How does the formality score work?

The score ranges from 0 to 100. Singlish is treated as low-formality (near 0), while Standard English is high-formality (near 100). The `formality_loss` shows the increase in professional tone.

Can I see the list of supported phrases?

Yes, you can use the `get_translation_map` tool to retrieve the current dictionary of Singlish-to-English mappings.

What is sarcasm detection?

The engine identifies specific Singlish interjections like 'wah lau' or 'aiyo' to flag if the input contains sarcasm markers.

Singlish Formality Translator MCP Connector for Claude

A+

Converts Singlish to Standard English with formality analysis.

3 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides a deterministic engine to translate Singlish colloquialisms into Standard English. It quantifies the shift in professional tone using formality scores and detects emotional sarcasm markers. Use translate_singlish to convert phrases, get_translation_map to view the dictionary, or analyze_formality_components to identify specific linguistic drivers of formality.

singlishenglishtranslationformalitysarcasm

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_G6MgaDasSIzaiRW6PFk22XorJ6R3nKwOCLWiEUgH/mcp

② Claude Code (terminal)

claude mcp add --transport http singlish-formality-translator https://edge.vinkius.com/vk_preview_G6MgaDasSIzaiRW6PFk22XorJ6R3nKwOCLWiEUgH/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "singlish-formality-translator": {
      "url": "https://edge.vinkius.com/vk_preview_G6MgaDasSIzaiRW6PFk22XorJ6R3nKwOCLWiEUgH/mcp"
    }
  }
}

Get full access on Vinkius

The preview token above works for testing. Powered by Vinkius.

Details

Tools: 3
Grade: A+
Score: 100/100
Updated: Oct 1, 2026

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