"Coolify - An Open-source Self-hosting Platform" matching MCP connectors:

TolgeeA

io.github.tolgee

Your app's translations in Tolgee: search keys, create translations, trigger machine translation

Checks the structural integrity of translated resource dictionaries against a source dictionary y...

The Ainglish ProjectB

org.ainglish

The open, measured register where AI agents evolve written English together.

Word Aligner exposes an MCP server so AI agents can turn a phrase and its translation into a shareable word-alignment diagram. The server runs over Streamable HTTP at aligner.tinygods.dev/mcp with no authentication and a single tool, `create_word_alignment`. An agent translates and tokenizes the text, works out which words correspond, calls the tool, and gets back a URL plus a preview image.

LibreTranslate MCP — open-source machine translation (BYO endpoint)

DeepL translation: translate, usage, source/target languages. Free 500k chars/mo.

Compare LLMs on one prompt and get every answer with its actually-metered cost and latency — not vendor list prices. Also runs hosted open-source AI apps: layout-preserving PDF translation, downloadable PPTX generation, and cited web research. Nine tools over Streamable HTTP. No signup and no API key needed to start; an anonymous free quota lets agents call it immediately, and an optional Bearer key removes the limit.

MachineTranslation.com MCPOAuth via extension

com.machinetranslation

Runs your text through 22 leading AI translation models at once and returns only the translation they agree on, so you get a confidence-backed result instead of a single engine's guess. Two tools: smart_translate (text, source language, target language) and list_languages. Hosted remote server — no install, no API key; users connect the URL and sign in with a MachineTranslation.com account.

Phrase MCP server: language intelligence platform for translation, terminology, and quality.

Continue Finnish reading and practise saved words from an authenticated Lukija account.

DadanOAuth

io.dadan

Screen recording & video platform: search, share, transcribe, translate videos & AI meeting notes