"Understanding Memory and Related Concepts" matching MCP servers:

• Memory MCP Server

  win10ogod

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  license

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  quality

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  maintenance

  Provides dynamic short-term and long-term memory management with keyword-based relevance scoring, time-decay models, and trigger-based recall. Optimized for Chinese language support with jieba segmentation.

  Last updated 2025-11-18

  21

  19

  1

  BSD 3-Clause

• Mi'kmaq Dictionary MCP Server

  Traves-Theberge

  F

  license

  -

  quality

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  maintenance

  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

• MCP Translation Text

  NiuTrans

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  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
• 

  nativ-mcpofficial

  Nativ-Technologies

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  license

  A

  quality

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  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

• neuroverse

  joshua400

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  license

  A

  quality

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  maintenance

  Multilingual intelligence + memory + safety + voice layer for autonomous AI agents

  Last updated 2026-03-22

  11

  MIT

• SRT Translation MCP Server

  omd0

  F

  license

  A

  quality

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  maintenance

  Enables 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.

  Last updated 2025-10-19

  6

• tolgee-mcp

  ytarfa

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  license

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  maintenance

  An MCP server that wraps the Tolgee localization platform API, enabling LLMs to manage translation projects, keys, translations, languages, and related workflows.

  Last updated 2026-03-03

  27

  MIT

• Thesaurus By Api Ninjas

  BACH-AI-Tools

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  license

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  quality

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  maintenance

  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

• Localizable XStrings MCP

  iamnotagentleman

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  Provides tools for working with iOS Localizable.xcstrings files, enabling automated translation workflows and localization management for iOS/macOS projects using Xcode String Catalogs.

  Last updated 2025-11-29

  7

  5

  MIT

• Kagi Translate MCP Server

  subhangadirli

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  license

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  quality

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  maintenance

  An MCP server that integrates Kagi Translate as tools for translation, URL translation, and proofreading, requiring a Kagi API key.

  Last updated 2026-05-28

  3

  8

  2

  GNU Lesser General Public v2.1 only

• Similar Words MCP Server

  BACH-AI-Tools

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  license

  C

  quality

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  maintenance

  An 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.

  Last updated 2025-12-07

  1

  MIT

• Humanizer APIs MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

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  maintenance

  Enables access to Humanizer APIs for text humanization with multiple models including basic, easy-use, and multi-language support. Requires API key authentication.

  Last updated 2025-12-08

  3

  MIT

• MCP-Serve 多语言翻译服务

  oofengoo

  F

  license

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  quality

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  maintenance

  A custom MCP protocol service that enhances AI models by providing multilingual translation capabilities and resource management, allowing for automatic text extraction and translation through external APIs.

  Last updated 2025-05-21

  2
• 

  kilo-dev-mcp-serverofficial

  Kilo-Org

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  license

  -

  quality

  F

  maintenance

  An MCP server for internationalization (i18n) tasks, providing tools to translate, move, list, and remove translation keys in JSON files for the Kilo Code extension.

  Last updated 2025-06-12

  25

  MIT
• 

  @shipeasy/mcpofficial

  shipeasy-ai

  A

  license

  -

  quality

  A

  maintenance

  A unified MCP server for experimentation and i18n, enabling AI assistants to manage feature flags, experiments, metrics, events, and string translations via natural language.

  Last updated 2026-06-29

  677

  MIT
• 

  Phrase MCP Serverofficial

  phrase

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  license

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  quality

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  maintenance

  Use Phrase APIs from any MCP client (Claude, Cursor, etc.) with ready-to-use tools for Phrase Strings, Phrase TMS, and Connectors.

  Last updated 2026-07-25

  287

  10

  MIT

• TalkBridge MCP

  Festinz

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  license

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  quality

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  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

• Võro MCP Server

  Leo-Martin-Pala

  A

  license

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  quality

  A

  maintenance

  An MCP server for working with the Võro language: local dictionary and corpus lookup, GiellaLT-backed analysis/spellcheck/grammar tools, and Neurotõlge translation.

  Last updated 2026-07-10

  1

  MIT

• MCP Jieba Server

  KagaJiankui

  A

  license

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  quality

  C

  maintenance

  Provides high-performance Chinese text segmentation, POS tagging, and keyword extraction using Rust-based Jieba implementation. Supports both local STDIO and remote HTTP deployment modes.

  Last updated 2025-11-26

  GPL 3.0

• @langapi/mcp-server

  TedyHub

  A

  license

  -

  quality

  B

  maintenance

  MCP server for AI-powered translation management in i18n projects, enabling automated locale detection, translation status checks, and sync via LangAPI.

  Last updated 2026-07-07

  695

  1

  MIT