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sam170203

Personal GitHub MCP

by sam170203

repository_summary

Get a high-level summary of any GitHub repository using its name or owner/repo format. Quickly grasp the purpose, structure, and key contents of a repository without diving into code.

Instructions

Return a high-level summary of a GitHub repository.

Args: name: repository name ('repo' or 'owner/repo').

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It only states 'Return' which implies a read-only operation, but does not mention authentication requirements, error behavior, rate limits, or what constitutes a 'high-level summary'. This lack of 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 highly concise: two short sentences with the primary action front-loaded and parameter documentation efficiently after. Every word earns its place, with no redundancy or filler.

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?

For a simple one-parameter tool with an existing output schema, the description provides enough information for correct invocation. It doesn't elaborate on the summary's content, but the output schema likely provides that structure. Some nuance about scope is missing, but overall it is 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 schema provides only a bare string type with no description (0% coverage), but the description includes an Args section explaining the parameter format ('repo' or 'owner/repo'), adding practical meaning beyond the schema. This compensates well for the 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?

The description clearly states the tool's purpose with a specific verb ('Return') and resource ('a high-level summary of a GitHub repository'). It is unambiguous, though it does not explicitly distinguish itself from sibling tools like 'explain_repository' or 'architecture_summary'.

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. The description does not mention any exclusions, prerequisites, or preferred scenarios, leaving the agent without context for selecting this tool among siblings.

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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