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Apache Zeppelin MCP Server

import_notebook

Import a previously exported Zeppelin notebook JSON, optionally renaming it, to restore or reuse notebook content.

Instructions

Import a previously exported notebook JSON. Optionally rename it.

Args:
    notebook_json: The full notebook JSON string from export_notebook
    new_name: Optional new name/path for the imported notebook

Input Schema

NameRequiredDescriptionDefault
new_nameNo
notebook_jsonYes

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.4.1

TDQS

A3.7/5.0
Behavior3/5

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

Annotations already disclose that this is a non-read-only, non-idempotent, non-destructive operation. The description adds that the input must come from export_notebook and that renaming is optional, but it does not describe side effects such as whether import creates a new notebook, how name conflicts are handled, or permission requirements.

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 short and front-loaded: the core operation is stated first, followed by optional renaming and compact parameter notes. There is no redundant or filler text.

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

Completeness4/5

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

An output schema exists, so return-value explanation is unnecessary. The description covers both parameters and the export/import pairing, but it omits conflict handling and permission expectations, leaving a small gap for an import mutation.

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

Parameters4/5

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

Schema description coverage is 0%, so the description must carry parameter meaning. It does so for both parameters: notebook_json is 'The full notebook JSON string from export_notebook' and new_name is an optional 'new name/path.' The only minor ambiguity is what 'path' means in new_name.

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 uses a specific verb and resource: 'Import a previously exported notebook JSON,' and notes the optional rename. It distinguishes the operation from generic creation by tying input to export_notebook, though it does not explicitly contrast with sibling tools like create_notebook or clone_notebook.

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?

The phrase 'previously exported notebook JSON' implies this should be used with output from export_notebook, giving an implicit usage context. However, there is no explicit when-to-use vs when-not guidance or named alternative tool selection.

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