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mstampfer

Claude Code Notebook MCP

by mstampfer

notebook_export

Export a Jupyter notebook to Python, HTML, Markdown, LaTeX, or PDF using nbconvert.

Instructions

Exports the notebook to another format (e.g., python, html) using nbconvert

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYesPath to the notebook
formatYesExport format
output_pathNoPath for the exported file
Behavior2/5

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

No annotations are provided, so the description carries full burden for behavioral disclosure. It mentions 'using nbconvert' but does not disclose whether the export is asynchronous, whether it overwrites existing files, what happens when output_path is omitted, or what the return value is. Essential behavioral traits are missing.

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?

A single sentence that is front-loaded with the action and method. Every word serves a purpose; there is no redundancy or verbosity. The structure is optimal for quick comprehension.

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

Completeness3/5

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

Given the tool's simplicity (3 parameters, no output schema, no annotations), the description is adequate but not fully complete. It fails to mention error handling, prerequisites (nbconvert), or the behavior of the optional output_path parameter. It covers the core purpose but leaves gaps for an agent.

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?

Schema coverage is 100%, so the baseline is 3. The description adds minimal value beyond the schema: it gives examples of formats (python, html) which align with the enum, but does not explain the semantics of output_path or the behavior when it is absent. No additional meaning is provided.

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

Purpose5/5

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

The description uses a specific verb ('Exports') and resource ('notebook') with a clear target format. It distinguishes this tool from all sibling notebook tools, which are focused on editing, reading, or managing cells rather than exporting.

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

Usage Guidelines3/5

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

No explicit guidance on when to use this tool versus alternatives. While it is the only export tool among siblings, the description does not state when not to use it or mention any prerequisites (e.g., nbconvert installation). Usage context is implied but not spelled out.

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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