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QRStuff MCP Server

search_knowledge_base

Read-onlyIdempotent

Search the QRStuff knowledge base for relevant information against user query.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesSearch query for the knowledge base.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
matchesNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

Annotations already declare readOnlyHint, idempotentHint, openWorldHint, and destructiveHint=false, so the safety profile is fully covered by structured data. The description adds no behavioral context beyond that – no rate limits, no scope or freshness of the knowledge base, no indication of result quality or fallback behavior.

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?

A single efficient sentence that front-loads the verb and resource. Slightly awkward phrasing ('against user query') but no wasted text.

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

Completeness3/5

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

The tool is simple (one param) and has an output schema, so return values need not be explained, which lowers the bar. Still, for a conversational retrieval tool the description gives no guidance on when it should be preferred over asking the user or using another tool, leaving a modest gap.

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?

There is a single required parameter with 100% schema description coverage, so the schema already documents 'query'. The description adds no syntax, format, or query-construction guidance beyond the schema, so the baseline 3 applies.

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?

States a specific verb and resource: 'Search the QRStuff knowledge base for relevant information.' An agent can tell this is a retrieval tool over a knowledge base, distinct from the many QR-code/account siblings. It does not, however, name or contrast any specific sibling tool.

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 when-to-use, when-not-to-use, or alternative routing is provided. It's implied that you call this when you need knowledge-base information, but nothing tells the agent how this differs from e.g. create_support_ticket or the account/scan tools for answering user questions.

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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