"Co-op" matching MCP servers:

Search Japanese onomatopoeia by scene, not by spelling. 161 entries with nuance explained in Japanese and English. Fully offline MCP server, no API key required.

AI localization from your editor — translate an app's string files into 46 languages with placeholder-safe, reproducible output. Eleven formats (JSON, .arb, .po, .strings, Android XML and more), and every translation is read back and checked before it lands.

Enables AI agents to format, validate, and compare Japanese bank-transfer account names for Zengin compatibility, including half-width katakana conversion, legal-entity abbreviation rules, length checks, and reconciliation matching. All tools are read-only and offline.

Enables AI agents to repair OCR-mangled Japanese dates only when calendar validation confirms the corrected result, and to check individual dates against their era ranges.

Enables searching a multilingual terminology database for scientific, technical and IP legal terms, returning validated equivalents in 10 languages with reliability ratings, defining context, usage notes and sources. Also supports looking up full concept records by id and listing the accepted subject-field and language codes.

Multilingual dictionary server via Wikimedia REST and MediaWiki Action APIs, providing word definitions, summaries, search, etymology, and pronunciations.

Provides open-source machine translation capabilities, including language detection and listing supported languages, via a customizable LibreTranslate endpoint.

Wraps LibreTranslate API to enable translation capabilities for AI agents via MCP.

Enables text translation using DeepL API, supporting source/target languages and up to 500k free characters per month.

Enables AI agents to search and look up the Jisho.org Japanese-English dictionary by English keyword, kanji, kana, or romaji, returning headwords, readings, JLPT levels, common-ness, and grouped English meanings. Useful for translating words, checking how a term is read, or finding Japanese equivalents for an English concept.

Enables keyless translation between languages using machine translation and community translation memory, with automatic source-language detection, match-quality scores, and alternate candidate translations.

Enables keyless lookup of German dictionary entries and word-usage statistics from the Digitales Wörterbuch der deutschen Sprache. Supports retrieving entry summaries with part of speech and base lemma, plus absolute and per-million corpus frequency counts for German words.

Multilingual sentence corpus MCP server. Enables search, retrieval, and translation of sentences across many languages.

Translate between corporate jargon and plain English with customizable direction and tone (passive-aggressive, enthusiastic, defeated). Also provides interpretation tips.

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

Model Context Protocol (MCP) server for the Royal Spanish Academy (RAE) API. It allows language models to interact with RAE's dictionary and linguistic resources.

Enables AI-powered translation of Django gettext .po files while intelligently preserving variables, HTML tags, URLs, and JavaScript code with validation and automated updates.