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20 Best Browser Automation MCP Servers: compared and ranked, October 2026Ranked from 3,852 matching servers on stars, growth, downloads and maintenance. Updated .

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    An MCP server for internationalization (i18n) tasks, providing tools to translate, move, list, and remove translation keys in JSON files for the Kilo Code extension.
    24
    MIT
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    Enables internationalization tasks such as language detection, hardcoded string extraction, translation JSON analysis, plural rule generation, and locale-aware formatting through the Model Context Protocol.
    25 npm
    MIT
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    Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.
    1
    MIT
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    Enables LLM-driven data enrichment for EPLAN article databases, allowing proposals for missing translations and descriptions through a Model Context Protocol server.
    MIT
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    Provides AI models with tools to proofread and format Chinese text before delivery, covering typos, punctuation, casing, spacing, and platform-specific character limits. It runs as a zero-dependency MCP service so the model checks and fixes its own Chinese writing automatically.
    4
    1
    MIT
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    Real-time English ↔ Mandarin Chinese speech translation for Claude. Transcribes audio locally with Whisper, translates via Claude API, and synthesises speech locally with Piper TTS. Pass a WAV file path. Claude handles the rest.
    3
    78 npm
    3
    MIT
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    Enables an assistant to retrieve Quranic verses in Uthmani Arabic with any of hundreds of translations, look up and search ten major hadith collections, and compute prayer times offline from the sun's position. Every quotation comes back with its exact reference so answers can be verified rather than paraphrased from memory.
    7
    MIT
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    An MCP server that provides access to the Similar Words API, allowing users to search for and retrieve semantically related words. It enables language-based applications to query word similarities and relationships through a standardized interface.
    1
    MIT
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    Enables Chinese text segmentation using the jieba library with support for precise, full, and search engine modes. Provides natural language access to professional Chinese word segmentation capabilities through MCP protocol.
    2
    MIT
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    Cultural Intelligence Infrastructure for AI Agents. Analyze cultural context, check sensitivity, localize content across 200+ markets with 15 tones and 8 specialized tools.
    MIT