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1036007003-wq

github-stars-mcp

track_star_growth

Monitor the star growth of any GitHub repository by analyzing the last 100 stargazers to track trends and engagement over time.

Instructions

Track star growth over time (last 100 stargazers). Free feature.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
repoYesRepo name (format: owner/repo)
Behavior3/5

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

No annotations provided, so description carries burden. States the tool tracks last 100 stargazers (read operation), but lacks details on authentication, rate limits, data freshness, or return format. Partial disclosure.

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?

Extremely concise: one sentence plus parenthetical. All words add value. Front-loaded with key purpose.

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?

No output schema, so description should hint at what is returned. Mentions 'over time' but not time granularity. Adequate for simple tool but incomplete without output details.

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 description for 'repo'. Tool description adds no parameter-level meaning; baseline 3 is appropriate.

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?

Clearly states verb 'track' and resource 'star growth', specifies time scope 'over time' and constraint 'last 100 stargazers'. Distinguishes from sibling tools like analyze_repo by focusing on a specific metric.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implies usage for monitoring star growth over time with a free feature. No explicit exclusions or alternatives, but context is clear from tool name and sibling names.

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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