Xiaohongshu MCP Skill (with Python Client)
Automate content operations on Xiaohongshu (小红书) using a bundled Python script that interacts with the xpzouying/xiaohongshu-mcp server (8.4k+ stars).
Project: xpzouying/xiaohongshu-mcp
1. Local Server Setup
This skill requires the xiaohongshu-mcp server to be running on your local machine.
Step 1: Download Binaries
Download the appropriate binaries for your system from the GitHub Releases page.
| Platform | MCP Server | Login Tool |
| -------- | ---------- | ---------- |
| macOS (Apple Silicon) | xiaohongshu-mcp-darwin-arm64 | xiaohongshu-login-darwin-arm64 |
| macOS (Intel) | xiaohongshu-mcp-darwin-amd64 | xiaohongshu-login-darwin-amd64 |
| Windows | xiaohongshu-mcp-windows-amd64.exe | xiaohongshu-login-windows-amd64.exe |
| Linux | xiaohongshu-mcp-linux-amd64 | xiaohongshu-login-linux-amd64 |
Grant execute permission to the downloaded files:
chmod +x xiaohongshu-mcp-darwin-arm64 xiaohongshu-login-darwin-arm64
Step 2: Login (First Time Only)
Run the login tool. It will open a browser window with a QR code. Scan it with your Xiaohongshu mobile app.
./xiaohongshu-login-darwin-arm64
Important: Do not log into the same Xiaohongshu account on any other web browser, as this will invalidate the server's session.
Step 3: Start the MCP Server
Run the MCP server in a separate terminal window. It will run in the background.
# Run in headless mode (recommended)
./xiaohongshu-mcp-darwin-arm64
# Or, run with a visible browser for debugging
./xiaohongshu-mcp-darwin-arm64 -headless=false
The server will be available at http://localhost:18060.
2. Using the Skill
This skill includes a Python client (scripts/xhs_client.py) to interact with the local server. You can use it directly from the shell.
Available Commands
| Command | Description | Example |
| --- | --- | --- |
| status | Check login status | python scripts/xhs_client.py status |
| search | Search for notes | python scripts/xhs_client.py search "咖啡" |
| detail | Get note details | python scripts/xhs_client.py detail "note_id" "xsec_token" |
| feeds | Get recommended feed | python scripts/xhs_client.py feeds |
| publish <content> <images></code> | Publish a note | <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/xhs_client.py publish "Title" "Content" "url1,url2"</code> |</p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Example Workflow: Market Research</h3>
<br>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Check Status</strong>: First, ensure the server is running and you are logged in.</li>
<p style="margin:6px 0;color:var(--text-secondary)"> <pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python ~/clawd/skills/xiaohongshu-mcp/scripts/xhs_client.py status</code></pre></p>
</ol>
<br>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Search for a Keyword</strong>: Find notes related to your research topic. The output will include the <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">feed_id</code> and <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">xsec_token</code> needed for the next step.</li>
<p style="margin:6px 0;color:var(--text-secondary)"> <pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python ~/clawd/skills/xiaohongshu-mcp/scripts/xhs_client.py search "户外电源"</code></pre></p>
</ol>
<br>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Get Note Details</strong>: Use the <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">feed_id</code> and <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">xsec_token</code> from the search results to get the full content and comments of a specific note.</li>
<p style="margin:6px 0;color:var(--text-secondary)"> <pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python ~/clawd/skills/xiaohongshu-mcp/scripts/xhs_client.py detail "64f1a2b3c4d5e6f7a8b9c0d1" "security_token_here"</code></pre></p>
</ol>
<br>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Analyze</strong>: Review the note's content, comments, and engagement data to gather insights.</li>
</ol>
<br></div></div></div></div></div></div><div class="rounded-2xl overflow-hidden" style="background:var(--surface-1);border:1px solid var(--border)"><div class="flex flex-col sm:flex-row items-start sm:items-center justify-between px-6 py-4 border-b gap-4" style="border-color:var(--border);background:var(--surface-2)"><div class="flex items-center gap-3"><span class="text-lg">🤖</span><div><h2 class="text-sm font-semibold" style="color:var(--text-primary)">AI Usage Analysis</h2><p class="text-xs" style="color:var(--text-muted)">Generated <!