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compare_repos
Read-only

Compare 2-10 known GitHub repositories side by side, best score first: score and tier, stars, forks, open issues, last push, license, npm/PyPI weekly downloads (only when the registry links back to the repository) and a verdict. Each result has a 0-100 score (momentum 40% (stars gained per week; without history, lifetime stars per week scaled by the npm/PyPI download trend), maintenance 25%, adoption incl. npm/PyPI weekly downloads 25%, license 10%), a tier (Strong >=75, Solid >=50, Watch >=25, Avoid <25; New for repos under 30 days old, too new to judge), a one-line verdict and the full breakdown. Use this to choose between candidates you already have (for example zod vs valibot) or to check a dependency the project already uses; use recommend_repos to find candidates. One GitHub API call per repository plus npm/PyPI lookups. A repository that does not exist is listed under notFound and the rest are still compared; the call fails only if none can be fetched, or when GitHub's rate limit is reached or the token is rejected. Hosted: 50 free tool calls per day per user; send header X-GitHub-Token with your own GitHub token for unlimited use, or run the npm package locally (npx -y whichlib).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
reposYesRepository names as owner/repo, e.g. ["colinhacks/zod", "fabian-hiller/valibot"]. Not URLs or npm/PyPI package names.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / $schema
      Previous value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"
  2. First observed

TDQS

A4.6/5.0
Behavior5/5

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

Annotations only declare readOnlyHint/openWorldHint; the description adds substantial behavioral context beyond them: one GitHub call per repo plus registry lookups, partial-failure semantics (bad repos land in notFound, others still compared), failure only when all fail or rate limit/token rejection occurs, and the hosted quota with the X-GitHub-Token escape hatch. This is a mutation-free read tool whose cost and failure profile are fully disclosed.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with what is compared, then scoring weights, tiers, verdict, usage, then cost/failure/quota. Long but dense with zero filler; slight length cost from packing the full scoring rubric into one paragraph.

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

Completeness5/5

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

There is no output schema, so the description carries the return-shape burden and does: score, tier thresholds, verdict, breakdown, and the notFound list. Combined with the disclosed rate limits and quota, an agent has everything needed to call and interpret this correctly.

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 description coverage is 100%, and the schema already specifies owner/repo format and the 'not URLs or npm/PyPI package names' constraint, so the description adds little param-level meaning. It restates the 2-10 bound and gives example values, which is marginal reinforcement rather than new information — baseline 3.

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+resource (compare 2-10 GitHub repositories side by side) and immediately enumerates the compared dimensions and the returned fields. It explicitly contrasts itself with the sibling recommend_repos, so an agent can route between them without opening a schema.

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

Usage Guidelines5/5

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

Gives explicit when-to-use ('choose between candidates you already have, for example zod vs valibot' / 'check a dependency the project already uses') and names the alternative for the opposite case ('use recommend_repos to find candidates'). Nothing is left to inference.

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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