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Language Detector API

br0ski777/language-detector-x402
1 toolsSSEregistry active
Summary

The source repository is pretty bare, so here's what we know: this server performs language detection using trigram analysis across 30+ languages and includes script detection capabilities. It runs as a remote service over SSE at language-detector.api.klymax402.com/mcp. You'd reach for this when you need to identify what language a chunk of text is written in without sending it to a third-party API like Google or AWS. Trigram analysis is a statistical approach that looks at three-character sequences to match against language profiles. Useful for routing user input, preprocessing multilingual content, or building features that adapt based on the detected language. The x402 designation suggests this might be part of a larger suite, though the repository itself doesn't reveal much about implementation details or specific tool definitions.

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Tools

Public tool metadata for what this MCP can expose to an agent.

1 tools
text_detect_languageUse this when you need to identify what language a text is written in. Uses n-gram frequency analysis to detect 30+ languages with confidence scores. Returns top 3 language matches, script detection (1 params

Use this when you need to identify what language a text is written in. Uses n-gram frequency analysis to detect 30+ languages with confidence scores. Returns top 3 language matches, script detection (

Parameters* required
textstring
The text to detect language for (min 10 characters for accuracy)

Language Detector API

MCP Server x402 License: MIT

Detect language from text using trigram frequency analysis. Supports 30+ languages with script detection. Pay-per-call via x402 (USDC on Base L2) -- no API key, no signup, no rate-limit wall.

Part of the klymax402 marketplace -- 100 x402 micropayment APIs for AI agents, one wallet, USDC on Base.

Quickstart -- MCP

Add to your MCP client config (Claude Desktop, Cursor, ElizaOS, etc.):

{
  "mcpServers": {
    "language-detector": {
      "url": "https://language-detector.api.klymax402.com/mcp"
    }
  }
}

Quickstart -- HTTP (x402)

curl -X POST "https://language-detector.api.klymax402.com/api/detect" \
  -H "Content-Type: application/json" \
  -d '{"text":"..."}'
# -> 402 Payment Required, with an x402 payment challenge in the response body

Any x402-aware client (@x402/fetch, x402-agent-tools, ATXP) handles the 402 -> sign -> retry cycle automatically.

Tools

ToolMethodPathPriceDescription
text_detect_languagePOST/api/detect$0.002Detect the language of input text with confidence scores and script identification

text_detect_language

Use this when you need to identify what language a text is written in. Uses n-gram frequency analysis to detect 30+ languages with confidence scores. Returns top 3 language matches, script detection (Latin, Cyrillic, Arabic, CJK, Devanagari), and character statistics. Ideal for multilingual content routing, pre-translation detection, and content filtering. Do NOT use for translation — use text_translate. Do NOT use for sentiment — use text_analyze_sentiment.

Parameters

NameTypeRequiredDescription
textstringyesThe text to detect language for (min 10 characters for accuracy)

Example agent prompts

  • "Identify what language a text is written in"

Payment

  • Protocol: x402 -- HTTP-native pay-per-call, no signup, no API key
  • Network: Base L2 (eip155:8453)
  • Asset: USDC
  • Facilitator: Coinbase CDP (primary), PayAI (fallback)

Part of klymax402

100 x402 micropayment APIs for AI agents -- one wallet, USDC on Base, zero signup.

  • Catalog: https://klymax402.com/llms.txt
  • Full API reference: https://klymax402.com/llms-full.txt
  • Live stats: https://klymax402.com/stats

License

MIT

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Registryactive
TransportSSE
UpdatedMay 16, 2026
View on GitHub