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Crawlora-org

Crawlora MCP

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github_trending

List trending GitHub repositories by language and time window to discover popular open-source projects for market insights.

Instructions

List trending GitHub repositories. Returns the repositories on GitHub's trending page (market discovery).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sinceNoTime window
languageNoProgramming language filter (e.g. go, python)
Behavior3/5

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

No annotations provided, so description must carry behavioral info. It states it returns trending repos, which is straightforward, but lacks details on rate limits, authentication, pagination, or other behaviors beyond the basic purpose.

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?

Two concise sentences, no filler. Front-loaded with purpose, every sentence earns its place.

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?

Simple tool with two optional parameters and no output schema. Description fully covers the tool's behavior and context, leaving no gaps for an agent.

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 descriptions for both parameters. Description adds no new meaning beyond the schema, meeting the baseline for high schema coverage.

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?

Description clearly states 'List trending GitHub repositories' with a specific verb and resource. It distinguishes from siblings like github_trending_developers and github_search_repositories by specifying it returns repos from the trending page.

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?

Implies usage for discovering popular repos, but no explicit guidance on when to use versus alternatives like github_search_repositories or when not to use. No exclusions or context provided.

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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