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openatlaspro-AI

databricks-mcp

run_sql

Run read-only SELECT queries for safe data exploration and profiling, with automatic row limit and mutation rejection.

Instructions

Run a read-only SELECT query. DDL/DML/multi-statement queries are rejected; a row LIMIT is enforced automatically.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
Behavior4/5

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

With no annotations, the description carries the full burden. It discloses read-only nature, rejection of non-SELECT queries, and automatic LIMIT enforcement, which are key behavioral traits.

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 with no wasted words. The first sentence states the core action, the second adds restrictions. Highly efficient.

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?

Given a single parameter, no annotations, and no output schema, the description covers essential behavior: read-only, restrictions, and automatic LIMIT. It could mention maximum LIMIT or error handling, but it's adequate.

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?

The single parameter 'query' has no schema description (0% coverage). The description adds value by specifying allowed query types and constraints, but lacks details like format or examples.

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?

The description clearly states the tool runs a read-only SELECT query, which is the core purpose. While it doesn't explicitly differentiate from sibling tools, the verb 'run' and restriction to SELECT queries imply a distinct use case.

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 states when to use (run a SELECT query) and what is rejected (DDL/DML/multi-statement, automatic LIMIT). It provides clear constraints but doesn't contrast with siblings.

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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