MCP Server for Xiaohongshu Data Extraction

Use Bright Data’s enterprise-grade MCP Server to scrape public Xiaohongshu data. Extract, analyze, and process public creator profiles, post content, engagement metrics, hashtags, comments, likes, shares, trending topics, and audience insights across the platform quickly, reliably, and at scale.

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The Ultimate MCP Tool to Scrape Xiaohongshu Data

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One MCP for the Web

Bright Data MCP for Xiaohongshu lets you extract public creator profiles, post content, engagement metrics, hashtags, comments, likes, shares, and trending topics.
Search
  • Enable Claude to retrieve real-time public Xiaohongshu data for any creator, hashtag, or content category worldwide
  • Target specific topics, trending hashtags, or creator niches for localized content and engagement insights
  • Fetch relevant posts, engagement metrics, audience demographics, and viral trend data for Claude to analyze, compare, or monitor further
Crawl
  • Let Claude crawl and extract complete creator profiles and post content, not just headline metrics
  • Output public Xiaohongshu data in Claude-ready formats for seamless LLM integration
  • Effortlessly scale creator and engagement data extraction for Claude, no matter the project size
Access
  • Give Claude reliable access to any public Xiaohongshu creator profile, post, comment, or engagement data
  • Bypass geo-restrictions and CAPTCHAs automatically for uninterrupted Xiaohongshu data extraction by Claude
  • Render JavaScript to retrieve dynamically loaded posts, engagement metrics, and trending content for Claude's use
Navigate
  • Automate Claude agent workflows to extract Xiaohongshu data from search results, creator feeds, and trending topic pages
  • Power remote browser sessions for Claude to streamline large-scale creator profile and engagement data scraping
  • Mimic real user behavior for Claude to bypass advanced anti-bot protections on Xiaohongshu
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Xiaohongshu MCP Server FAQs

The Xiaohongshu MCP Server is a specialized integration that empowers your AI agents to access real-time public data from Xiaohongshu. It acts as a bridge, allowing tools like Claude, Cursor, and custom LLMs to search, extract, and interact with Xiaohongshu content dynamically.

Built on Bright Data's robust infrastructure, the Web MCP Server handles the complexities of web data extraction behind the scenes. It automatically manages proxy rotation, CAPTCHA solving, and unlocking technology to ensure your AI receives structured, reliable data from Xiaohongshu without getting blocked.

The data is completely real-time. Unlike databases that can become outdated, the Xiaohongshu MCP fetches live content directly from the source at the moment of request, ensuring your AI agents act on the most current pricing, posts, or profile information available.

Yes! We offer a generous free tier that includes 5,000 requests per month. This allows developers and businesses to test the Xiaohongshu MCP Server, build prototypes, and perform light data extraction at no cost before scaling up.

Yes. Beyond retrieving static data, the server supports full browser automation. Your agents can be instructed to navigate Xiaohongshu pages, click buttons, handle infinite scrolling, and even take screenshots, enabling complex workflows that simulate real user behavior.

You have the choice. You can use our fully managed Remote MCP for instant access with zero infrastructure setup, or you can deploy the Local MCP if you require on-premise control and custom environment configurations for your Xiaohongshu projects.

Our Web MCP Server is designed for seamless integration with popular AI clients. It works natively with Claude Desktop, Cursor, Windsurf, and diverse agentic frameworks like LangChain, making it easy to add Xiaohongshu data capabilities to your existing workflows.

Rapid mode is free and ideal for everyday tasks like SERP lookups and basic text extraction. Pro mode unlocks premium capabilities for Xiaohongshu, including deep structured data extraction and advanced browser automation tools designed for large-scale production environments.

Absolutely. The Xiaohongshu MCP Server is built with strict adherence to data protection regulations, including GDPR and CCPA. We only access publicly available web data, ensuring your AI operations remain compliant and ethically sound.

The server delivers data in clean, AI-ready formats. Depending on your specific needs, you can retrieve Xiaohongshu data as structured JSON objects for precise analysis or as simplified Markdown text optimized for LLM context windows.