A
licenseNot graded
qualityB
maintenanceMCP server for automating Xiaohongshu (RED Note). Publish posts, search content, comment, like, and analyze creator data on China's largest lifestyle social platform.
19 PyPI
25
MIT
rednote-agent
by cloudy-sfu
Provides tools for collecting data from the Xiaohongshu (rednote) social media platform.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@rednote-agentsearch for popular travel notes"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
MCP: "rednote" assistant
MCP server which collects data from www.xiaohongshu.com social media
Acknowledgement
Related MCP server: rednote-analyzer-mcp
Install
Cookies extraction tool
If you have Chromium-based browsers, please install J2TEAM cookies extension. Otherwise, you need to find an alternative extension to export, or manually copy cookies to local file.
[!NOTE]
If you don't use Chromium-based browsers or prefer another way to extract the cookies (alternative extension or manual process), the format of extracted cookies file is defined in JSON schema
cookies_schema.json.JSON schema editor can check whether the extracted cookies file (instance) fits
cookies_schema.json(template).
Python program
Confirm you have a rednote account.
Visit https://www.xiaohongshu.com and log in your "rednote" account.
Export the cookies with J2TEAMS Cookies or alternatives to file $xiaohongshu_cookies_path.
Create and a Python 3.13 virtual environment and activate. Run the following command.
pip install -r requirements.txt
python cookies.py --input_path $xiaohongshu_cookies_pathSave the output before closing, because the output is MCP configuration information.
Update cookies
If MCP server fails to start, extract the new cookies to file $xiaohongshu_cookies_path.
Go to this program's folder, activate Python virtual environment.
Run the following command.
python cookies.py --input_path $xiaohongshu_cookies_pathMCP config
Let the root folder of this program be $base_dir.
MCP configuration:
Item | Value |
Name | rednote-agent |
Type | stdio |
Command | $base_dir/start_server.ps1 |
Update version
Update source code of this MCP server.
Update cookies. Turn off and on this MCP server again.
This server cannot be deployed
Maintenance
ActivityMaintained
ResponsivenessNo issues
Related MCP Connectors
MCP server: AI-agent access to Chinese social & trend signals — Douyin, Weibo, Xiaohongshu/RedNote,
Remote MCP server for China brand visibility, destination demand, and KOL discovery workflows.
XHS hot search/suggestions、note/product search/details、PGY、comments/replies、users/posts、transcript
MCP server aggregating hot-search boards from 8 Chinese platforms (Weibo, Zhihu, Bilibili, Douyin).
Related MCP Servers
- AlicenseAqualityDmaintenanceMCP server enabling AI assistants to search, analyze, and generate content for Xiaohongshu (RedNote), China's leading lifestyle social media platform.69MIT
- AlicenseAqualityDmaintenanceA lightweight MCP server that provides read-only access to Xiaohongshu (Little Red Book) data, enabling search, note details, user profiles, and trending feeds via direct HTTP APIs.516 npm1MIT
- AlicenseNot gradedqualityDmaintenanceMCP server for automatically publishing text, image, and video notes to Xiaohongshu (Little Red Book).1MIT