• IDENTIFIED
  • ROUTED
  • FILTERED
  • MANUAL

How to detect text language with your AI

Connect LibreTranslate API to your agent to identify the language of any text string. Once connected, your AI handles the identification automatically.

Ask AI about this page

Short answer

How can my AI tell what language a text is in?

Your AI uses the detect_language tool to scan a string and return the specific language code. This allows your agent to decide how to handle the text next. You get the language name and code immediately.

Detection outcomes

Where the results land.

The AI processes text and routes the results based on what it finds.

IDENTIFIED

Language code returned

The tool identifies the language and provides the standard code. Your AI now knows exactly what it is looking at.

ROUTED

Automatic translation path

Once the language is known, your AI can trigger translation workflows. This keeps your data processing moving without manual checks.

FILTERED

Language-based sorting

Your agent can sort incoming messages or documents by their detected language. This organizes your data into specific language buckets.

MANUAL

Human verification needed

If the text is too short or ambiguous, the AI flags it for you. You decide how to handle low-confidence detections.

The workflow

What your AI does when text arrives.

The AI handles the heavy lifting of linguistic identification so you don't have to.

  1. Analyze the string

    The agent receives the raw text and sends it to the detection engine to find the language pattern.

    detect_language

  2. Identify the code

    The tool returns the ISO language code and the name of the detected language.

    detect_language

  3. Determine the next step

    Your AI uses the language information to decide if it needs to translate, store, or ignore the text.

    detect_language

  4. Report the findings

    The agent tells you what language it found or asks for help if the text is unclear.

    detect_language

Try it

Copy these to start.

Use these prompts to trigger language detection in your chat.

Starting points

Replace the bracketed text with your actual data or file locations.

LibreTranslate Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_LKLkG0jnlBPP6OA9EEXveB6egYx09rPDRlOqEA3a/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 — LibreTranslate capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "libretranslate-api-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_LKLkG0jnlBPP6OA9EEXveB6egYx09rPDRlOqEA3a/mcp"
    }
  }
}
Copy into chat04

  • Detect the language of this message: [paste text here]

  • Check the language of the latest entry in my Google Sheet.

  • Look at the text in this GitHub issue and tell me what language it is.

  • Identify the language of the last five messages in this Slack channel.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect LibreTranslate API once, then ask.

One connection links the API to your client. Your credentials stay encrypted and secure on our side.

Connect LibreTranslate API to your AI

FAQ

How the detection behaves

  • 01

    Can the AI translate the text automatically?

    No. This specific tool only identifies the language. You must ask the AI to perform a translation as a separate step.

  • 02

    What happens if the text is just a single word?

    The AI might struggle to identify the language if there isn't enough context. In those cases, it will tell you it's unsure.

  • 03

    Does the AI change the original text?

    No. The tool only reads the text to identify the language. It does not modify your original files or messages.

  • 04

    Can it detect dialects?

    The tool identifies standard languages. It does not distinguish between specific regional dialects.

  • 05

    Can the AI delete messages after detecting the language?

    No. This connector does not have the capability to delete or remove any data.

  • More questions about LibreTranslate API? The Connector page answers them. See everything the LibreTranslate API Connector can do

Connect LibreTranslate to Claude, Cursor, ChatGPT & more