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sevoniva

OceanBase MCP

by sevoniva

Summarize Query Result

ob_summarize_result

Summarize returned query rows to extract key statistics and top values without additional database reads. Analyze data patterns and distributions from cached results.

Instructions

Summarize already returned query rows without reading the database.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
rowsYes
columnsNo
profileNo
sessionIdNo
maxTopValuesNo
Behavior2/5

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

No annotations are provided, and the description only states the tool does not read the database. It does not disclose other behavioral traits such as side effects, performance implications, or limitations.

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

Conciseness3/5

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

The description is very concise, consisting of one sentence that front-loads the verb. However, this brevity sacrifices essential details, making it less effective.

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

Completeness1/5

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

With 5 parameters, no output schema, and no annotations, the one-sentence description is grossly incomplete. It fails to explain how to use the tool or what the summary output looks like.

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%, yet the description adds no meaning to any of the 5 parameters. It provides no hints about the purpose of 'rows', 'columns', 'profile', 'sessionId', or 'maxTopValues'.

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 summarizes already returned query rows without reading the database, using a specific verb-resource pair and distinguishing it from database-reading tools.

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

Usage Guidelines2/5

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

No explicit guidance on when to use this tool versus alternatives. The description implies it is for in-memory summarization but does not mention when not to use it or specify alternative tools for different contexts.

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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