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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use VTuber Clip Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic engine to evaluate the viral potential of VTuber stream clips.

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 VTuber Clip Scorer capability set.

These are the exact actions your AI can choose when you ask it to work with VTuber Clip Scorer.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through VTuber Clip Scorer.

  1. 01

    Calculate highlight potential

    Evaluates the viral intensity of a specific clip segment

  2. 02

    Get tier thresholds

    Retrieves the current business rules for viral tier classifications

  3. 03

    Validate clip metrics

    Verifies that the provided engagement metrics are logically sound

Observed, not estimated

759ms average. Fast in production.

VTuber Clip Scorer is checked daily against the live service.

Daily averagePeak 889ms
Aug 29Today
Fastest day
744ms
Slowest day
889ms
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 VTuber Clip Scorer, so you can see the experience inside your AI.

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

VTuber Clip Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_z6aAHxgGhXcvOgkAZg6mTBX0LyK6epXULCvzAhc8/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 — VTuber Clip Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "vtuber-clip-highlight-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_z6aAHxgGhXcvOgkAZg6mTBX0LyK6epXULCvzAhc8/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 VTuber Clip Scorer owners ask.

  • 01

    How is the viral tier determined?

    The viral tier is determined by the Score Per Minute (SPM). Tiers are classified as S (Legendary), A (High Engagement), B (Moderate), or C (Standard) based on specific intensity thresholds.

  • 02

    What metrics are used for scoring?

    The engine uses Super Chat counts, chat velocity (messages per minute), and laugh emote counts to calculate the total highlight score.

  • 03

    Can I validate my data before scoring?

    Yes, you can use the validate_clip_metrics capability to ensure your engagement data is logically sound and non-negative before running the full scoring process.

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