-- -->Feb 28, 2026</p></div></div><div class="flex flex-wrap items-center gap-2 w-full sm:w-auto"><span class="text-xs px-2 py-0.5 rounded-full" style="background:var(--surface-3);color:var(--text-muted)">Social media managers</span><span class="text-xs px-2 py-0.5 rounded-full" style="background:var(--surface-3);color:var(--text-muted)">E-commerce entrepreneurs</span><span class="text-xs px-2 py-0.5 rounded-full" style="background:var(--surface-3);color:var(--text-muted)">Market researchers</span><span class="text-xs px-2 py-0.5 rounded-full font-medium" style="background:rgba(234,179,8,0.1);border:1px solid rgba(234,179,8,0.2);color:#ca8a04">intermediate</span></div></div><div class="p-6 grid grid-cols-1 lg:grid-cols-2 gap-6"><div><h3 class="text-sm font-semibold mb-4 flex items-center gap-2" style="color:var(--text-primary)"><span>💡</span> Application Scenarios</h3><div class="flex flex-col gap-3"><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Social Media Marketing for E-commerce Brands</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Retail and E-commerce</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">E-commerce brands can automate posting product showcases and lifestyle content to Xiaohongshu, leveraging its visual platform to drive traffic and sales. They can also search for trending topics and competitor notes to optimize their content strategy and engage with potential customers through comment analysis.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Market Research for Consumer Insights</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Market Research and Consulting</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Market research firms or product developers can use this skill to search for notes on specific keywords, such as new product categories or consumer preferences, to gather real-time insights. By analyzing note details and comments, they can identify trends, pain points, and user sentiment to inform product development and marketing decisions.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Content Creation and Management for Influencers</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Digital Media and Influencer Marketing</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Influencers and content creators can automate the publishing of their notes, including images, text, and videos, to maintain a consistent posting schedule. They can also manage their feeds and analyze engagement metrics to refine their content strategy and grow their follower base more efficiently.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Brand Monitoring and Reputation Management</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Public Relations and Brand Management</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Brands can use this skill to search for mentions of their products or services on Xiaohongshu, monitor user feedback, and analyze comments for sentiment. This helps in quickly addressing customer concerns, managing online reputation, and identifying opportunities for improvement or crisis response.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Local Business Promotion for Hospitality</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Hospitality and Tourism</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Hotels, restaurants, and tourism operators can automate posting promotional content, such as photos and reviews, to attract visitors on Xiaohongshu. By searching for local trends and analyzing competitor posts, they can tailor their marketing efforts to target specific demographics and increase bookings or foot traffic.</p></div></div></div><div><h3 class="text-sm font-semibold mb-4 flex items-center gap-2" style="color:var(--text-primary)"><span>💼</span> Business Models</h3><div class="flex flex-col gap-3"><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">SaaS for Social Media Agencies</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(34,197,94,0.08);color:#16a34a;border:1px solid rgba(34,197,94,0.15)">Subscription-based monthly fees</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Agencies can offer this automation tool as part of a subscription service to clients, enabling them to manage multiple Xiaohongshu accounts efficiently. This reduces manual effort, scales content operations, and provides data-driven insights for campaign optimization, generating revenue through monthly fees.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Freelance Content Management Services</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(34,197,94,0.08);color:#16a34a;border:1px solid rgba(34,197,94,0.15)">Project-based or retainer fees</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Freelancers can use this skill to provide Xiaohongshu content creation and management services to small businesses or individuals. By automating posting and analysis tasks, they can handle more clients, offer competitive pricing, and generate income through project-based or retainer fees.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Data Analytics and Reporting Tool</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(34,197,94,0.08);color:#16a34a;border:1px solid rgba(34,197,94,0.15)">One-time report sales or enterprise licenses</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Developers can integrate this skill into a larger analytics platform that aggregates data from Xiaohongshu and other social media. By selling detailed reports on trends, engagement, and competitor analysis to brands, this model generates revenue through one-time purchases or enterprise licenses.