
AI Agent for RedNote MCP
Seamlessly integrate RedNote MCP to enable secure authentication, cookie management, and note content access from XiaoHongShu (RED) via a robust Model Context Protocol (MCP) server. Empower your SaaS with keyword search, automated login, and command-line tooling for efficient content retrieval and server integration.

Robust Authentication & Smart Content Access
RedNote MCP provides secure, persistent authentication with cookie management, enabling safe access to XiaoHongShu notes. Instantly search, retrieve, and process notes by keyword or URL—empowering teams to automate workflows and command-line operations for content extraction.
- Persistent Authentication.
- Secure login with automatic cookie storage to maintain continuous access.
- Keyword Note Search.
- Easily search and retrieve XiaoHongShu notes using powerful keyword queries.
- Command-Line Tooling.
- Streamline content extraction with CLI tools and scripting support.
- Direct URL Note Access.
- Fetch and process note content directly via URL for flexible workflows.

Easy Integration & Server Configuration
Integrate RedNote MCP with your SaaS or workflow using standard MCP server protocols. Flexible configuration supports global or npx-based setups, enabling seamless communication and automation within tools like Cursor.
- Flexible Server Integration.
- Connect via global install or npx for instant setup in any environment.
- Customizable Commands.
- Configure command and argument settings for your workflow needs.
- Protocol Compatibility.
- Fully supports MCP protocol for smooth communication with supported tools.

Developer Tools & Debugging Support
Accelerate development with built-in debugging via MCP Inspector, ensuring reliable server behavior and protocol compliance. Standard Node.js/NPM workflow enables fast setup, testing, and deployment.
- MCP Inspector Debugging.
- Interactively inspect, test, and verify your MCP server’s requests and responses.
- Streamlined Dev Workflow.
- Standard Node.js/NPM process for install, build, test, and deploy.
MCP INTEGRATION
Available RedNote MCP Integration Tools
The following tools are available as part of the RedNote MCP integration:
- search_notes
Search and filter Xiaohongshu notes using keywords to quickly find relevant content.
- get_note_by_url
Retrieve complete note details by specifying a Xiaohongshu note URL.
- init
Initialize login and authentication, securely storing cookies for future requests.
Connect Your RedNote with FlowHunt AI
Connect your RedNote to a FlowHunt AI Agent. Book a personalized demo or try FlowHunt free today!
What is RedNote MCP
RedNote MCP Server is a specialized Model Context Protocol (MCP) service developed to facilitate seamless access for AI assistants and agents to content from RedNote (also known as XiaoHongShu or 小红书/xhs). RedNote MCP acts as a bridge, enabling AI models and applications to interact with RedNote’s rich ecosystem, which is widely used for sharing lifestyle content, authentic reviews, travel logs, shopping guides, and more. By providing this protocol interface, RedNote MCP empowers developers and organizations to build intelligent systems that can retrieve, analyze, and leverage RedNote's vast user-generated content for enhanced contextual understanding, recommendation, and automation. The service is designed to ensure secure, scalable, and real-time connectivity between AI systems and the dynamic world of RedNote.
Capabilities
What we can do with RedNote MCP
With RedNote MCP, users and developers can unlock powerful automation, context retrieval, and workflow integration for RedNote (XiaoHongShu) content. The MCP server enables AI and apps to find, fetch, and process posts, reviews, and user data to drive new experiences and productivity.
- Content Retrieval
- Seamlessly access and extract posts, notes, and user-generated content from RedNote for research, recommendations, or analysis.
- Automated Insights
- Generate summaries, recommendations, or insights from RedNote content using AI agents powered by MCP.
- Real-time Monitoring
- Track trends, hashtags, and discussions on RedNote in real-time to inform marketing or community engagement strategies.
- Workflow Automation
- Integrate RedNote content into business workflows, alerts, and automations, simplifying repetitive tasks.
- Personalized Experiences
- Deliver custom feeds, suggestions, and experiences by leveraging RedNote data contextually within your apps.

How AI Agents Benefit from RedNote MCP
AI agents can leverage RedNote MCP to access a wealth of structured and unstructured data from RedNote, enriching their contextual understanding, boosting automation, and providing tailored recommendations or insights. By integrating with RedNote MCP, AI systems can automate information extraction, respond to user queries with up-to-date content, and deliver smarter, more relevant user experiences in real time.