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nusduck

biz-db-mcp

by nusduck

query

Execute bounded read-only SELECT statements on MySQL databases using optional parameters and limits, ensuring safe data retrieval across multiple databases without bulk exports.

Instructions

Run a bounded read-only SELECT. Use export for bulk pulls.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sqlYes
limitNo
paramsNo
databaseNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

With no annotations, the description carries the full burden of behavioral disclosure. It discloses key safety traits: read-only (no mutation) and bounded (limited results). This is valuable context, though it doesn't specify default limits or error behavior, which is acceptable for a simple query tool.

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 two short sentences, front-loaded with the core action. 'Bounded' and 'read-only' add essential context, and the export alternative is stated efficiently. No wasted words.

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 output schema exists and the tool is straightforward, the description is nearly sufficient. However, it doesn't clarify how 'bounded' maps to the limit parameter or what the database parameter does, leaving some ambiguity. It provides a basic but incomplete picture for a 4-parameter tool.

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

Parameters1/5

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

Schema description coverage is 0% and the description mentions no parameters. It does not explain the sql, limit, params, or database parameters, leaving the agent without semantic guidance beyond type names. This is a major gap for a tool with multiple parameters.

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 states the tool runs a bounded read-only SELECT, clearly indicating a query operation. It distinguishes itself from siblings by specifying read-only (not execute) and bounded (not export for bulk pulls), making the purpose unambiguous.

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

Usage Guidelines5/5

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

The description explicitly says 'Use export for bulk pulls,' providing a concrete alternative for a specific scenario. The 'read-only' qualifier implies it's not for writes, giving clear when/when-not guidance relative to sibling tools.

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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