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sam170203

Personal GitHub MCP

by sam170203

where_did_i_use

Search your GitHub repositories for a keyword to find where you used it, with optional language and result limits.

Instructions

Find where you used a given keyword in your own repositories.

Args: keyword: the text to search for in your code. language: optional filter, e.g. 'python'. limit: maximum number of results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
keywordYes
languageNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

With no annotations, the description must disclose behavior. It adds the contextual constraint of searching 'your own repositories', but doesn't state read-only nature, permissions, or potential side effects. The behavior is typical for a search tool, so it's minimally adequate.

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: one purpose line plus a compact parameter list. Every sentence adds value, and it's front-loaded with the main action.

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

Completeness4/5

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

Given the tool's simplicity and the presence of an output schema, the description covers the essential purpose and parameters. It lacks usage guidance and behavioral details, but for a straightforward search operation, it's adequate.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description provides full explanations for all three parameters, including an example for language ('python') and the meaning of limit. Since schema coverage is 0%, this fully compensates for missing schema descriptions.

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?

Description uses specific verb 'Find' and resource 'keyword in your own repositories', clearly stating the tool's function. The phrase 'your own repositories' differentiates it from broader code search tools, though it doesn't explicitly name alternatives.

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 explicit guidance on when to use this tool versus siblings like search_code or search_repository. The scope is implied by 'your own repositories', but no comparative direction is provided.

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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