KyaniteLabs/DialectOS

Overview

DialectOS is an MCP server and CLI for Spanish dialect localization. It translates text across 25 regional variants while preserving structure and controlling register, with built-in QA gates.

Best for

Best for
Developers needing precise Spanish dialect localization with automated quality checks

Use cases

• Localize content for specific Spanish-speaking markets
• Enforce register and tone consistency across translations
• Integrate dialect-aware translation into CI/CD pipelines

How to use

Tools exposed

• translate_markdown
• extract_translatable
• translate_api_docs
• create_bilingual_doc
• detect_missing_keys
• translate_missing_keys
• batch_translate_locales
• manage_dialect_variants
• check_formality
• apply_gender_neutral
• translate_text
• detect_dialect
• translate_code_comment
• translate_readme
• search_glossary
• list_dialects
• research_regional_term
• es-ES
• es-MX
• es-AR

Tested with

Claude Desktop, Cursor, Windsurf, VS Code, ChatGPT

Example client config

{\n  "mcpServers": {\n    "dialectos": {\n      "command": "pnpm",\n      "args": [\n        "dlx",\n        "https://github.com/KyaniteLabs/DialectOS/releases/download/v0.3.0/dialectos-mcp-0.3.0.tgz"\n      ],\n      "env": {\n        "LLM_API_URL": "https://your-llm-gateway/v1/chat/completions",\n        "LLM_MODEL": "your-dialect-capable-model",\n        "LLM_API_KEY": "your-key-if-required",\n        "LLM_API_FORMAT": "openai",\n        "ALLOWED_LOCALE_DIRS": "/path/to/locales"\n      }\n    }\n  }\n}

Notes

DialectOS is an MCP server and CLI for Spanish dialect localization. It translates text across 25 regional variants while preserving structure and controlling register, with built-in QA gates.

1 stars on GitHub. Last updated 2026-06-07. Licensed Apache-2.0.

Use cases

• Localize content for specific Spanish-speaking markets
• Enforce register and tone consistency across translations
• Integrate dialect-aware translation into CI/CD pipelines

Pros

• Covers 25 regional Spanish variants
• Preserves document structure during translation
• Includes QA gates for quality control

Cons

• Very early stage with only 1 GitHub star
• Limited to Spanish dialects only
• No documented production deployments

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.