{"id":"jupyter-mcp-server","name":"Jupyter MCP Server","af_score":65.2,"security_score":60.0,"reliability_score":null,"what_it_does":"MCP server that connects AI assistants to Jupyter notebook environments for real-time notebook management. Provides tools to create, read, execute, and modify notebook cells, manage kernels, browse the Jupyter filesystem, and handle multimodal outputs including images and plots.","best_when":"You have a JupyterLab instance running and want an AI assistant to directly create, execute, and iterate on notebook cells with full visibility into outputs including plots and images.","avoid_when":"You need production workflow orchestration, are using Google Colab (support incomplete), or your AI client does not support multimodal responses.","last_evaluated":"2026-03-01T09:50:05.748039+00:00"}