Machine Translation Systems NLP Tools

Tools for translating text, speech, or documents between languages using AI/ML models. Includes domain-specific translators, real-time translation interfaces, and multi-modal translation (speech-to-speech, document translation). Does NOT include general language models, speech recognition, text-to-speech, or linguistic analysis tools.

There are 45 machine translation systems tools tracked. 1 score above 50 (established tier). The highest-rated is tmalsburg/txl.el at 52/100 with 46 stars.

Get all 45 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=machine-translation-systems&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	tmalsburg/txl.el Emacs extension providing direct access to DeepL's machine translation API.	52	Established	46	Emacs Lisp
2	ambuda-org/vidyut Reliable infrastructure for Sanskrit software.	49	Emerging	105	Rust
3	chaosen315/AIwork4translator AI-powered translation tool for professionals handling technical documents,...	46	Emerging	19	Jupyter Notebook
4	mozilla/firefox-translations Firefox Translations is a webextension that enables client side translations...	42	Emerging	567	JavaScript
5	ArchiDevil/hat Simple CAT to work with DnD texts	41	Emerging	2	Python
6	Helsinki-NLP/OPUS-CAT OPUS-CAT is a collection of software which make it possible to OPUS-MT...	40	Emerging	85	C#
7	med933/IronTranslator Google translate API for Python	39	Emerging	2	Python
8	microsoft/glue GLUE is a lightweight, Python-based collection of scripts to support you at...	38	Emerging	22	Jupyter Notebook
9	gyunggyung/docling-translate Advanced PDF/Document Translator with interactive comparison. Built on IBM Docling.	36	Emerging	16	Python
10	vseprr/srt-smart-translator AI-powered SRT subtitle translator with context preservation	34	Emerging	18	HTML
11	flamehaven01/FDS-Dev Code-level internationalization: structure-aware linter + AI translation for...	34	Emerging	22	Python
12	Cindyzzz616/Mora Mora (formerly YouLingo) is an app that makes authentic language learning...	33	Emerging	3	Python
13	NAVANEETHELITE/MBART_50_STREAMLIT_TRANSLATOR AN OCR AND MULTILINGUAL MACHINE TRANSLATOR USING 🤗HUGGING FACE. Upload a...	31	Emerging	4	Python
14	kodzamani/LocalTranslateApp A local-first translation app built with Rust and ONNX Runtime, supporting...	30	Emerging	7	Rust
15	piotrmaciejbednarski/cctv-xinwen-lianbo-en A Python project for Chinese-to-English translations (SRT subtitles) for...	29	Experimental	7	Python
16	dataiku/dss-plugin-nlp-google-cloud-translation Dataiku DSS plugin to use the Google Cloud Translation API 🌎🌍🌏	29	Experimental	1	Python
17	OFAI/PunCAT Interactive prototype tool for the computer-assisted translation of puns	29	Experimental	7	Java
18	nerdsupremacist/trumpify Make your words be the BEST WORDS - Instant text trumpifier	27	Experimental	15	JavaScript
19	FlyingFathead/PDF-translator-OpenAI-API Python-based PDF/plaintext translator framework for OpenAI API	26	Experimental	8	Python
20	zhangshaolei1998/Awesome-Simultaneous-Translation Paper list of simultaneous translation / streaming translation, including...	26	Experimental	578	—
21	DeepthiSudharsan/Img2Text-Translation-DL Text translation to English (both visual and text data)	26	Experimental	6	Jupyter Notebook
22	profdilley/thoth-translator THOTH Language Translator is a powerful, privacy-first, state-of-the art...	26	Experimental	2	Python
23	rennerdo30/pdf-translator PDF Translator: AI-powered PDF translation tool using OpenAI API and vision...	24	Experimental	1	Python
24	sidedwards/ai-file-translator AI-powered file translator using Anthropic's Claude model. Supports JSON,...	23	Experimental	4	Python
25	KiranAminPanjwani/AzureLinguaClock A robust conversational language understanding project leveraging Azure AI...	23	Experimental	4	Python
26	arsath-eng/arsath-eng-Gemma-model-En-Ta A lightweight and efficient English to Tamil translation model...	22	Experimental	2	Python
27	sciencewithsaucee-sudo/ShlokaAI 🕉️ ShlokaAI: An open-source web tool to analyze Sanskrit text and classify...	20	Experimental	1	HTML
28	Cr1ator/hunyuan-translator-gui 🌐 Local AI-powered translator with GUI using Hunyuan-MT models. Private,...	20	Experimental	3	Python
29	itsupera/audiobook_alignment Aligning a Japanese audio-book with its text and create Anki sentence cards...	20	Experimental	10	Python
30	RoyNativ-AI/Live-translate Real-time translation tool powered by AI. Translate text, speech, and...	19	Experimental	—	HTML
31	ShubhamGupta577/Text-Translation-Glasses In this project, we are aiming to build real-time text detection and...	18	Experimental	2	Jupyter Notebook
32	Dataket/Iknelia Nahuatl-Spanish translation app 🤗. Project proposal for the Google 2022...	18	Experimental	2	HTML
33	arya-io/LingoLens A Streamlit app for language translation and sentiment analysis powered by...	17	Experimental	1	Python
34	Andriamahay11master/MyTranslator This project is a AI tool translator using NLP techniques	17	Experimental	1	CSS
35	hideyuki001/unified-translation-os A language-agnostic Translation OS for multilingual reasoning, UI/UX...	15	Experimental	—	—
36	tarakeshwari-sn/Interpres Interpres is a python application designed using Tkinter and GoogleTrans for...	15	Experimental	—	Python
37	Manav-Khandurie/Lingua-Cloud-Sphere Lingua-Cloud-Sphere is a cloud-based NLP solutions that provide scalable and...	13	Experimental	—	JavaScript
38	sammmy047/Project_Viveka Multilingual Document Translation and Audio-Visual Presentation System which...	11	Experimental	3	Jupyter Notebook
39	hermilocap/MixtecoTraductor Aplicacion web de traduccion del idioma indigena mixteco	11	Experimental	—	—
40	dataiku/dss-plugin-nlp-amazon-translation Dataiku DSS plugin to use the Amazon Translate API	11	Experimental	—	Python
41	twaslowski/lingolift-core Lingolift supports you in learning a language by breaking down the syntax of...	11	Experimental	2	Python
42	bitnulleins/speech2process Tool to transform speech / text to BPMN process.	11	Experimental	4	Python
43	Projects-Developer/Diverse-Language-Translation-System Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper...	11	Experimental	—	—
44	HitogamiAG/daint Dummy AI Novel Translator	10	Experimental	2	Python
45	Cicatriiz/google-embedding-utcp-manual A UTCP manual for the Google Gemini embedding model, allowing any...	10	Experimental	1	—