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MCP server CX Codex

DialectOS — Claude Code MCP server: what it does, how to install

Translates and validates documentation across 25 regional Spanish variants. Keeps markdown structure, checks glossary terms, and controls formality.

Open on GitHub

What DialectOS does

The server adapts technical content for 25 regional Spanish variants, such as Mexican and Argentinian. It includes 17 MCP tools. The tooling catches semantic drift while keeping markdown tables and code blocks intact. It also handles JSON locale file validation and merges.

Running the tool requires Node 20.0.0 or higher and pnpm 11.12.0. The 0.3.0 package is published as a GitHub release tarball instead of an npm registry package. Without a valid LLM_API_URL endpoint and an assigned LLM_MODEL, translation tools will not execute.

DialectOS checks formality levels between "tú" and "usted" across target regions. It supports gender-neutral options like "elles" and words ending in "-x". Quality checks rely on a public test suite of 205 adversarial samples covering regional nuances.

What it helps with

  • translate markdown documentation into Mexican or Argentine Spanish without altering code blocks
  • validate i18n JSON locale files against regional vocabulary and grammar drift
  • enforce consistent "tú" versus "usted" formality across target locales
  • apply terminology glossaries to Spanish translations

Example prompts for the agent

  • Translate docs/guide.md into Colombian Spanish while keeping markdown tables intact
  • Run dialect validation on locales/es-mx.json and flag semantic drift
  • Adapt customer support strings to Puerto Rican Spanish with formal address

How to install DialectOS

Install

The MCP registry has no launch command for it: see the repository README

Step by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more

Questions about DialectOS

How to install DialectOS in Claude Code?

Configure the MCP server entry using pnpm dlx pointing to https://github.com/KyaniteLabs/DialectOS/releases/download/v0.3.0/dialectos-mcp-0.3.0.tgz. Set the required environment variables including LLM_API_URL and LLM_MODEL.

What does DialectOS do?

It translates and audits content across 25 regional Spanish dialects. The tool protects markdown formatting, checks terminology against glossaries, and validates locale files.

What are the system requirements for DialectOS?

It requires Node 20.0.0 or newer and pnpm 11.12.0. You must also supply credentials and an endpoint for a compatible LLM gateway.

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