A
licenseA
qualityB
maintenanceEnables AI assistants to read, edit, and execute Jupyter notebook files (.ipynb) with live kernel output, without requiring JupyterLab.
17
MIT
Notebook MCP
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TDQS
C2.4/5.0
Scored across 13 tools
Disambiguation4/5
Most tools have distinct purposes (e.g., execute vs. inspect vs. analyze), but jupyter_execute and jupyter_execution_submit could be confused, and jupyter_execution_output overlaps somewhat with jupyter_inspect.
Naming Consistency3/5
Uses two prefixes (jupyter_, notebook_) inconsistently; within jupyter_ group, some are verbs (execute, get_kernel) and others are noun phrases (execution_cancel, execution_output), breaking the pattern.
Tool Count5/5
13 tools is well-scoped for a Jupyter notebook server, covering execution, kernel inspection, session management, and notebook analysis without being overwhelming.
Completeness4/5
Covers core notebook interactions (execute, analyze, export, state) but lacks tools for creating or deleting notebooks/kernels, and no direct session shutdown.
Maintenance
ActivityInactive
ResponsivenessNo issues