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ClaudeChatGPTPerplexityGeminiMicrosoft CopilotRaycastMeta AIGrokZ.aiQwenKimi
DeepSeekMistralCursorVS CodeWindsurfJetBrainsClineLovableVercel AI SDKLangChain

Use Singlish Authenticity Scorer with your AI.

Connect your account once and let the AI you already use work with it, without building another integration. Analyze the linguistic authenticity of Singlish text using particle density and syntax patterns.

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 Singlish Authenticity Scorer capability set.

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

Capability set01 / 01

01-03

3 capabilities in this set.

Part of 3 available through Singlish Authenticity Scorer.

  1. 01

    Check usage saturation

    Specifically identifies if the Singlish usage is perceived as "overused" or "try-hard"

  2. 02

    Analyze singlish composition

    Provides a high-level statistical breakdown of Singlish usage in a given text

  3. 03

    Validate syntax patterns

    Checks if the text contains specific, recognizable Singlish grammatical patterns

Observed, not estimated

757ms average. Fast in production.

Singlish Authenticity Scorer is checked daily against the live service.

Daily averagePeak 962ms
Aug 21Today
Fastest day
671ms
Slowest day
962ms
14-day trend
Improving-16%

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 Singlish Authenticity Scorer, so you can see the experience inside your AI.

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

Singlish Authenticity Scorer Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_O6PQ9ZLcSOclpMrgUYCyPjiQvucyBe926NEY768A/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 — Singlish Authenticity Scorer capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "singlish-authenticity-scorer-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_O6PQ9ZLcSOclpMrgUYCyPjiQvucyBe926NEY768A/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 Singlish Authenticity Scorer owners ask.

  • 01

    What is considered an authentic Singlish density?

    An optimal density for natural Singlish is between 0.1 and 0.3. If the density exceeds 0.5, the text is flagged as 'overused' or 'try-hard'.

  • 02

    How does the authenticity score work?

    The score is a weighted metric based on particle variety and whether the density falls within the natural 0.1 to 0.3 range.

  • 03

    Can I check for specific grammatical patterns?

    Yes, you can use validate_syntax_patterns to detect idiomatic structures like 'Can or not?' or 'Never mind lah'.

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