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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Douyin Engagement Algorithm with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Calculate precise video engagement scores and viral potential for Douyin and TikTok content.

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 · 4 capabilities

The complete Douyin Engagement Algorithm capability set.

These are the exact actions your AI can choose when you ask it to work with Douyin Engagement Algorithm.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Douyin Engagement Algorithm.

  1. 01

    Calculate engagement score

    Determine the raw engagement quality of a video relative to its reach

  2. 02

    Calculate posting adjustment

    Adjust the expected engagement based on the time elapsed since the video was posted

  3. 03

    Estimate view multiplier

    Forecast the potential reach of a video based on its current performance

  4. 04

    Predict viral potential

    Categorize a video's growth trajectory into a standardized index

Observed, not estimated

835ms average. Fast in production.

Douyin Engagement Algorithm is checked daily against the live service.

Daily averagePeak 994ms
Aug 20Today
Fastest day
601ms
Slowest day
994ms
14-day trend
Slowing+26%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 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 Engagement Algorithm, so you can see the experience inside your AI.

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

Douyin Engagement Algorithm Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_yvHJybH5kNWsnuAjyRTBthxCOZewqtWBgUM2uEoZ/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 Engagement Algorithm capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "douyin-engagement-algorithm-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yvHJybH5kNWsnuAjyRTBthxCOZewqtWBgUM2uEoZ/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 Engagement Algorithm owners ask.

  • 01

    How is the engagement score calculated?

    The score is calculated using a weighted formula: (completion_rate × 0.4) + (shares × 0.3) + (saves × 0.15) + (comments × 0.1) + (likes × 0.05), all normalized per 1,000 views.

  • 02

    Can I predict if a video will go viral?

    Yes, by using the predict_viral_potential capability, you can obtain a Viral Potential Index from 0 to 100 and a specific growth tier.

  • 03

    Does the algorithm account for video age?

    Yes, the calculate_posting_adjustment capability applies a historical decay rate to adjust engagement scores based on the hours elapsed since upload.

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