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GeniusTechnoMystic

OSSInsight MCP Server

ossinsight_repo

Retrieve GitHub repo metadata including stars, forks, language, license, and description to evaluate project health and popularity.

Instructions

Get GitHub repository metadata: stars, forks, language, license, description.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoYesRepository name (e.g. 'nginx')
ownerYesGitHub owner (e.g. 'nginx')
Behavior3/5

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

No annotations are present, so the description must carry the behavioral burden. It does disclose the returned fields (stars, forks, etc.) and implies a read-only operation via 'Get', but it does not mention error handling, authorization, or whether the metadata is limited to public repositories.

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 a single sentence with clear front-loading ('Get GitHub repository metadata') and a concise list of outputs. Every word is informative, with no redundant or filler content.

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?

For a simple two-parameter lookup, the description names the core purpose and output fields. However, without an output schema or annotations, it lacks behavioral details like error responses and usage context relative to sibling tools, leaving some gaps.

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% with clear descriptions and examples for both owner and repo. The description adds no additional parameter semantics beyond the schema, so the baseline score of 3 applies.

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 action ('Get') and the resource ('GitHub repository metadata'), and enumerates the key fields returned (stars, forks, language, license, description). This distinguishes it from sibling tools like ossinsight_trending or ossinsight_compare, which serve different purposes.

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 such as ossinsight_search or ossinsight_trending. There are no exclusions, prerequisites, or context signals; usage is only implied by the tool name and description.

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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