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qualityC
maintenanceEnables AI agents to read and write JSON translation files (i18n, i18next, react-i18next) via the Model Context Protocol.
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"Automatic context compression tools or methods" matching MCP servers:
- Alicense-qualityBmaintenanceProvides internationalization MCP tools enabling AI agents to perform translations, locale management, and i18n operations.10MIT
- Flicense-qualityBmaintenanceAn MCP server providing tools for speech-to-text, translation, language detection, question answering, and text-to-speech using Sarvam AI models, enabling multilingual voice agents.
- AlicenseBqualityDmaintenanceProvides access to synonyms and antonyms for words through the API Ninjas Thesaurus API, enabling vocabulary enhancement and word exploration.1MIT
- AlicenseBqualityDmaintenanceProvides dictionary lookup functionality through the API Ninjas Dictionary API, allowing users to search for word definitions and meanings through natural language queries.1MIT
- AlicenseCqualityDmaintenanceAn 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.1MIT
- AlicenseCqualityDmaintenanceEnables access to Humanizer APIs for text humanization with multiple models including basic, easy-use, and multi-language support. Requires API key authentication.3MIT
- Alicense-qualityDmaintenanceEnables 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.2MIT
- AlicenseAqualityDmaintenanceMCP server for translating PDFs using pdf2zh-next, preserving document context by extracting all text segments for LLM translation at once.51MIT
- AlicenseAqualityDmaintenanceEnglish-first Korean equity intelligence MCP — translates Korean DART filings, foreign-holder 5%-rule flows (BlackRock / Vanguard / Norges / GIC plus 16 more), activist filings (KCGI / Align / ValueAct / Elliott), and KRX industry news to English on demand. 7 MCP tools, OSS self-host under AGPL-3.0.73AGPL 3.0
- AlicenseAqualityAmaintenanceDelegates mechanical text-to-text tasks to a local LLM to save Claude subscription quota, reading files server-side so large content never enters Claude's context.115MIT
- AlicenseAqualityDmaintenanceA language expression coach MCP server that provides native-sounding translations with cultural context, tone notes, and audio pronunciation for over 13 languages.3302MIT
- AlicenseAqualityAmaintenanceprevents llm from overload, freeze and oscillation4MIT
- AlicenseAqualityAmaintenanceMCP server for managing i18n translation files — gives your AI agent full control over your app's translations without dumping entire locale files into context.1325111MIT
- AlicenseAqualityAmaintenanceAn MCP server that integrates EstNLTK to provide Estonian language tools (morphology, spell-check, synonyms, etc.) for AI agents, enabling correct Estonian text processing and generation.2115Apache 2.0
- AlicenseAqualityAmaintenanceMCP server that gives coding agents right-to-left awareness with tools to lint RTL code, normalize Arabic text, and detect text direction.4467MIT
- AlicenseAqualityDmaintenanceAn MCP server that translates scientific PDF documents while preserving original formulas, charts, and layout. It utilizes an OpenAI-compatible backend to provide tools for document translation and language listing.22AGPL 3.0
- FlicenseAqualityCmaintenanceEnables AI agents to transcribe, translate, and summarize audio via Zoom AI Services APIs, providing an 'ear' through tools like transcribe_audio, summarize_transcript, and translate_text.3
humanpen-mcpofficial
AlicenseAqualityAmaintenanceMCP server for HumanPen that lets AI agents work on real documents (.docx, .pptx, .pdf) — humanizing content to lower AI-detection scores, converting citations, condensing, and translating while preserving formatting, tables, images, and citations.82081Apache 2.0- AlicenseAqualityDmaintenanceAn intelligent PDF translation assistant specializing in academic papers with mathematical formulas, enabling context-aware translation with layout preservation.4Apache 2.0