xiaohongshu-algorithm-optimizer中国小红书平台内容算法优化工具,针对小红书推荐逻辑优化笔记标题、内容、标签、首图文案,提高笔记曝光量、互动率和流量扶持。使用场景:(1)写小红书笔记前优化内容结构,(2)修改现有低流量笔记,(3)分析爆款笔记逻辑,(4)规划垂直内容选题。
Install via ClawdBot CLI:
clawdbot install duzhilei951/xiaohongshu-algorithm-optimizerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 17, 2026
Helps new bloggers on Xiaohongshu optimize their first posts by structuring titles, content, and tags to increase initial exposure and engagement, focusing on avoiding common pitfalls like poor keyword placement or low click-through rates.
Analyzes existing posts with low traffic to diagnose issues such as weak titles or irrelevant tags, providing targeted optimizations to boost visibility and re-enter higher traffic pools on the platform.
Assists marketers in generating high-potential content ideas based on current trends and user demand, ensuring alignment with Xiaohongshu's algorithm for viral potential and sustained search traffic.
Supports brands or influencers in maintaining content consistency within a specific niche (e.g., beauty or parenting), optimizing for verticality to avoid algorithm penalties and build a loyal follower base.
Offers basic optimization features for free, with advanced analytics, personalized reports, and priority support as paid upgrades, targeting individual creators and small businesses seeking deeper insights.
Licenses the tool to marketing agencies or influencers, providing bulk access and custom integrations for managing multiple accounts, with revenue from licensing fees and training workshops.
Delivers end-to-end content optimization services, including title generation, tag selection, and performance tracking, for enterprises or high-volume creators on a retainer or project basis.
💬 Integration Tip
Integrate this tool early in the content creation workflow to ensure all posts are algorithm-optimized from the start, reducing the need for costly revisions later.
Scored Jun 15, 2026
Automate Xiaohongshu (RedNote) content operations using a Python client for the xiaohongshu-mcp server. Use for: (1) Publishing image, text, and video content, (2) Searching for notes and trends, (3) Analyzing post details and comments, (4) Managing user profiles and content feeds. Triggers: xiaohongshu automation, rednote content, publish to xiaohongshu, xiaohongshu search, social media management.
Interact with Twitter/X — read tweets, search, post, like, retweet, and manage your timeline.
Plan, draft, and organize social media content across platforms. Create content calendars, write platform-optimized posts, and maintain consistent posting schedules.
Browse, search, post, and moderate Reddit. Read-only works without auth; posting/moderation requires OAuth setup.
Research any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write copy-paste-ready prompts. Use when the user wants recent social/web research on a topic, asks "what are people saying about X", or wants to learn current best practices. Requires OPENAI_API_KEY and/or XAI_API_KEY for full Reddit+X access, falls back to web search.
YouTube Data API integration with managed OAuth. Search videos, manage playlists, access channel data, and interact with comments. Use this skill when users...