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Brian20040323

MCP Knowledge Bridge

kb_search

Search local knowledge entries and markdown documents using BM25 ranking to find relevant information based on a query.

Instructions

BM25 search over local knowledge entries and markdown docs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYes
top_kNo
Behavior2/5

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

No annotations provided, so description carries full burden. It only mentions the search algorithm (BM25) and scope. Missing details on read-only nature, pagination, result limits, or handling of no results.

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?

Single sentence, front-loaded, no fluff. Could add more context without sacrificing conciseness.

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?

With 2 parameters, no output schema, and no annotations, the description is too sparse. Agent needs to know return format, pagination, and failure modes for effective use.

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 coverage is 0%, and description adds no meaning beyond parameter names. 'query' and 'top_k' are self-explanatory but not elaborated. Default value for top_k (3) is in schema but not described.

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 verb (BM25 search) and resource (local knowledge entries and markdown docs). It distinguishes from sibling tools like kb_get (retrieve single entry) and kb_compare (compare entries).

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 BM25 search but provides no explicit when-to-use, when-not-to-use, or alternatives. Sibling tools offer indirect guidance but are not mentioned.

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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