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search_repos

Full-text search with operators: category: lang: tool: bucket: platform: status: owner: … prefix - to exclude.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYes
pageNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.4/5.0
Behavior2/5

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

No annotations are provided, so the description must carry the full burden. It mentions operator syntax but says nothing about read-only safety, pagination behavior, result format, or authentication needs. Behavioral disclosure is minimal.

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?

The description is a single, efficient sentence that front-loads the core function and lists operator keys compactly. It avoids filler, though its extreme brevity contributes to other gaps.

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?

For a search tool with no annotations and no output schema, the description is incomplete. It lacks page semantics, result behavior, and any usage context, leaving critical operational details unspecified.

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 description coverage is 0%, so the description must compensate. It partially explains the 'q' parameter by listing supported operators (category:, lang:, etc.) and the exclusion prefix, but it gives no usage syntax and completely omits the 'page' parameter.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description states 'Full-text search with operators,' which gives a verb and some context, but it never states the resource being searched (repos). An agent must infer from the name that it searches repositories, and there is no explicit differentiation from siblings like list_repos or get_repo.

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 guidance is given on when to use this tool versus list_repos, get_repo, or other siblings. It only describes query syntax, leaving the agent to guess the appropriate context.

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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