Arabic NLP Tools

Comprehensive NLP processing libraries, toolkits, and resources specifically for Arabic and Arabic dialects (including Modern Standard Arabic, Moroccan Darija, Tunisian Derja, Sudanese Arabic). Includes tokenization, POS tagging, stemming, diacritization, syntax analysis, and dialect-specific datasets. Does NOT include general multilingual NLP tools, non-Arabic language resources, or downstream applications (sentiment analysis, translation, etc.) unless Arabic processing is the primary focus.

There are 36 arabic nlp tools tracked. 2 score above 50 (established tier). The highest-rated is CAMeL-Lab/camel_tools at 67/100 with 538 stars.

Get all 36 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=arabic-nlp-tools&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	CAMeL-Lab/camel_tools A suite of Arabic natural language processing tools developed by the CAMeL...	67	Established	538	Python
2	PetrKorab/Arabica Python package for text mining of time-series data	54	Established	75	Python
3	markuskiller/textblob-de German language support for TextBlob.	48	Emerging	102	Python
4	MagedSaeed/farasapy A Python implementation of Farasa toolkit	46	Emerging	139	Python
5	adhaamehab/textblob-ar Arabic support for textblob	45	Emerging	86	Python
6	ARBML/tkseem Arabic Tokenization Library. It provides many tokenization algorithms.	44	Emerging	110	Jupyter Notebook
7	01walid/awesome-arabic A curated list of awesome projects and dev/design resources for supporting...	43	Emerging	543	—
8	AnwarCS/Sudanese-Arabic-LLM Building a Sudanese Arabic dataset and fine-tuning LLMs to improve...	42	Emerging	22	Python
9	CompLin/nheengatu Tools and resources for the computational processing of Nheengatu (Modern Tupi)	41	Emerging	13	Python
10	ARBML/tnkeeh Arabic cleaning, normalization and segmentation library.	38	Emerging	74	Python
11	Ruqyai/Ruqia-Library Python library used for Arabic NLP to process, prepare and clean the Arabic text	38	Emerging	16	Python
12	linuxscout/arabicnlptoolslist Arabic NLP tools List inventory	38	Emerging	90	—
13	Seen-Arabic/Arabic-Services بعض الخدمات البرمجية على نصوص اللغة العربية	37	Emerging	44	HTML
14	AsoSoft/AsoSoft-Library-py AsoSoft's Library for Kurdish language processing tasks in python	35	Emerging	16	Python
15	mohabmes/Arabycia Arabic NLP tool used to perform Text Search, POS tagging, Translation,...	33	Emerging	90	Python
16	sudaverse/sudaverse The Sudaverse ecosystem - Building Sudanese Arabic into the Heart of AI	29	Experimental	2	—
17	ARBML/nmatheg A simple strategy for training and finetuning NLP models for Arabic. Specify...	29	Experimental	21	Jupyter Notebook
18	bahaeddinmselmi/derja-smart-scraper A lightweight CLI tool for collecting Tunisian Derja text snippets from the...	28	Experimental	11	Python
19	OussamaBenSlama/safwaText safwaText is a Python package designed to clean, stem, and transform Arabic...	28	Experimental	4	Python
20	AliOsamaHassan/Quran-and-Arabic-Language-Repository Projects & Libraries related to Quran & Arabic Language	27	Experimental	36	—
21	gtoffoli/spacy-ar_core_news_md Unofficial Arabic language model for spaCy	27	Experimental	12	Python
22	iamjazzar/matn A shared space for Arabic text processors.	27	Experimental	2	Python
23	Rashidbm/pysarf Python-native Arabic morphology engine powered by NumPy — root extraction,...	23	Experimental	2	Python
24	SssiiiSssiii/ArabicTextCleaner Arabic Text Cleaner	23	Experimental	14	Python
25	sinaahmadi/ScriptNormalization Script Normalization for Unconventional Writing of Perso-Arabic scripts (ACL2023)	22	Experimental	2	PLSQL
26	MujtabaMohsin/Syntactic-Positioning-for-Short-Arabic-Sentences Irab Al-Ishraf (إعراب الأشراف) is a java application for syntactic...	22	Experimental	6	Java
27	jerbarnes/nordial NorDial is a project that aims to create resources and collect knowledge...	21	Experimental	9	Jupyter Notebook
28	ayzem88/syntactic-selector أداة متقدمة لتحليل التراكيب اللغوية العربية	20	Experimental	1	HTML
29	abjed/Arabic-NLP-resources 📚 This project holds an inventory of NLP resources for Arabic.	20	Experimental	7	—
30	gtoffoli/spacy-cameltokenizer Tokenizer extension for the Arabic language (MSA), integrating the...	20	Experimental	5	Python
31	Kwimoad/ToDarija Automatic translation application into Moroccan Darija. This project...	19	Experimental	—	JavaScript
32	wa3dbk/Barcha Open source NLP resources for the Tunisian arabic dialect.	19	Experimental	3	—
33	theRealProHacker/dmg An application that provides automatic transliteration to orientalists,...	17	Experimental	3	Python
34	sudaverse/sudaverse-normalizer Sudanese Arabic text normalization and cleaning toolkit	15	Experimental	—	Python
35	bahaeddinmselmi/tunisian-arabic-ai-dataset The largest open-source dataset for Tunisian Arabic (Derja) NLP, featuring...	14	Experimental	1	—
36	KhaledTofailieh/Location-Normalizer In This Notebook I've build a Machine-Learning model that normalize region...	11	Experimental	3	Jupyter Notebook