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Apache Zeppelin MCP Server

create_notebook

Create a new empty Apache Zeppelin notebook at a specified full path for subsequent editing or execution.

Instructions

Create a new empty notebook.

Args:
    name: Full path for the new notebook, e.g. "Users/john/ProjectName/Notebook Title"

Input Schema

NameRequiredDescriptionDefault
nameYes

Output Schema

NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.4.1

TDQS

B3.4/5.0
Behavior3/5

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

The annotations already declare readOnlyHint=false, idempotentHint=false, and destructiveHint=false, so the safety profile is largely covered. The description adds that the notebook is empty and gives the path format, but it omits duplicate-path behavior, permission requirements, and whether parent folders are auto-created.

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, with the core action in the first sentence and the parameter explanation immediately after. The Args formatting is standard and does not add unnecessary bulk.

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?

An output schema exists, so return values do not need description coverage, and annotations cover safety traits. However, for a create operation the description still leaves important calling context unstated, including duplicate-path behavior and folder/path prerequisites.

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 explain the sole parameter, and it does: "Full path for the new notebook" with a concrete example containing spaces and nested path segments. It could still be more explicit about root-relative vs absolute path handling.

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 states a specific verb and resource: "Create a new empty notebook." The phrase "new empty" helps distinguish it from import_notebook and clone_notebook, but it does not explicitly name those alternatives.

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?

It does not say when to use this tool versus clone_notebook, import_notebook, or other notebook creation paths. There is also no guidance on prerequisites such as whether parent folders must exist.

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