"JSON File Upload, Data Vectorization, and LLM Similarity Search" matching MCP connectors:

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

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.

Compare LLM cost/latency on one prompt; PDF translate, PPTX, cited research. No key needed.

Bilingual dictionary lookup and translation validation for kasahorow Fellows.

Arabic-first OCR, translation and document extraction. First call mints a free trial key.

Turn a phrase and its translation into a shareable word-alignment diagram.

15 media & data tools for AI agents: search, transcribe, subtitles, voiceover, translate & more.

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.

Quran MCP server for translation, tafsir, mutashabihat, recitation playlists, and prayer times.

Manage translation projects, phrases, locales, dictionaries, and team data with secure, organization-scoped tools and interactive translation views.

Manage translation projects, phrases and locales with secure organization-scoped tools and views.

Claude makes real phone calls for you — in many languages, with transcript and outcome back in chat.

MCP server for Crowdin — projects, files, strings, translation progress, tasks, and members.

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

Chữ Nôm lookup, search and Vietnamese ↔ Nôm conversion, incl. 2,422 unmapped PUA codepoints.

Translation QA: automated checks, AI evaluation, linguistic review, and visual in-context testing.

One MCP endpoint over every Valksor dictionary: namespaced tools plus a JSON passthrough.

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

Localization for AI agents: projects, languages, glossaries and translations from your agent

Grounded, multilingual travel data + a cited travel concierge. 12+ languages, deep India coverage.