xiaohongshu-mcp-openclaw当用户提到小红书/XHS/Rednote 并需要关键词搜笔记、看笔记详情、抓评论、统计点赞与评论数时使用。通过 xpzouying/xiaohongshu-mcp + mcporter 提供统一查询流程。
Install via ClawdBot CLI:
clawdbot install glitterccc/xiaohongshu-mcp-openclawGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval(Calls external URL not in known-safe list
https://proxy.golang.orgAI Analysis
The skill interacts with the xiaohongshu (Rednote) platform via a third-party MCP server, which requires user login via QR code and could expose user credentials or browsing data to the server operator. While the skill's functionality aligns with its stated purpose, it introduces dependency on an external, user-authenticated service with unclear data handling policies.
Audited Apr 18, 2026 · audit v1.0
Generated Mar 21, 2026
Marketers use this skill to search for trending keywords on Xiaohongshu, analyze note details and comments to gauge audience engagement, and track metrics like likes and comment counts for campaign performance evaluation. It helps identify popular content and user sentiment for targeted advertising strategies.
Businesses employ this skill to monitor competitors' activities on Xiaohongshu by scraping notes and comments related to specific products or brands. It enables data aggregation from multiple sources to uncover market trends, customer feedback, and competitive advantages for strategic planning.
Content creators and agencies utilize this skill to search for high-performing notes by keywords, analyze engagement metrics to identify potential influencers, and review comments for audience insights. It supports collaboration decisions and content optimization based on real-time data from the platform.
E-commerce sellers leverage this skill to search for product-related notes on Xiaohongshu, extract details and comments to understand customer preferences and pain points, and summarize data for inventory or marketing adjustments. It aids in product development and sales strategy based on user-generated content.
Offer a subscription-based service where businesses access aggregated Xiaohongshu data through this skill for insights into engagement metrics and trends. Revenue is generated via tiered pricing plans based on data volume and advanced features like automated reporting.
Provide managed services using this skill to conduct social media audits, competitive analysis, and campaign tracking for clients on Xiaohongshu. Revenue comes from project-based fees or retainer contracts for ongoing monitoring and reporting.
License normalized data extracted via this skill, such as note summaries and engagement statistics, to third parties like researchers or media companies. Revenue is earned through one-time sales or recurring licensing deals for access to curated datasets.
💬 Integration Tip
Ensure all required binaries like bash, mcporter, python3, and jq are installed, and follow the login guard rules to handle QR code authentication seamlessly in automated workflows.
Scored Jun 19, 2026
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