"Publishing deepseek-r1 LLM API as an MCP server and usage instructions" matching MCP servers:

• DeepSeek MCP Server

  DMontgomery40

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  Enables 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.

  Last updated 2026-04-24

  6

  3,185

  347

  MIT

• Cloud Translation API MCP

  ag2-mcp-servers

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  An MCP (Multi-Agent Conversation Protocol) Server that enables AI agents to interact with Google's Cloud Translation API for translating text between languages.

  Last updated 2025-07-16

• XTRF Home Portal API Server

  heesookiim

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  Enables interaction with XTRF translation management system through their Home Portal API. Provides access to XTRF's project management, translation workflow, and client portal functionalities via natural language interface.

  Last updated 2025-08-13

• MCP Server with Local LLM

  0xsaju

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  Integrates 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.

  Last updated 2025-09-25

• Mi'kmaq Dictionary MCP Server

  Traves-Theberge

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  Enables 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.

  Last updated 2025-08-18

  1

• RPCS1 Agent Tuner and Human-Ai

  travisbergen2

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  prevents llm from overload, freeze and oscillation

  Last updated 2026-07-24

  7

  4

  MIT

• Thesaurus By Api Ninjas

  BACH-AI-Tools

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  Provides access to synonyms and antonyms for words through the API Ninjas Thesaurus API, enabling vocabulary enhancement and word exploration.

  Last updated 2025-12-05

  1

  MIT

• Dictionary By Api Ninjas

  BACH-AI-Tools

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  Provides dictionary lookup functionality through the API Ninjas Dictionary API, allowing users to search for word definitions and meanings through natural language queries.

  Last updated 2025-12-04

  1

  MIT
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  Djelia MCP Serverofficial

  djelia-org

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  An MCP server for Djelia that brings Bambara transcription, translation, and text-to-speech to any LLM.

  Last updated 2026-06-21

• mcp-rae

  rae-api-com

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  Model Context Protocol (MCP) server for the Royal Spanish Academy (RAE) API. It allows language models to interact with RAE's dictionary and linguistic resources.

  Last updated 2025-09-02

  6

• xcomet-mcp-server

  shuji-bonji

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  Translation quality evaluation MCP Server powered by xCOMET. Provides quality scoring (0-1), error detection with severity levels, and optimized batch processing for AI-assisted translation workflows.

  Last updated 2026-07-13

  3

  57

  2

  MIT

• PDF2ZH MCP Server

  lichman0405

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  An 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.

  Last updated 2026-02-28

  2

  1

  AGPL 3.0

• BeLikeNative Grammar Server

  theluckystrike

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  L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API keys needed.

  Last updated 2026-05-27

  4

• Lara Translate MCP Server

  translated

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  An MCP server providing machine translation capabilities via the Lara Translate API, featuring language detection and context-aware translations between numerous language pairs.

  Last updated 2026-06-11

  22

  1,023

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  MIT

• brainiall-mcp-server

  fasuizu-br

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  AI-powered speech tools by Brainiall: pronunciation assessment with phoneme-level feedback, speech-to-text with language detection, and text-to-speech with multiple voices.

  Last updated 2026-03-11

  4

  1

  MIT
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  SimpleLocalize MCP Serverofficial

  simplelocalize

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  Enables interaction with the SimpleLocalize API to manage translation keys, languages, and tags. It allows users to streamline their localization workflow by creating, updating, and retrieving translation data directly through MCP-compatible AI assistants.

  Last updated 2026-04-14

  14

  25

  Apache 2.0

• Whissle MCP Server

  MCP-Mirror

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  Provides access to Whissle AI services for speech-to-text, speaker diarization, translation, and text summarization. It enables users to process various audio formats and manage text content through natural language tools.

  Last updated 2025-06-25

  5
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  DeepL MCP Serverofficial

  DeepL

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  A Model Context Protocol server that enables AI assistants to translate and rephrase text between numerous languages using the DeepL API.

  Last updated 2026-05-05

  5

  203

  109

  MIT

• Obsidian Translation MCP

  nojiritakeshi

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  Enables Claude to translate, search, and manage Obsidian notes directly through the Model Context Protocol. It features automatic backups, CRUD operations, and protects metadata and code blocks during the translation process.

  Last updated 2025-07-17

  6

  2,703

  1

  Apache 2.0

• mcp-lokalise-server

  mert574

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  An MCP server for managing Lokalise translations, enabling creation, retrieval, and deletion of translation keys.

  Last updated 2025-07-25

  3