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gk-pay-skills-mcp

Toutiao Killer Title

toutiao_killer_title

头条爆款标题。输入话题(如 房贷利率下调),返回高点击标题组。每次 ¥0.05。

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.3/5.0
Behavior4/5

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

没有 annotations,因此描述承担行为披露责任。它额外披露了每次调用费用 ¥0.05、输入为话题、输出为标题组,这些是有价值的调用行为信息。不过未说明返回标题数量、错误情况或限制,但结合简单生成类工具和 output schema 的存在,已算充分。

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?

一句话内依次给出核心定位、输入示例、返回结果和价格,信息密度高且无冗余,适合 agent 快速解析。

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?

对仅有一个必填参数、无复杂嵌套、且有 output schema 的工具,描述已覆盖调用所需的核心信息:输入语义、返回内容、费用。没有明显影响正确调用的缺口。

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema 对参数 q 的描述覆盖率为 0%,但描述中用“输入话题(如 房贷利率下调)”补充了 q 的语义,并给出具体示例。单参数场景下这足以让 agent 理解如何填写。

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?

描述使用明确动词+资源:“输入话题……返回高点击标题组”,并给出具体示例(房贷利率下调),清楚说明这是一个头条标题生成工具。与 viral_hook、xhs_viral_note 等兄弟工具在平台和用途上可区分。

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?

描述隐含了使用场景:当用户需要一个话题的头条爆款标题时使用,但没有显式说明何时不该用、或与其他标题类兄弟工具的取舍。缺少 when/when-not 的明确指导。

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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