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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Douyin Live Commerce Math with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Deterministic economic funnel and GMV calculator for Douyin/TikTok live streams.

Included with plan

Ask AI about this Connector

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Complete set · 3 capabilities

The complete Douyin Live Commerce Math capability set.

These are the exact actions your AI can choose when you ask it to work with Douyin Live Commerce Math.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Douyin Live Commerce Math.

  1. 01

    Analyze funnel efficiency

    Analyze the effectiveness of different stages in the user conversion journey

  2. 02

    Calculate stream performance

    Calculate total clicks, orders, GMV, net revenue, and engagement levels for a specific stream

  3. 03

    Forecast required traffic

    Determine how many viewers are needed to reach a target GMV goal

Observed, not estimated

791ms average. Fast in production.

Douyin Live Commerce Math is checked daily against the live service.

Daily averagePeak 851ms
Aug 20Today
Fastest day
634ms
Slowest day
851ms
14-day trend
Stable-3%

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 Douyin Live Commerce Math, so you can see the experience inside your AI.

It does not authenticate your account with Douyin Live Commerce Math. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Douyin Live Commerce Math Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_zmlvqbSsXtu8I9TiSJnTFcYCMm06Q9qmW0j4BqlU/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 — Douyin Live Commerce Math capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "douyin-live-commerce-math-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_zmlvqbSsXtu8I9TiSJnTFcYCMm06Q9qmW0j4BqlU/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 Douyin Live Commerce Math owners ask.

  • 01

    How do I calculate my expected revenue?

    You can use the calculate_stream_performance capability by providing your total viewers, watch time, click-through rate, conversion rate, and average order value.

  • 02

    Can I plan for a specific sales goal?

    Yes, use forecast_required_traffic to input your target GMV and current conversion metrics to find the necessary viewer count.

  • 03

    What is the engagement score?

    The engagement score is a percentage representing how much of the total stream duration viewers spent watching, calculated via calculate_stream_performance.

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