"Collaboration Between Multiple AIs via MCP (Master Control Program)" matching MCP servers:

• Whissle MCP Server

  MCP-Mirror

  F

  license

  A

  quality

  -

  maintenance

  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

• TalkBridge MCP

  Festinz

  A

  license

  -

  quality

  B

  maintenance

  Enables real-time language translation for chat conversations, automatically detecting and translating messages between multiple languages while correcting Korean grammar and style before sending.

  Last updated 2026-07-14

  1

  MIT

• Cloud Translation API MCP

  ag2-mcp-servers

  F

  license

  -

  quality

  D

  maintenance

  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

• xcomet-mcp-server

  shuji-bonji

  A

  license

  A

  quality

  C

  maintenance

  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
• 

  All Voice Lab MCP Serverofficial

  allvoicelab

  A

  license

  A

  quality

  D

  maintenance

  All Voice Lab MCP Server

  Last updated 2025-08-05

  12

  56

  MIT

• Levelang MCP Server

  beverage

  A

  license

  A

  quality

  C

  maintenance

  Integrates the levelang.app translation API with AI assistants to provide translations constrained to specific learner proficiency levels. It supports multiple languages and allows users to control translation styles and moods while dynamically discovering available language configurations.

  Last updated 2026-06-12

  3

  MIT

• aksara-mcp

  thesimonharms

  A

  license

  A

  quality

  C

  maintenance

  Enables AI agents to transliterate between Latin-script Javanese and Aksara Jawa (Hanacaraka) bidirectionally.

  Last updated 2026-06-20

  2

  10

  MIT

• texterify-mcp

  mogharsallah

  A

  license

  A

  quality

  D

  maintenance

  An 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.

  Last updated 2026-06-24

  26

  1

  ISC

• the-i18n-mcp

  fabkho

  A

  license

  A

  quality

  B

  maintenance

  MCP server for managing i18n translation files — gives your AI agent full control over your app's translations without dumping entire locale files into context.

  Last updated 2026-06-18

  13

  251

  10

  MIT

• estonian-mcp

  silly-geese

  A

  license

  A

  quality

  A

  maintenance

  An 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.

  Last updated 2026-07-18

  21

  10

  Apache 2.0

• PDF2ZH MCP Server

  lichman0405

  A

  license

  A

  quality

  D

  maintenance

  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

• zoom-ai-mcp

  rai03k

  F

  license

  A

  quality

  C

  maintenance

  Enables 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.

  Last updated 2026-07-10

  3

• Anonymix MCP

  Dbuzek

  A

  license

  A

  quality

  D

  maintenance

  Provides 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.

  Last updated 2026-03-21

  5

  4

  MIT

• MCP Translation Text

  NiuTrans

  A

  license

  A

  quality

  D

  maintenance

  Provides 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.

  Last updated 2025-12-17

  1

  8

  MIT

• japan-ux-mcp

  mrslbt

  A

  license

  A

  quality

  B

  maintenance

  Provides Japanese UX conventions as an MCP server to help AI generate correct Japanese UI elements like proper name order, furigana, phone formats, and polite language. It includes tools for form generation, validation, keigo suggestions, and cultural adaptation for developers building Japanese-facing products.

  Last updated 2026-07-10

  6

  290

  MIT

• tinci-mcp

  liyb-gz

  F

  license

  A

  quality

  D

  maintenance

  MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal pattern analysis, and rhyming character lookup.

  Last updated 2025-12-31

  3
• 

  nativ-mcpofficial

  Nativ-Technologies

  A

  license

  A

  quality

  D

  maintenance

  AI-powered localization platform. Translate text, search translation memory, and access style guides from any MCP-compatible AI tool.

  Last updated 2026-03-10

  8

  1

  MIT

• SimpleLocalize MCP Server

  GalvinGao

  A

  license

  A

  quality

  D

  maintenance

  A Model Context Protocol server that enables users to manage translations for their applications through SimpleLocalize's localization platform via natural language prompts in Cursor.

  Last updated 2025-09-08

  7

  3

  MIT

• DeepSeek MCP Server

  DMontgomery40

  A

  license

  A

  quality

  C

  maintenance

  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

• Lara Translate MCP Server

  translated

  A

  license

  A

  quality

  C

  maintenance

  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

  93

  MIT