Cell Level Code Reading And Writing With Ast Aware Insertion

via “cell-level code reading and writing with ast-aware insertion”

🪐 🔧 Model Context Protocol (MCP) Server for Jupyter.

Unique: Implements position-aware cell insertion (before/after/replace) that maintains notebook execution order semantics, rather than simple append-only operations. Preserves cell metadata and execution counts during modifications.

vs others: Provides fine-grained cell-level control that notebook UIs typically hide, enabling AI agents to reason about code structure and insertion points programmatically.