</p></div></div><div class="mt-3 rounded-xl p-4" style="background:rgba(180,75,236,0.05);border:1px solid rgba(180,75,236,0.12)"><p class="text-xs font-medium mb-1" style="color:var(--brand)">💬 Integration Tip</p><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Ensure the local MCP server is always running and logged in before executing client commands to avoid connectivity issues during automation workflows.</p></div></div></div></div><template id="P:4"></template></div></div></div><script>$RS=function(a,b){a=document.getElementById(a);b=document.getElementById(b);for(a.parentNode.removeChild(a);a.firstChild;)b.parentNode.insertBefore(a.firstChild,b);b.parentNode.removeChild(b)};$RS("S:2","P:2")</script><script>self.__next_f.push([1,"23:[\"$\",\"section\",null,{\"className\":\"mt-10 mb-16\",\"children\":[[\"$\",\"div\",null,{\"style\":{\"height\":\"1px\",\"background\":\"var(--border)\",\"marginBottom\":\"24px\"}}],[\"$\",\"div\",null,{\"className\":\"flex items-center justify-between mb-4\",\"children\":[[\"$\",\"h2\",null,{\"className\":\"text-lg font-semibold\",\"style\":{\"color\":\"var(--text-primary)\"},\"children\":[\"More \",\"Chinese Platforms\",\" Skills\"]}],[\"$\",\"$L19\",null,{\"href\":\"/category/platform/cn-platforms\",\"className\":\"text-sm hover:text-purple-400 transition-colors\",\"style\":{\"color\":\"var(--text-muted)\"},\"children\":\"View all →\"}]]}],[\"$\",\"div\",null,{\"className\":\"grid grid-cols-1 sm:grid-cols-2 lg:grid-cols-3 gap-4\",\"children\":[[\"$\",\"$L19\",\"cmlmek0cm00u7g0mjyuanfpku\",{\"href\":\"/skills/feishu-evolver-wrapper\",\"className\":\"rounded-xl p-4 transition-all hover:scale-[1.01]\",\"style\":{\"background\":\"var(--surface-1)\",\"border\":\"1px solid var(--border)\"},\"children\":[[\"$\",\"div\",null,{\"className\":\"text-sm font-medium truncate mb-1\",\"style\":{\"color\":\"var(--text-primary)\"},\"children\":\"Feishu Evolver Wrapper\"}],[\"$\",\"p\",null,{\"className\":\"text-xs line-clamp-2 mb-2\",\"style\":{\"color\":\"var(--text-secondary)\"},\"children\":\"Feishu-integrated wrapper for the capability-evolver. 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Manages the evolution loop lifecycle (start/stop/ensure), sends rich Feishu card reports, and provides...</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>18<!-- --> installs</span><span>by <!-- -->autogame-17</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/baidu-baike-data"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">baidu baike search</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">The Baidu Baike Component is a knowledge service tool designed to query authoritative encyclopedia explanations for various nouns. Its core function is given a specific "noun" (object, person, location, concept, event, etc.) provided by the user, it returns a standardized, detailed entry explanation sourced from Baidu Baike.</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>14<!-- --> installs</span><span>by <!-- -->ide-rea</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/xiaohongshu-publisher"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">小红书自动发布助手</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">Draft and publish posts to 小红书 (Xiaohongshu/RED). Use when creating content for 小红书, drafting posts, generating cover images, or publishing via browser automation. Covers the full workflow from content creation to browser-based publishing, including cover image generation with Pillow.</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>11<!-- --> installs</span><span>by <!-- -->yuf1011</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/xiaohongshu"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">小红书技能</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">AI-assisted creation, rendering, and automated publishing of Xiaohongshu-style content with support for Markdown to image cards and data tracking.</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>10<!-- --> installs</span><span>by <!-- -->heiheimaoya</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/xhs"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">小红书 - RedNote</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">小红书全能助手 — 文案生成、封面制作、内容发布与管理。当用户要求写小红书笔记、生成小红书文案/标题/封面、发小红书、搜索小红书、评论点赞收藏等任何小红书相关操作时使用。支持一站式从文案创作到自动发布的完整流程。封面AI生图需配置可选环境变量（GEMINI_API_KEY 或 IMG_API_KEY 或 HUNY...</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>8<!-- --> installs</span><span>by <!-- -->hi-yu</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/amap-traffic"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">Amap Traffic</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">高德地图实时路况查询与最优自驾路线规划技能。基于高德交通态势API和路径规划API，提供实时拥堵信息和最快路线建议。</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>7<!-- --> installs</span><span>by <!-- -->Robin797860</span></div></a></div></section></div><script>$RS("S:4","P:4")</script><script>$RC("B:1","S:1")</script></body></html>
