"A system for querying databases using natural language" matching MCP servers:

• language-detector

  Br0ski777

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables AI agents to identify what language text is written in, returning top matches, confidence scores, script detection, and character statistics via a pay-per-call x402 API without requiring an API key.

  Updated 17 days ago (2026-08-06 19:33 UTC)

  MIT

• Swedish Language Learning MCP

  satish-kori-27

  A

  license

  -Not graded

  quality

  D

  maintenance

  An MCP server for learning Swedish language, providing tools for vocabulary, grammar, translations, and practice exercises.

  Updated 9 months ago (2025-11-14 21:38 UTC)

  MIT

• konid-ai

  robertnowell

  A

  license

  A

  quality

  D

  maintenance

  A language expression coach MCP server that provides native-sounding translations with cultural context, tone notes, and audio pronunciation for over 13 languages.

  Updated 4 months ago (2026-04-20 20:28 UTC)

  3

  41

  2

  MIT

• Turjuman

  mogharsallah

  A

  license

  -Not graded

  quality

  A

  maintenance

  Open-source, self-hosted translation management system with an MCP server that enables AI agents to manage projects, locales, keys, and translations via natural language, and includes a CLI for deterministic file syncing.

  Updated 2 months ago (2026-07-06 21:53 UTC)

  1

  MIT

• pdf2zh-next-mcp

  JaeHyeon-KAIST

  A

  license

  A

  quality

  D

  maintenance

  MCP server for translating PDFs using pdf2zh-next, preserving document context by extracting all text segments for LLM translation at once.

  Updated 5 months ago (2026-03-15 18:15 UTC)

  5

  1

  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.

  Updated 2 months ago (2026-06-24 16:13 UTC)

  23

  1

  ISC

• PelaPela MCP Server

  mojavestudio

  A

  license

  A

  quality

  C

  maintenance

  Provides translation tuning by adjusting model output for naturalness, tone, and script per language pair, supporting en-jp and en-es.

  Updated a month ago (2026-07-17 09:10 UTC)

  1

  MIT
• 

  smartling-mcp-dockerofficial

  Smartling

  F

  license

  A

  quality

  C

  maintenance

  A Docker-based MCP server wrapping the Smartling CLI, enabling natural language management of translation projects, files, and glossaries.

  Updated 2 months ago (2026-06-20 04:44 UTC)

  3

• 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.

  Updated 8 months ago (2025-12-17 02:29 UTC)

  1

  8

  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.

  Updated a year ago (2025-09-08 14:14 UTC)

  7

  3

  MIT

• DeepSeek MCP Server

  DMontgomery40

  A

  license

  A

  quality

  A

  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.

  Updated 5 days ago (2026-08-19 04:08 UTC)

  7

  2,198

  350

  MIT
• 

  DeepL MCP Serverofficial

  DeepL

  A

  license

  A

  quality

  A

  maintenance

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

  Updated 19 days ago (2026-08-05 09:11 UTC)

  13

  343

  110

  MIT

• mcp-local-translate

  damoqiongqiu

  A

  license

  A

  quality

  B

  maintenance

  Provides offline translation across 200+ languages using a local NLLB-200 model, with no data leaving your machine.

  Updated a month ago (2026-07-12 01:23 UTC)

  2

  146

  MIT

• MCP Translation Text

  tianfn

  A

  license

  A

  quality

  D

  maintenance

  Provides text translation capabilities using the Niutrans API, supporting 455+ languages with code/alias mapping through a language catalog resource.

  Updated 8 months ago (2025-12-17 08:44 UTC)

  1

  5

  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.

  Updated 2 months ago (2026-06-11 09:06 UTC)

  22

  1,349

  95

  MIT

• sinhala-mcp

  Thamindu-Dev

  A

  license

  A

  quality

  C

  maintenance

  Translates Sinhala or Singlish instructions into precise English technical specifications using Google Gemini AI, enabling Sinhala-speaking developers to code in their native language.

  Updated 4 months ago (2026-04-09 07:10 UTC)

  2

  MIT

• Whissle MCP Server

  MCP-Mirror

  F

  license

  A

  quality

  -Not graded

  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.

  Updated a year ago (2025-06-25 18:53 UTC)

  5

• js-translation-helps-proxy

  JEdward7777

  A

  license

  A

  quality

  D

  maintenance

  Enables interaction with translation helps APIs through multiple interfaces (MCP, OpenAI, stdio, etc.) for fetching scripture, translation notes, and more via natural language.

  Updated 9 months ago (2025-11-25 21:00 UTC)

  8

  14

  MIT

• PowerPoint Translator

  daekeun-ml

  A

  license

  A

  quality

  C

  maintenance

  Translates PowerPoint presentations while preserving formatting using Amazon Bedrock models, available as both a standalone tool and a FastMCP service for AI assistants like Amazon Q Developer.

  Updated 4 months ago (2026-05-01 01:54 UTC)

  8

  66

  MIT

• Yomitan MCP Server

  GoRakuDo

  A

  license

  A

  quality

  C

  maintenance

  Provides AI agents with direct access to local Yomitan dictionary databases for offline Japanese vocabulary lookups, kanji searches, and sentence tokenization. It leverages the Yomitan browser extension's API to enable rich dictionary interactions and Anki flashcard field generation.

  Updated 5 months ago (2026-03-14 13:45 UTC)

  5

  15

  6

  Mozilla Public 2.0