xhs_searchMcp

xhs_searchMcp

An MCP server that searches Xiaohongshu (Little Red Book) for top-liked image-text notes, extracting structured data such as title, content, author, links, and images. It can be used as an MCP tool or CLI for AI workflows.

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README

xhs_searchMcp

还在手动打开小红书、输入关键词、点开筛选、寻找高赞笔记,再一张张保存图片、复制标题和正文?

把关键词交给 xhs_searchMcp 就够了。它会自动完成搜索与筛选,找到“图文 · 最多点赞”的第一篇笔记,并将标题、正文、作者、链接和图片整理成可以直接交给 AI 或程序使用的结构化数据。

xhs_searchMcp 是一个基于 TypeScript、Playwright 和 MCP 的小红书图文笔记采集工具。它既可以作为 MCP Server 被 Codex、Claude Desktop 等客户端调用,也可以作为普通命令行脚本(Cli)独立运行。

它能做什么?

只需传入一个关键词:

露营装备

xhs_searchMcp 会自动执行:

打开小红书
  → 搜索关键词
  → 打开“筛选”面板
  → 选择“图文”
  → 选择“最多点赞”
  → 打开第一篇笔记
  → 提取标题、正文、作者和图片
  → 下载图片并生成 result.json

主要特性:

  • 🔥 自动寻找指定关键词下“最多点赞”的图文笔记
  • 📝 结构化提取标题、正文、作者和笔记链接
  • 🖼️ 提取图片原始地址,并可自动下载到本地
  • 🤖 提供标准 MCP 工具,可直接加入 AI 工作流
  • ⌨️ 同时提供 CLI,无需 MCP 客户端也能使用
  • 🔐 使用独立浏览器配置,不读取或修改日常 Chrome Cookie
  • 🧯 操作失败时返回明确错误码并保存现场截图

环境要求

  • Node.js 18.18 或更高版本(推荐 Node.js 20/22)
  • npm
  • Windows、macOS 或 Linux 桌面环境
  • 有效的小红书账号登录状态

快速开始

1. 安装chromium(建议开启代理)

npm install
npx playwright install chromium

2. 初始化专用浏览器(进入项目根目录)

首次使用或登录状态失效时执行:

npm run build
npm.cmd run setup-profile

程序会打开一个专用于 xhs_searchMcp 的 Chromium:

  1. 在浏览器中扫码登录小红书。
  2. 完成后回到终端按回车。

初始化过程没有扫码超时限制,可以从容完成操作。登录数据保存在项目的 browser-profile 目录中,与日常使用的 Google Chrome 完全隔离。

3. 搜索高赞图文(开始使用了~~~)

npm.cmd run search -- --keyword "露营装备"

执行成功后,终端会输出结构化 JSON,图片和结果文件会保存在 data 目录。

可选参数:

参数 作用
--keyword / -k 搜索关键词,必填
--no-download 只返回图片 URL,不下载图片
--output D:\xhs-data 指定结果保存根目录

作为 MCP Server 使用

先完成安装、构建和浏览器初始化,然后在 MCP 客户端配置中加入:

{
  "mcpServers": {
    "xhs_searchMcp": {
      "command": "node",
      "args": ["D:xxx\\cyymcp\\dist\\index.js"],
      "cwd": "D:xxx\\cyymcp"
    }
  }
}

请将示例路径替换为你的项目绝对路径,然后重启 MCP 客户端。

调用参数:

{
  "keyword": "露营装备",
  "downloadImages": true,
  "headless": false
}

返回示例:

{
  "success": true,
  "keyword": "露营装备",
  "title": "新手露营装备清单",
  "content": "笔记正文……",
  "author": "作者名称",
  "noteUrl": "https://www.xiaohongshu.com/explore/...",
  "imageUrls": ["https://..."],
  "localImages": ["D:\\xhs-data\\01.jpg"],
  "outputDir": "D:\\xhs-data\\任务目录",
  "retrievedAt": "2026-08-05T01:00:00.000Z"
}

执行失败时,现场截图会保存在:

screenshots/

错误结果包含错误码、错误信息和截图路径,便于在小红书页面结构变化后快速定位问题。

技术栈

  • TypeScript
  • Node.js
  • Playwright
  • Model Context Protocol SDK
  • Zod

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