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Knowledge Base Search

search_knowledge_base
Read-onlyIdempotent

Searches the framework's methodology, definitions, positioning and changelog for a phrase and returns matching sections with links to the source documents. Use it for a concept the other tools do not cover. It returns excerpts, not full documents. To check readiness, use assess_ai_readiness.

Input Schema

NameRequiredDescriptionDefault
queryYesKeyword or phrase to search for.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

Annotations already declare readOnly, idempotent, non-destructive, closed-world behavior, so the safety profile is covered. The description adds a genuinely useful behavioral detail — returns excerpts, not full documents — which sets expectations about result granularity beyond the annotations.

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?

Three short sentences, front-loaded with purpose, then output-shape caveat, then routing. Every sentence earns its place and none restate structured fields.

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?

No output schema exists, and the description compensates by describing the return (excerpts plus source links). For a single-parameter search tool with full annotation coverage, nothing an agent needs to invoke it correctly is missing.

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% with a single well-documented 'query' parameter, so the schema carries the load. The description notes it accepts 'a phrase', which mildly reinforces the schema but adds no syntax or format detail. Baseline 3 applies.

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?

A specific verb (searches) plus the exact corpus it covers (methodology, definitions, positioning, changelog) and the return shape (matching sections with source links). This distinguishes it from get_faq and get_framework_overview without opening those schemas.

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?

It states the selection condition clearly — 'Use it for a concept the other tools do not cover' — and names a concrete alternative ('To check readiness, use assess_ai_readiness'). It stops short of enumerating which sibling tools already cover which topics, so the agent must infer the boundary.

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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