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by io.github.hmoses
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Localize text

localize_text

Adapt supplied text for a target language and audience, including culturally appropriate phrasing, tone, and regional conventions rather than literal translation. Use for localized product UI, marketing copy, documentation, or customer communications; use translate_text for a closer translation. Set required targetLanguage and optionally locale (e.g. 'es-MX'), audience, and tone. Returns JSON containing localized text, targetLanguage, locale, provider, and model. Requires an active trial or Pro. Review sensitive, legal, and technical output with a qualified local reviewer.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
textYesOriginal nonempty copy to adapt for the target culture, region, and audience.
toneNoDesired writing style, such as 'friendly', 'formal', or 'concise'.
localeNoOptional regional locale, such as 'es-MX', 'fr-CA', or 'en-GB'; affects regional spelling and conventions.
audienceNoIntended readers or customers, e.g. 'first-time mobile app users' or 'enterprise developers'.
targetLanguageYesRequired output language name or code, e.g. 'Arabic' or 'ar'.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed5 schema fields changed
    • addedInput schema / properties / audience / description
      Added value: +"Intended readers or customers, e.g. 'first-time mobile app users' or 'enterprise developers'."
    • addedInput schema / properties / locale / description
      Added value: +"Optional regional locale, such as 'es-MX', 'fr-CA', or 'en-GB'; affects regional spelling and conventions."
    • addedInput schema / properties / targetLanguage / description
      Added value: +"Required output language name or code, e.g. 'Arabic' or 'ar'."
    • addedInput schema / properties / text / description
      Added value: +"Original nonempty copy to adapt for the target culture, region, and audience."
    • addedInput schema / properties / tone / description
      Added value: +"Desired writing style, such as 'friendly', 'formal', or 'concise'."
  2. First observed

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