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compare_repos

Compare two to ten GitHub repositories side by side on score, stars, forks, issues, last push, license, package downloads, and verdict to pick a library.

Instructions

Compare two to ten GitHub repositories (owner/repo) side by side: score, tier, stars, forks, open issues, last push, license, npm/PyPI weekly downloads, and a verdict. Sorted best first.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
reposYesRepository names in the form owner/repo.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.8/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full behavioral burden. It does add real value by disclosing the returned fields and the 'best first' sort order, effectively standing in for the missing output schema, but it says nothing about read-only nature, auth/rate-limit behavior, or what happens with invalid or missing 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?

A single sentence with zero filler: action, input form, cardinality, compared fields, and ordering are all front-loaded. Every clause earns its place.

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?

With no output schema and no annotations, the description compensates well by naming the returned metrics and sort order. It falls slightly short on error/edge-case behavior (nonexistent repos, private repos) that an agent might need for a multi-input comparison tool.

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?

Only one parameter exists and schema coverage is 100%, so the schema already documents the owner/repo format and the 2-10 item bounds. The description restates 'two to ten' and '(owner/repo)' without adding syntax or semantics beyond the schema, so baseline 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?

States a specific verb (compare) and resource (GitHub repositories), gives the accepted input format (owner/repo), the cardinality range (two to ten), and enumerates the compared dimensions and output ordering. An agent can immediately tell this apart from recommend_repos and trending_repos.

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

Usage Guidelines3/5

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

The description implies the usage context (side-by-side comparison of a known set of repos) but never says when to prefer this over recommend_repos or trending_repos, nor any exclusion or prerequisite. Usage is only inferable from the name and field list.

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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