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mstampfer

Claude Code Notebook MCP

by mstampfer

notebook_delete_cell

Delete a specific cell from a Jupyter notebook by specifying the notebook file path and the cell index number.

Instructions

Deletes a specific cell

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYesPath to the notebook
cell_indexYesIndex of the cell to delete
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden of behavioral disclosure. 'Deletes' implies destructiveness, but it does not mention irreversibility, potential side effects on other cell indices, or required permissions beyond what is inherent in the verb.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is exactly one short sentence with no wasted words. It is appropriately sized for a simple delete operation.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The description is minimal and does not explain consequences of deletion (e.g., permanent removal, shift of subsequent indices) or what the return value indicates. Given the lack of annotations and output schema, this leaves important context for the agent to infer.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema already provides descriptions for both 'path' and 'cell_index' (100% coverage), so the description adds no semantic value. The baseline of 3 is appropriate because the schema fully documents the parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Deletes a specific cell' uses a clear verb and resource, accurately conveying the operation. While it doesn't differentiate among sibling tools beyond the delete action, the verb itself sufficiently distinguishes it from read/edit/add operations.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool versus alternatives like notebook_edit_cell or notebook_duplicate_cell. The description only states the action without any context, prerequisites, or exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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