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sql

Read-only

Execute read-only SQL queries on local database for ad-hoc analysis, aggregations, and joins across synced resources.

Instructions

Run read-only SQL against local database. Use for ad-hoc analysis, aggregations, and joins across synced resources. Requires sync first. Returns a JSON object with rows, truncated, and row_limit; large responses are bounded to the MCP tool-result budget.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSQL query (SELECT or WITH...SELECT). Tables match resource names.
Behavior4/5

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

Beyond annotations (readOnlyHint, openWorldHint), description adds return structure ('rows, truncated, row_limit') and budget bound, providing useful behavioral context.

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?

Two sentences, no wasted words. Purpose and behavioral details are front-loaded and concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite no output schema and single parameter, description covers purpose, usage, return format, constraints, and budget limits, making it complete for this simple tool.

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

Parameters3/5

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

Schema description coverage is 100% and the parameter description in schema is adequate; description adds no new parameter-level detail beyond what schema provides.

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?

Description clearly states the tool runs read-only SQL for ad-hoc analysis, aggregations, and joins, differentiating it from sibling tools like command_run or search.

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?

Explicitly states use case ('ad-hoc analysis, aggregations, joins') and prerequisite ('requires sync first'), but does not list when not to use or mention alternatives.

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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