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ibmkevin

github-mcp-server

by ibmkevin

search_repositories

Search GitHub repositories by keyword to retrieve repository details including name, description, stars, forks, and language. Sort results by stars, forks, or best match.

Instructions

Search GitHub repositories by keyword. Returns repo name, description, URL, stars, forks, and primary language.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sortNoSort order: stars | forks | updated | best-matchbest-match
queryYesSearch keywords (e.g. 'react typescript hooks')
per_pageNoNumber of results to return (1–30, default 10)

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

B3.3/5.0
Behavior2/5

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

With no annotations, the description carries full responsibility for disclosing behavior. It mentions the return fields but does not describe side effects, rate limits, pagination behavior, or any edge cases. This lack of behavioral detail is a significant gap.

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?

The description is extremely concise and front-loaded, with the primary action and resource stated in the first sentence. It avoids unnecessary wording and directly addresses the tool's core functionality.

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 description lists the returned fields (repo name, description, URL, stars, forks, primary language), giving some context about the output. However, it omits details like default sort order, pagination limits, or any caveats. Given the simplicity of the tool, this is adequate but not comprehensive.

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 coverage is 100%, so the baseline is 3. The description adds minimal semantics by mentioning 'keyword' for the query parameter, but it does not clarify the meaning or interaction of sort and per_page beyond the schema's own descriptions. Thus, no additional value is provided.

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 tool's purpose: searching GitHub repositories by keyword. It identifies the specific resource (repositories) and the action (search), making it easy to distinguish from other 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 guidance is provided on when to use this tool versus alternatives like list_issues or read_file_contents. There is no mention of appropriate scenarios, prerequisites, or exclusions, leaving the agent to infer usage 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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