Use WeChat Hongbao Distribution with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Calculate fair and deterministic WeChat Red Packet distributions.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 3 capabilities
The complete WeChat Hongbao Distribution capability set.
These are the exact actions your AI can choose when you ask it to work with WeChat Hongbao Distribution.
01-03
3 capabilities in this set.
Part of 3 available through WeChat Hongbao Distribution.
- 01
Calculate distribution
Generates the specific list of monetary amounts for each participant based on the selected strategy
- 02
Get distribution statistics
Analyzes a generated list of amounts to provide insight into the fairness and volatility of the distribution
- 03
Validate hongbao config
Checks if a proposed distribution scenario is mathematically possible before attempting calculation
Observed, not estimated
847ms average. Fast in production.
WeChat Hongbao Distribution is checked daily against the live service.
- Fastest day
- 640ms
- Slowest day
- 1170ms
- 14-day trend
- Improving-5%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 3 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of WeChat Hongbao Distribution, so you can see the experience inside your AI.
It does not authenticate your account with WeChat Hongbao Distribution. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
WeChat Hongbao Distribution Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_4oOwAHylM3KnZ7hDKsXFVlQsTojQHxrg0gg2hv5Z/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — WeChat Hongbao Distribution capabilities are ready to use.
{
"mcpServers": {
"wechat-red-packet-distributor-mcp": {
"url": "https://edge.vinkius.com/vk_preview_4oOwAHylM3KnZ7hDKsXFVlQsTojQHxrg0gg2hv5Z/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions WeChat Hongbao Distribution owners ask.
- 01
What is the minimum amount required for a distribution?
Each recipient must receive at least 0.01 RMB. You can use validate_hongbao_config to check if your total amount is sufficient for your group size.
- 02
How does the 'random_fair' mode work?
The random_fair mode uses a stick-breaking algorithm. It ensures every person gets at least 0.01 RMB and prevents extreme inequality by capping any single person's share at twice the current remaining average.
- 03
Can I see the statistical spread of the red packet?
Yes, after generating a distribution with calculate_distribution, you can pass the resulting amounts to get_distribution_statistics to find the average, variance, and the Lucky King amount.
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