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maintenanceRoutes commodity NLP tasks like summarization and translation to free-tier LLMs, saving Claude tokens for complex work.
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"Integrating Confluence with AI Features like Search and Summarization" matching MCP servers:
- Flicense-qualityCmaintenanceEnables translation of JSON i18n files to multiple languages using various AI providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching and deduplication.166
- 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
- Alicense-qualityAmaintenanceTranslates text, detects languages, and compares translations across multiple languages using a built-in phrase dictionary.8MIT
- Alicense-qualityAmaintenanceAI-powered translation MCP server with EU AI Act compliance, enabling automated translation workflows via the MCP protocol.8MIT
- Flicense-qualityDmaintenanceIntegrates local language models (like Qwen3-8B) with MCP clients, providing tools for chat, code analysis, text generation, translation, and content summarization using your own hardware.
- AlicenseAqualityDmaintenanceA language expression coach MCP server that provides native-sounding translations with cultural context, tone notes, and audio pronunciation for over 13 languages.3412MIT
- Flicense-qualityDmaintenanceEnables bidirectional lookup of Mi'kmaq and English words with definitions and examples, and provides tools for learning and dictionary statistics, integrating seamlessly with AI-powered IDEs.1
- Flicense-qualityDmaintenanceVotars is the world's smartest multilingual meeting assistant, designed for voice recording, transcription, and advanced AI processing. It features real-time translation, intelligent error correction, AI summarization, smart content generation, and AI discussions. The Votars app is available on Web,28
- 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
@shipeasy/mcpofficial
Alicense-qualityAmaintenanceA unified MCP server for experimentation and i18n, enabling AI assistants to manage feature flags, experiments, metrics, events, and string translations via natural language.677MIT- Alicense-qualityAmaintenanceEnables AI video dubbing from any MCP-capable agent: upload a video or provide a URL, submit a dubbing job, poll progress, and download the finished MP4.2MIT
- 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
- Alicense-qualityCmaintenanceA simple MCP server that generates multi-language greetings and provides server information using the FastMCP framework.MIT
- -license-quality-maintenanceProvides multilingual text translation capabilities using Baidu Translate API with support for language detection and advanced features like context filling and zero-width character obfuscation for testing agent robustness.
- AlicenseAqualityBmaintenanceMCP server that provides grounded Arabic dictionary lookup, enabling AI agents to search word roots, inflections, and meanings from real dictionary data.3MIT
- AlicenseAqualityDmaintenanceAn MCP server that provides LLM agents with full access to the Texterify translation management API. It enables users to search, create, update, and delete translation keys and their values directly through natural language within their development environment.231ISC