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Repolode

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Projects that gained the most GitHub stars over the last 7 days, optionally within one category.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoHow many results, at most 25; default 10.
localeNoLanguage of the summaries; default en.
categoryNoLimit to one category.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

With no annotations, the description carries the full burden and does usefully disclose the ranking criterion and 7-day window — genuine behavioral context. However it says nothing about result ordering guarantees, data freshness/caching, or what a returned 'project' contains.

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 front-loaded sentence that defines resource, metric, window, and optional filter with zero 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 read-only, zero-required-parameter listing tool this covers what is needed to call it correctly. With no output schema, a brief note on the shape of each returned project would have closed the remaining gap.

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%, including enum values and the limit maximum, so the schema already documents everything. The description only echoes the category filter and adds no semantics for limit or locale beyond the schema.

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?

States a specific resource (projects/repos), a specific ranking metric (stars gained), and a precise time window (last 7 days), optionally scoped to one category. An agent can tell this apart from get_repo or search_repos, though no sibling is named explicitly.

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 phrase 'optionally within one category' implies the main usage pattern but gives no explicit when-to-use versus search_repos or find_alternatives, and no exclusion conditions. Guidance is inferable rather than stated.

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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