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jonasliesas

singlestore-mcp-server

by jonasliesas

notebook_environment

Read-only

Check the status of the notebook Python environment and monitor package installation progress.

Instructions

Status of the notebook Python environment (and install progress).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.8.1

TDQS

B3.4/5.0
Behavior3/5

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

The `readOnlyHint` annotation already signals a safe read operation, so the bar is lower. The description adds that it covers install progress, which is useful context beyond the annotation, but it does not explain what the status response contains or whether it is a blocking or polling call.

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 with no filler, and the core resource is front-loaded. Every word earns its place.

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?

For a zero-parameter read-only status tool with no output schema, the description is adequate to identify the endpoint, but it leaves gaps: it doesn't clarify the relationship to `notebook_environment_install` or what the returned status includes. Given the crowded sibling set, a bit more routing context would help.

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?

The tool takes no parameters, so the schema has nothing to document. Baseline for zero parameters is 4; the description does not need to add parameter meaning.

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 identifies a specific resource (notebook Python environment) and what it reports (status plus install progress), so an agent knows this is a read-only status check. It does not explicitly differentiate itself from sibling `notebook_environment_install` or `notebook_packages`, which is the main gap for a 5.

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?

There is no when-to-use guidance, no prerequisites, and no mention of alternatives such as `notebook_environment_install` for triggering installs or `notebook_packages` for package listing. Usage is only faintly implied by the word 'Status'.

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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