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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use WeChat Hongbao Simulator with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Simulate deterministic WeChat 'Lucky Money' distributions with inequality metrics.

Included with plan

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete WeChat Hongbao Simulator capability set.

These are the exact actions your AI can choose when you ask it to work with WeChat Hongbao Simulator.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through WeChat Hongbao Simulator.

  1. 01

    Get distribution stats

    Provides high-level summary metrics for a previously generated distribution

  2. 02

    Simulate distribution

    Generates a specific distribution of funds based on the chosen logic

  3. 03

    Validate constraints

    01 RMB. Checks if a specific distribution configuration is valid under WeChat's economic rules

Observed, not estimated

828ms average. Fast in production.

WeChat Hongbao Simulator is checked daily against the live service.

Daily averagePeak 1084ms
Aug 20Today
Fastest day
649ms
Slowest day
1084ms
14-day trend
Slowing+19%

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 Simulator, so you can see the experience inside your AI.

It does not authenticate your account with WeChat Hongbao Simulator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

WeChat Hongbao Simulator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_RP4rFDbtHCp8oOApW53JoItzbycpKP9v0ygY8JC0/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — WeChat Hongbao Simulator capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "wechat-red-packet-simulator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RP4rFDbtHCp8oOApW53JoItzbycpKP9v0ygY8JC0/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 Simulator owners ask.

  • 01

    What is the difference between the distribution types?

    Fixed Equal divides the total amount equally among all recipients, while Random Fair uses a probabilistic approach where each person's share is bounded by twice the current average of the remaining funds.

  • 02

    How is the inequality measured?

    Inequality is measured using the Gini coefficient, which ranges from 0 (perfect equality) to 1 (extreme inequality).

  • 03

    Can I simulate a distribution that is too small?

    If the total amount is less than 0.01 RMB multiplied by the number of recipients, the validate_constraints capability will flag the configuration as impossible.

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