ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Karaoke Scoring Engine with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. A deterministic simulator for Japanese karaoke scoring (DAM/JOYSOUND) based on pitch, rhythm, and vibrato.

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 Karaoke Scoring Engine capability set.

These are the exact actions your AI can choose when you ask it to work with Karaoke Scoring Engine.

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Karaoke Scoring Engine.

  1. 01

    Get difficulty multiplier

    Retrieves the scaling factor associated with a specific song difficulty level

  2. 02

    Score performance

    Calculates the final performance metrics and score based on singer accuracy and song difficulty

  3. 03

    Validate performance inputs

    Checks if a set of performance metrics is mathematically valid before processing

Observed, not estimated

763ms average. Fast in production.

Karaoke Scoring Engine is checked daily against the live service.

Daily averagePeak 986ms
Aug 21Today
Fastest day
672ms
Slowest day
986ms
14-day trend
Improving-9%

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 Karaoke Scoring Engine, so you can see the experience inside your AI.

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

Karaoke Scoring Engine Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_rDByq2q8ZOmpKceeEWOFTqFppQtKQ0eLerbLTVXe/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 — Karaoke Scoring Engine capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "karaoke-scoring-simulator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_rDByq2q8ZOmpKceeEWOFTqFppQtKQ0eLerbLTVXe/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 Karaoke Scoring Engine owners ask.

  • 01

    How is the final score calculated?

    The score starts at 100, subtracts deductions for pitch and rhythm accuracy, adds a vibrato bonus (up to 10), and applies a multiplier based on the song difficulty level.

  • 02

    Can I validate my input data first?

    Yes, you can use the validate_performance_inputs capability to check if the pitch, rhythm, vibrato, and difficulty values are within the required mathematical ranges.

  • 03

    What is the maximum vibrato bonus?

    The vibrato bonus is calculated as the number of vibrato instances multiplied by 0.5, with a maximum possible bonus of 10.