Xiaohongshu MCP Server

Example Use Cases

• 1

  Programmatically search Xiaohongshu by keywords and return structured note search results for downstream analysis.

• 2

  Fetch full note content and comment threads from Xiaohongshu URLs to summarize or analyze user reactions.

• 3

  Publish context-aware, AI-generated comments (various styles) under Xiaohongshu notes via an MCP-integrated automated workflow.

Description

This Playwright-based tool automates logging into Xiaohongshu (with saved sessions), searching notes by keywords, fetching full note content and comments, and publishing AI-generated "smart" comments of different styles (e.g., 引流, 点赞, 咨询, 专业). It is designed to be run as an MCP Server so MCP Clients (like Claude for Desktop) can call its functions (login, search_notes, get_note_content, get_note_comments, post_smart_comment). The project is a community fork/optimization of an earlier repo and focuses on modular, repeatable workflows for automating engagement and research on Xiaohongshu. Users must follow platform rules and use the tool responsibly to avoid account risks.