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InkByteStudio

mcp-enterprise-starter

query_database

Execute read-only SQL queries against a database with automatic masking of sensitive data and row limits for safe access.

Instructions

Execute a read-only SQL query against the database. Only SELECT statements are allowed. Results from sensitive columns (email, SSN) are automatically masked. Queries are limited to a maximum number of rows.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSQL SELECT query to execute
paramsNoParameterized query values
Behavior4/5

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

With no annotations, description carries full burden; it discloses read-only nature, sensitive column masking, and row limits. Additional details like max row count or error behavior would improve, but current level is adequate.

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?

Description is front-loaded with main action and composed of short, information-dense sentences, each adding essential context.

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?

Coverage of constraints is good, but lack of output schema and unspecified max row count leaves minor gaps. Still sufficient for typical usage.

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 coverage is 100% so baseline is 3. Description adds value beyond schema by specifying query constraints (SELECT only, masking, row limit) that affect parameter usage.

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 clearly states it executes read-only SQL queries, restricts to SELECT statements, and mentions masking and row limits. It distinguishes from siblings (get_schema, list_tables) which focus on schema discovery.

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

Usage Guidelines4/5

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

The description explicitly limits usage to SELECT queries, but does not provide alternative tools for schema exploration or when not to use. However, siblings imply when to use those.

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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