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xiaohongshu-mcp: Go-based MCP Server for Xiaohongshu Data Access

July 10, 2026
2 min read

xiaohongshu-mcp: Bridging AI Assistants to Xiaohongshu Data

The xiaohongshu-mcp project, a Go-based MCP Server, provides a direct conduit for AI assistants to interact with data from xiaohongshu.com. With over 14,600 GitHub stars, this server focuses on streamlined integration, offering distinct pathways for both developers and non-technical users to leverage Xiaohongshu data within their MCP-enabled workflows.

Flexible Integration Options

xiaohongshu-mcp emphasizes accessibility through two primary integration strategies, catering to different user needs and technical proficiencies.

Developer-Centric Openclaw Integration

For developers seeking deep integration and control, xiaohongshu-mcp offers comprehensive support for Openclaw, an increasingly popular framework. This integration is available in two forms:

  • xiaohongshu-mcp-skills: Designed for users who have already deployed the xiaohongshu-mcp server. This option likely provides specific Openclaw skills that interact with an existing xiaohongshu-mcp instance.
  • xiaohongshu-skills: An out-of-the-box solution, suggesting a more self-contained or pre-configured package that includes necessary components for immediate use with Openclaw.

This dual approach allows developers to choose between extending an existing MCP server deployment or opting for a more turnkey solution for Openclaw-based projects.

x-mcp Browser Plugin for Simplified Access

Recognizing that not all users want to manage Docker containers or complex deployment environments, xiaohongshu-mcp also provides the x-mcp browser plugin. This solution targets non-technical users or those prioritizing minimal setup:

  • Zero-configuration: Installation of the plugin is the only requirement, eliminating the need for code, proxy settings, or intricate environment configurations.
  • Enhanced Stability: Operating directly within common browsers like Chrome and Edge, and leveraging local network access, this method avoids server IP risks and is noted to resolve a significant portion of common deployment issues associated with traditional server setups.

The x-mcp plugin effectively abstracts away the complexities of server deployment, offering a secure and stable way to access Xiaohongshu data via MCP without the typical developer overhead.

Troubleshooting and Resources

For traditional Docker deployments, the project maintains a dedicated issues page, "各种疑难杂症 (Issues #56)," specifically addressing common problems. The project also suggests that switching to the x-mcp plugin version can often be a more efficient troubleshooting step if environment issues become time-consuming.

Additional resources include a blog post on haha.ai and a contribution guide for those looking to get involved. The project also highlights its commitment to charity, with all赞赏 (donations) directed towards charitable causes, documented in DONATIONS.md.

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