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jonasliesas

singlestore-mcp-server

by jonasliesas

notebook_open

Read-only

Reads a named .ipynb notebook from the SQL folder, letting you inspect its SQL cells and content.

Instructions

Read one .ipynb notebook from the SQL folder.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.8.1

TDQS

B3/5.0
Behavior3/5

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

readOnlyHint=true already declares the safe-read profile, so the description only needs to add scope. It adds that the notebook comes from the 'SQL folder' and that exactly one is returned, but says nothing about what 'reading' yields (content vs. handle) or size limits.

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?

One short, front-loaded sentence with zero filler. The verb and scope lead, and nothing is wasted.

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?

No output schema exists, so the description carries the burden of explaining the return value, which it does not — an agent cannot tell whether it gets notebook JSON, raw text, or a handle. For a read tool whose result drives the next call, this is a meaningful gap.

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

Parameters2/5

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

Schema coverage is 0%, so the single 'name' parameter is undocumented anywhere. The description hints it is a notebook name located in the SQL folder, but gives no format, extension expectation, or path semantics to compensate for the coverage gap.

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?

States a specific verb+resource+scope: read one .ipynb notebook from the SQL folder. This distinguishes it from notebook_run (execution) and notebook_files (listing), though it doesn't name those siblings explicitly.

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 when-to-use guidance and no alternatives named. An agent must infer that this opens a single notebook by name, with no indication of prerequisites or when to prefer it over notebook_files or notebook.

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

Deploy Server

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