"Techniques and Strategies to Improve Long-Term Memory" matching MCP servers:

• Memory MCP Server

  win10ogod

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  license

  B

  quality

  D

  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

• Textra Japanese to English

  hokupod

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  license

  -

  quality

  D

  maintenance

  Translates Japanese text into English using the Textra API service, enabling LLMs with limited Japanese understanding to process Japanese instructions.

  Last updated 2025-04-20

  1

  MIT

• Mi'kmaq Dictionary MCP Server

  Traves-Theberge

  F

  license

  -

  quality

  D

  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
• 

  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

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  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

• neuroverse

  joshua400

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  license

  A

  quality

  C

  maintenance

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

  Last updated 2026-03-22

  11

  MIT

• NeuroDock

  tlennon-ie

  A

  license

  A

  quality

  A

  maintenance

  A 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.

  Last updated 2026-07-27

  17

  7

  AGPL 3.0

• arabicfmt-mcp

  cc1a2b

  A

  license

  A

  quality

  A

  maintenance

  MCP server for correct Arabic formatting — currency, Hijri dates, number-to-words, RTL fixes and validation across all 22 Arab countries. Zero-dependency.

  Last updated 2026-07-24

  17

  250

  2

  MIT

• Thesaurus By Api Ninjas

  BACH-AI-Tools

  A

  license

  B

  quality

  D

  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

• Kagi Translate MCP Server

  subhangadirli

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  license

  B

  quality

  B

  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

  31

  2

  GNU Lesser General Public v2.1 only

• Humanizer APIs MCP Server

  BACH-AI-Tools

  A

  license

  C

  quality

  D

  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

  D

  quality

  D

  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

  A

  license

  -

  quality

  A

  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

  289

  11

  MIT

• 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

• 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

  64

  1

  MIT

• TranslateGemma MCP Server

  woheller69

  A

  license

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  quality

  B

  maintenance

  Enables on-device text translation via a local TranslateGemma LLM API, supporting multiple language pairs with automatic retries and rate limiting for privacy and low latency.

  Last updated 2026-07-01

  3

  MIT

• DeepL MCP Server

  AlwaysSany

  A

  license

  -

  quality

  D

  maintenance

  Provides translation capabilities using the DeepL API, supporting text translation between numerous languages, rephrasing, batch translation, document translation, and language detection with formality control.

  Last updated 2025-06-25

  4

  MIT