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eukos

mcp-sequel

by eukos

query

Run SQL commands on MySQL, MariaDB, or SQLite and retrieve JSON output with column names and row count.

Instructions

Execute a SQL query on a database connection. Returns JSON with columns, rows, row_count, limit_applied.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
connectionYes
sqlYes
databaseNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

No annotations are provided, so the description must cover behavioral traits. It fails to disclose whether queries are read-only or can mutate data, potential side effects, or authorization requirements. Mentioning return structure helps but is insufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is concise with two sentences covering purpose and output. It is front-loaded and efficient, though it could mention parameter details without adding significant length.

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?

Given the complexity of SQL execution, the lack of annotations, and the minimal parameter explanation, the description is insufficient for an agent to safely and correctly invoke the tool. Missing safety, parameter semantics, and usage context detail.

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 description coverage is 0%, and the description does not explain the parameters (connection, sql, database) beyond the generic phrase 'on a database connection.' No details on format, defaults, or constraints are given, leaving the agent without necessary context.

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 the tool's purpose: 'Execute a SQL query on a database connection.' It also specifies the return format (JSON with columns, rows, row_count, limit_applied), distinguishing it from sibling tools like get_version and list_connections.

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

Usage Guidelines3/5

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

The description implies usage for SQL execution but gives no explicit guidance on when to choose this tool over siblings or what contexts are appropriate. No exclusions or alternative recommendations are provided.

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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