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 35 arabic nlp tools tracked. 1 score above 70 (verified tier). The highest-rated is CAMeL-Lab/camel_tools at 77/100 with 538 stars and 18,865 monthly downloads. 1 of the top 10 are actively maintained.

Get all 35 projects as JSON

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

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#	Tool	Score	Tier	Stars	Language
1	CAMeL-Lab/camel_tools A suite of Arabic natural language processing tools developed by the CAMeL...	77	Verified	538	Python
2	PetrKorab/Arabica Python package for text mining of time-series data	53	Established	75	Python
3	markuskiller/textblob-de German language support for TextBlob.	50	Established	102	Python
4	01walid/awesome-arabic A curated list of awesome projects and dev/design resources for supporting...	40	Emerging	543	—
5	MagedSaeed/farasapy A Python implementation of Farasa toolkit	39	Emerging	139	Python
6	adhaamehab/textblob-ar Arabic support for textblob	38	Emerging	86	Python
7	ARBML/tkseem Arabic Tokenization Library. It provides many tokenization algorithms.	37	Emerging	110	Jupyter Notebook
8	AnwarCS/Sudanese-Arabic-LLM Building a Sudanese Arabic dataset and fine-tuning LLMs to improve...	36	Emerging	22	Python
9	CompLin/nheengatu Tools and resources for the computational processing of Nheengatu (Modern Tupi)	34	Emerging	13	Python
10	Ruqyai/Ruqia-Library Python library used for Arabic NLP to process, prepare and clean the Arabic text	31	Emerging	16	Python
11	ARBML/tnkeeh Arabic cleaning, normalization and segmentation library.	31	Emerging	74	Python
12	linuxscout/arabicnlptoolslist Arabic NLP tools List inventory	31	Emerging	90	—
13	Seen-Arabic/Arabic-Services بعض الخدمات البرمجية على نصوص اللغة العربية	30	Emerging	44	HTML
14	AsoSoft/AsoSoft-Library-py AsoSoft's Library for Kurdish language processing tasks in python	28	Experimental	16	Python
15	mohabmes/Arabycia Arabic NLP tool used to perform Text Search, POS tagging, Translation,...	26	Experimental	90	Python
16	sudaverse/sudaverse The Sudaverse ecosystem - Building Sudanese Arabic into the Heart of AI	25	Experimental	2	—
17	OussamaBenSlama/safwaText safwaText is a Python package designed to clean, stem, and transform Arabic...	24	Experimental	4	Python
18	iamjazzar/matn A shared space for Arabic text processors.	24	Experimental	2	Python
19	bahaeddinmselmi/derja-smart-scraper A lightweight CLI tool for collecting Tunisian Derja text snippets from the...	24	Experimental	11	Python
20	ARBML/nmatheg A simple strategy for training and finetuning NLP models for Arabic. Specify...	22	Experimental	21	Jupyter Notebook
21	Rashidbm/pysarf Python-native Arabic morphology engine powered by NumPy — root extraction,...	21	Experimental	2	Python
22	gtoffoli/spacy-ar_core_news_md Unofficial Arabic language model for spaCy	20	Experimental	12	Python
23	AliOsamaHassan/Quran-and-Arabic-Language-Repository Projects & Libraries related to Quran & Arabic Language	20	Experimental	36	—
24	Kwimoad/ToDarija Automatic translation application into Moroccan Darija. This project...	19	Experimental	—	JavaScript
25	ayzem88/syntactic-selector أداة متقدمة لتحليل التراكيب اللغوية العربية	16	Experimental	1	HTML
26	SssiiiSssiii/ArabicTextCleaner Arabic Text Cleaner	16	Experimental	14	Python
27	MujtabaMohsin/Syntactic-Positioning-for-Short-Arabic-Sentences Irab Al-Ishraf (إعراب الأشراف) is a java application for syntactic...	15	Experimental	6	Java
28	sinaahmadi/ScriptNormalization Script Normalization for Unconventional Writing of Perso-Arabic scripts (ACL2023)	15	Experimental	2	PLSQL
29	sudaverse/sudaverse-normalizer Sudanese Arabic text normalization and cleaning toolkit	15	Experimental	—	Python
30	jerbarnes/nordial NorDial is a project that aims to create resources and collect knowledge...	14	Experimental	9	Jupyter Notebook
31	abjed/Arabic-NLP-resources 📚 This project holds an inventory of NLP resources for Arabic.	13	Experimental	7	—
32	gtoffoli/spacy-cameltokenizer Tokenizer extension for the Arabic language (MSA), integrating the...	13	Experimental	5	Python
33	bahaeddinmselmi/tunisian-arabic-ai-dataset The largest open-source dataset for Tunisian Arabic (Derja) NLP, featuring...	12	Experimental	1	—
34	wa3dbk/Barcha Open source NLP resources for the Tunisian arabic dialect.	12	Experimental	3	—
35	theRealProHacker/dmg An application that provides automatic transliteration to orientalists,...	10	Experimental	3	Python