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"A search for a summary of a document" matching MCP servers:
- AlicenseNot gradedqualityDmaintenanceEnables secure local proofreading of Korean official documents (.hwpx/.hwp) using 3-layer AI correction for spelling, grammar, and official document style. Provides 50 administrative document templates for generating standardized official correspondence without cloud dependencies or API keys.23MIT
- FlicenseNot gradedqualityCmaintenanceProvides structured translation guidance for converting English PDFs to Korean, preserving document structure. It works as a custom connector for Claude, supplying rules and workflows for translating papers, manuals, and more.
- AlicenseAqualityDmaintenanceMCP server for translating PDFs using pdf2zh-next, preserving document context by extracting all text segments for LLM translation at once.51MIT
- FlicenseAqualityBmaintenanceFinds new UI translation keys in your codebase, dedup-checks them against a Blocks/UILM tenant, and generates the JSON the Blocks portal expects for import.71
- AlicenseAqualityDmaintenanceA language expression coach MCP server that provides native-sounding translations with cultural context, tone notes, and audio pronunciation for over 13 languages.3412MIT
- 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

smartling-mcp-dockerofficial
FlicenseAqualityCmaintenanceA Docker-based MCP server wrapping the Smartling CLI, enabling natural language management of translation projects, files, and glossaries.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- AlicenseAqualityCmaintenanceEnables LLMs to understand and work with shipbuilding terminology (Korean/English), including search, translation, and explanation of terms across 14 categories with 364 terms.6MIT
- 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
- AlicenseAqualityAmaintenanceEnables integration of DeepSeek's language models with MCP-compatible applications, offering features like chat completion, custom model selection, and parameter control for enhancing language-based interactions.72,198350MIT

DeepL MCP Serverofficial
AlicenseAqualityAmaintenanceA Model Context Protocol server that enables AI assistants to translate and rephrase text between numerous languages using the DeepL API.13343110MIT- AlicenseAqualityAmaintenanceMCP server for TERMDAT, the terminology database of the Swiss Federal Administration, giving AI agents officially validated designations of Swiss authorities, departments, and legal acts across DE/FR/IT/EN with source references and validation status.71MIT
- AlicenseAqualityBmaintenanceProvides offline translation across 200+ languages using a local NLLB-200 model, with no data leaving your machine.2146MIT
- AlicenseAqualityCmaintenanceA local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a sense of time, a translator for corporate ambiguity, and a guardrail that refuses to amplify rumination, hyperfocus, or sycophancy. MCP-native. No telemetry. AGPL-3.0-or-later. Self-ID sufficient — no diagnosis gating.1711AGPL 3.0
- AlicenseAqualityDmaintenanceProvides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.15MIT
- AlicenseAqualityAmaintenanceReal-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.31433MIT
- AlicenseAqualityBmaintenanceMCP server for the Codex Bilingual Overlay, enabling control of bilingual translation modes (off, hover, preload) and retrieval of overlay status for the Codex desktop app.3MIT
- FlicenseAqualityDmaintenanceEnables processing and translating SRT subtitle files with intelligent conversation detection and context preservation. Supports parsing, validation, chunking of large files, and translation while maintaining precise timing and HTML formatting.6