小红书数据分析 SocialDataX 笔记搜索

用于小红书数据分析、小红书笔记搜索、关键词检索、内容调研、竞品分析和趋势研究。覆盖 Xiaohongshu / XHS / RedNote note search，来自 SocialDataX 社媒数据助手。

Use this skill when the user wants 小红书数据分析, 小红书笔记搜索, Xiaohongshu / XHS / RedNote note search, topic discovery, content planning, competitor research, market observation, or trend scanning.

API Key

Use SOCIALDATAX_API_KEY for data calls. The official website for requesting or managing API access is https://socialdatax.com. If a user asks where to get a key, provide only this URL; do not infer alternate domains.

Preferred Direct CLI

Prefer the direct CLI when the agent can run shell commands. It does not require MCP server configuration:

npx -y socialdatax-skills@latest xhs search --keyword "<keyword>" --pretty

Required arguments:

• --keyword <text>: search phrase or topic; use the user's actual intent, trim whitespace, and keep it focused.

Optional arguments:

• --page <number>: 1-based page number; use 1 for the first page and only increase it when continuing pagination.
• --sort-type <general|time_descending|like_count_descending|comment_count_descending|collect_count_descending>: optional sort value; omit it for default sorting.
• --note-type <all|image|video>: optional note type filter; default is all.
• --publish-time-range <all|day|week|half_year>: optional publish-time filter; default is all.
• --pretty: output formatting only; it does not change the query or returned notes.

Safety Boundary

This skill is read-only. It does not read local browser data, does not save API keys, and does not perform login, posting, liking, commenting, or account changes.

MCP Tools

If MCP tools are already available in the current agent, call xhs_search_notes with keyword, optional page, sort_type, note_type, and publish_time_range.

Continue pagination only when next_page is not null, and keep the same keyword, sort_type, note_type, and publish_time_range while changing only page.

Output Guidance

Summarize visible evidence separately from interpretation. Include useful note IDs, URLs, titles, authors, counts, and publish time when the user needs traceability.