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xhs_hot_topics

小红书热点聚合(主打平台):一次性返回官方首页『热门推荐流』笔记(含封面/作者/点赞展示值/原文链接)、由热门标题词频派生的高频话题词(非官方热搜词榜)、当前会话模式(游客/登录)。配置环境变量 XHS_COOKIE 后额外返回官方『热搜词榜』。游客零配置即可用热门推荐流。

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
focusNo品牌、Campaign、行业或话题;游客模式会据此收窄推荐流并补充行业公开证据
limitNo热门笔记条数,默认30,最多40
topic_limitNo派生话题词数量,默认20
with_hotlistNo登录态下是否同时取官方热搜词榜,默认 true
industry_onlyNo是否只保留品牌营销、商业运营、广告、媒体相关内容,默认 true

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed2 schema fields changed
    • addedInput schema / properties / focus
      Added value: +{
      +  "description": "品牌、Campaign、行业或话题;游客模式会据此收窄推荐流并补充行业公开证据",
      +  "type": "string"
      +}
    • addedInput schema / properties / industry_only
      Added value: +{
      +  "description": "是否只保留品牌营销、商业运营、广告、媒体相关内容,默认 true",
      +  "type": "boolean"
      +}
  2. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations are limited to broad hints, so the description carries the behavioral burden. It adds meaningful detail: the source is the official homepage feed, topic words are derived rather than official, session mode is surfaced, and cookie-based auth changes the output. No contradiction with annotations, though failure modes and rate limits are not covered.

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?

The description is a single dense, front-loaded sentence that leads with the main purpose, then enumerates outputs and configuration requirements. There is no filler or redundancy; the key constraints ('游客零配置即可用', XHS_COOKIE condition) are compact and useful.

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?

With no output schema, the description covers the main returned groups and the authentication-dependent branch, which is enough for an agent to decide whether to call the tool. It does not specify exact output structure or error behavior when XHS_COOKIE is missing, but the five optional parameters are already schema-documented, so the remaining gaps are minor.

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%, so the schema already documents all five parameters. The description adds some context by tying XHS_COOKIE to the official hot-search list, which informs with_hotlist, but it does not materially clarify the other parameters beyond what the schema provides. Baseline 3 is appropriate.

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?

The description states a specific resource ('小红书热点聚合(主打平台)') and enumerates the exact outputs: official homepage recommendation-feed notes with cover/author/like/link, derived high-frequency topic words, session mode, and an optional official hot-search list. This is much stronger than a vague or tautological purpose, but it never names or differentiates from sibling tools like get_trending or discover_trending_topics.

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 description gives useful context: guests can use the recommendation feed with zero configuration, and setting XHS_COOKIE unlocks the official hot-search list. However, it does not state explicit when-to-use conditions or point to alternatives among the 20 sibling tools, so usage guidance is implied rather than explicit.

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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