON loading, code execution, and variable monitoring.
      159
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