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maintenanceAn MCP server that turns an LLM API into MCP tools, providing four LLM-powered tools (ask_llm, summarize, translate, extract_json) and running locally over stdio or remotely over HTTP.
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"Connecting external data sources for contextual LLM calls" matching MCP servers:
- FlicenseNot gradedqualityDmaintenanceIntegrates 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.
- AlicenseAqualityBmaintenanceMCP server that provides grounded Arabic dictionary lookup, enabling AI agents to search word roots, inflections, and meanings from real dictionary data.3MIT
- AlicenseAqualityDmaintenanceMCP server for translating PDFs using pdf2zh-next, preserving document context by extracting all text segments for LLM translation at once.51MIT
- 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
- 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
- AlicenseAqualityCmaintenanceEnables translation of Excel files using Claude AI while preserving formatting, formulas, and data integrity.6382MIT
- AlicenseAqualityDmaintenanceProvides local anonymization of Czech legal documents by replacing sensitive entities with pseudonyms to ensure privacy during LLM interactions. It allows users to safely process documents like contracts and judgments by keeping original data offline and facilitating local deanonymization.54MIT
- AlicenseAqualityDmaintenanceProvides text translation capabilities powered by NiuTrans API with support for 455+ languages. Includes translation tools and language catalog resources for seamless integration with MCP clients.18MIT
- AlicenseAqualityBmaintenanceMCP server for AI-powered translation management in i18n projects, enabling automated locale detection, translation status checks, and sync via LangAPI.42411MIT
- AlicenseAqualityDmaintenanceA Model Context Protocol server that enables users to manage translations for their applications through SimpleLocalize's localization platform via natural language prompts in Cursor.73MIT
- AlicenseAqualityBmaintenanceProvides offline translation across 200+ languages using a local NLLB-200 model, with no data leaving your machine.2146MIT
- AlicenseAqualityCmaintenanceMultilingual intelligence + memory + safety + voice layer for autonomous AI agents11MIT
Djelia MCP Serverofficial
FlicenseAqualityCmaintenanceAn MCP server for Djelia that brings Bambara transcription, translation, and text-to-speech to any LLM.4- FlicenseAqualityDmaintenanceEnables fetching and analyzing YouTube video comments and replies through the YouTube Data API. Supports sorting by relevance or time and returns structured JSON data for comment analysis, summarization, and translation tasks.1
- AlicenseAqualityDmaintenanceEnables interaction with translation helps APIs through multiple interfaces (MCP, OpenAI, stdio, etc.) for fetching scripture, translation notes, and more via natural language.814MIT
- AlicenseAqualityAmaintenanceMCP server for correct Arabic formatting — currency, Hijri dates, number-to-words, RTL fixes and validation across all 22 Arab countries. Zero-dependency.17902MIT
- AlicenseBqualityDmaintenanceProvides access to synonyms and antonyms for words through the API Ninjas Thesaurus API, enabling vocabulary enhancement and word exploration.1MIT
- AlicenseBqualityDmaintenanceProvides tools for working with iOS Localizable.xcstrings files, enabling automated translation workflows and localization management for iOS/macOS projects using Xcode String Catalogs.75MIT
- AlicenseBqualityDmaintenanceAn MCP server that integrates Kagi Translate as tools for translation, URL translation, and proofreading, requiring a Kagi API key.3142GNU Lesser General Public v2.1 only