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list_articles

列出中国硬科技供应链研究文章清单(标题/主题/链接),供 Agent 发现可引用的深度内容。

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo返回条数上限,默认 20
topicNo按主题筛选,如 '存储'、'AI'、'冷链'、'固态电池';不填则返回全部

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?

未提供 annotations,描述需承担行为说明责任。它补充了返回字段(标题/主题/链接)和内容用途,但未说明鉴权、分页、排序或速率限制等行为特征。

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?

单句直述,先说明列出什么、再说明返回内容与用途,信息前置且无冗余。

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?

对于仅 2 个参数、无输出 schema 的只读列表工具,描述已说明返回字段和发现文章的用途。虽未提及分页等行为,但 limit 参数已在 schema 中覆盖,整体足够调用。

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?

输入 schema 覆盖率 100%,limit 和 topic 均已有描述,基线为 3。描述本身未对这两个参数补充额外语义或格式说明。

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?

明确给出了动词“列出”和资源“中国硬科技供应链研究文章清单”,并说明返回标题/主题/链接。与同级工具 read_article 形成列表与详读的隐含区分,但未直接点明同级工具。

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?

通过“供 Agent 发现可引用的深度内容”给出了使用场景,但未说明何时应改用 read_article 等替代工具,也没有排除条件。属于隐含用法指引。

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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