A
licenseNot graded
qualityC
maintenanceConnects Claude Code to local Jupyter kernels for code execution, kernel management, and notebook execution, with security gating and output capture.
PolyForm Noncommercial 1.0.0
JupyterMCP
by jjsantos01
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TDQS
A3.8/5.0
Scored across 11 tools
Disambiguation5/5
Each tool has a clearly distinct purpose: editing, inserting, running cells individually or all at once, retrieving text or image outputs, getting notebook info, saving, and slideshow settings. No two tools overlap significantly.
Naming Consistency5/5
Tool names follow a consistent verb_noun pattern (e.g., edit_cell_content, get_cells_info, run_cell). 'ping' is a simple exception but is widely recognized and does not disrupt overall consistency.
Tool Count5/5
With 11 tools, the set is well-scoped for interacting with a Jupyter notebook. It covers navigation, editing, execution, output retrieval, slideshow, and saving without being bloated or sparse.
Completeness4/5
The tool surface covers core notebook operations (edit, insert, run, save, slideshow, output retrieval) but lacks cell deletion, reordering, or kernel management. These are minor gaps for typical workflows.
Maintenance
ActivityInactive
ResponsivenessUnresponsive