"Debugging software using GDB (GNU Debugger)" matching MCP servers:

• mcp-polib

  hsiangjenli

  A

  license

  -

  quality

  F

  maintenance

  A Model Context Protocol server for reading, writing, and managing GNU Gettext .po translation files, enabling language models to perform file operations, entry management, partial updates, and fuzzy entry detection.

  Updated 9 months ago (2025-11-27 00:52 UTC)

  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

• Icelandic Morphology MCP

  mideind

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  license

  A

  quality

  D

  maintenance

  Provides access to the Database of Icelandic Morphology (BÍN) to look up word inflections, variants, and lemmas. It enables LLMs to answer grammatical questions and retrieve specific Icelandic word forms using standard grammatical tags.

  Updated 8 months ago (2025-12-12 18:41 UTC)

  3

  4

  MIT

• rosetta

  ewalid

  A

  license

  A

  quality

  C

  maintenance

  Enables translation of Excel files using Claude AI while preserving formatting, formulas, and data integrity.

  Updated 23 days ago (2026-07-23 12:59 UTC)

  6

  38

  2

  MIT

• Android i18n MCP Server

  realskyrin

  F

  license

  A

  quality

  D

  maintenance

  An MCP server that automatically translates Android app string resources to multiple languages by detecting changes in default strings.xml files using Git diff. It supports batch translation, preserves formatting placeholders, and works with multiple Android modules.

  Updated 9 months ago (2025-11-13 12:59 UTC)

  5

  5
• 

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

  13

  467

  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

• 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

• librascript-mcp

  fabricioartur

  A

  license

  A

  quality

  A

  maintenance

  Enables AI assistants to translate Portuguese text into LIBRAS glosses and scripts using VLibras official APIs, supporting content auditing, validation, and batch translation.

  Updated 2 months ago (2026-06-23 21:55 UTC)

  9

  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 3 months ago (2026-05-01 01:54 UTC)

  8

  66

  MIT

• MCP News Server

  ekfaktldk11

  F

  license

  B

  quality

  D

  maintenance

  Fetches, summarizes, and translates news headlines and articles using the News API and OpenAI. It enables users to browse top stories and receive high-quality Korean translations of global news content.

  Updated 7 months ago (2026-01-19 09:50 UTC)

  4

• Localizable XStrings MCP

  iamnotagentleman

  A

  license

  B

  quality

  D

  maintenance

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

  Updated 9 months ago (2025-11-29 21:27 UTC)

  7

  5

  MIT
• 

  Lingvanex Translate MCP Serverofficial

  lingvanex-mt

  F

  license

  B

  quality

  D

  maintenance

  Enables text translation between different languages using the Lingvanex Translator API. Supports integration with Claude Desktop for natural language translation requests.

  Updated 7 months ago (2026-01-20 11:57 UTC)

  1

• Lokalise MCP Tool

  mdrafee03

  A

  license

  B

  quality

  D

  maintenance

  An MCP server that enables users to add translation keys to Lokalise projects using natural language through Cursor or standalone interfaces. It allows for the specification of project names, translation keys, default values, and target platforms.

  Updated a year ago (2025-07-28 12:21 UTC)

  1

  15

  4

  ISC

• TranslationX MCP Server

  Deep-Intelligent-Pharma

  F

  license

  C

  quality

  D

  maintenance

  A server that provides translation capabilities using TranslationX API, enabling users to translate files and content through natural language commands.

  Updated a year ago (2025-04-14 09:21 UTC)

  22

  4

• Translator Pro Ai

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Translates text, detects languages, and compares translations across multiple languages using a built-in phrase dictionary.

  Updated 20 days ago (2026-07-26 10:12 UTC)

  8

  MIT

• MCP Jieba Server

  KagaJiankui

  A

  license

  -

  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.

  Updated 9 months ago (2025-11-26 08:05 UTC)

  GPL 3.0

• 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.

  Updated a year ago (2025-06-25 00:36 UTC)

  4

  MIT

• jieba-mcp

  BACH-AI-Tools

  A

  license

  -

  quality

  D

  maintenance

  Enables Chinese text segmentation using the jieba library with support for precise, full, and search engine modes. Provides natural language access to professional Chinese word segmentation capabilities through MCP protocol.

  Updated 8 months ago (2025-12-04 05:34 UTC)

  2

  MIT