All NLP Tools

13,598 tools ranked by quality score

Showing 1–100 of 13,598

#	Tool	Score	Tier	Category	Stars	Language
1	PyThaiNLP/pythainlp Thai natural language processing in Python	90	Verified	chinese-nlp-toolkits	1,117	Python
2	nltk/nltk NLTK Source	87	Verified	nlp-learning-resources	14,545	Python
3	explosion/spaCy 💫 Industrial-strength Natural Language Processing (NLP) in Python	82	Verified	nlp-learning-resources	33,318	Python
4	chrismattmann/tika-python Tika-Python is a Python binding to the Apache Tika™ REST services allowing...	81	Verified	general-nlp-toolkits	1,651	Python
5	sloria/TextBlob Simple, Pythonic, text processing--Sentiment analysis, part-of-speech...	81	Verified	general-nlp-toolkits	9,515	Python
6	undertheseanlp/underthesea Underthesea - Vietnamese NLP Toolkit	80	Verified	nlp-learning-resources	1,688	Python
7	urchade/GLiNER Generalist and Lightweight Model for Named Entity Recognition (Extract any...	79	Verified	text-classification	2,909	Python
8	google/sentencepiece Unsupervised text tokenizer for Neural Network-based text generation.	78	Verified	tokenization-algorithms	11,697	C++
9	spencermountain/compromise modest natural-language processing	78	Verified	nlp-task-libraries	12,053	JavaScript
10	textlint/textlint textlint is the pluggable linter for natural language text.	77	Verified	nlp-task-libraries	3,097	TypeScript
11	deepdoctection/deepdoctection A Repo For Document AI	76	Verified	document-ocr-extraction	3,147	Python
12	acl-org/acl-anthology Data and software for building the ACL Anthology.	76	Verified	nlp-dataset-collections	693	Python
13	quanteda/quanteda An R package for the Quantitative Analysis of Textual Data	74	Verified	text-analysis-frameworks	877	R
14	gunthercox/chatterbot-corpus A multilingual dialog corpus	74	Verified	task-oriented-dialogue-systems	1,411	Python
15	apache/opennlp Apache OpenNLP	74	Verified	java-nlp-frameworks	1,586	Java
16	miso-belica/sumy Module for automatic summarization of text documents and HTML pages.	73	Verified	extractive-text-summarization	3,665	Python
17	NPC-Worldwide/npcpy The python library for research and development in NLP, multimodal LLMs,...	73	Verified	local-llm-integration	1,228	Python
18	EmilStenstrom/conllu A CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a...	73	Verified	japanese-text-processing	320	Python
19	flairNLP/fundus A very simple news crawler with a funny name	72	Verified	web-scraping-nlp-pipelines	443	Python
20	google/langfun OO for LLMs	72	Verified	llm-evaluation-benchmarking	900	Python
21	jxmorris12/language_tool_python a free python grammar checker 📝✅	71	Verified	spell-checking-correction	512	Python
22	isaacus-dev/semchunk A fast, lightweight and easy-to-use Python library for splitting text into...	71	Verified	lexical-semantic-resources	588	Python
23	stanfordnlp/stanza Stanford NLP Python library for tokenization, sentence segmentation, NER,...	71	Verified	nlp-learning-resources	7,736	Python
24	languagetool-org/languagetool Style and Grammar Checker for 25+ Languages	71	Verified	spell-checking-correction	14,182	Java
25	malaysia-ai/malaya Natural Language Toolkit for Malaysian language, https://malaya.readthedocs.io/	71	Verified	indonesian-nlp-resources	521	Jupyter Notebook
26	hyperquest-hq/hyperbase A foundational library for Semantic Hypergraphs	70	Verified	knowledge-graph-construction	635	Python
27	cltk/cltk The Classical Language Toolkit	70	Verified	general-nlp-toolkits	898	Python
28	hellohaptik/chatbot_ner chatbot_ner: Named Entity Recognition for chatbots.	70	Verified	ner-domain-applications	330	Python
29	JoeanAmier/XHS-Downloader 小红书（XiaoHongShu、RedNote）链接提取/作品采集工具：提取账号发布、收藏、点赞、专辑作品链接；提取搜索结果作品、用户链接；采集小红书作品...	69	Established	news-aggregation-mcp	10,334	Python
30	unitaryai/detoxify Trained models & code to predict toxic comments on all 3 Jigsaw Toxic...	69	Established	toxic-comment-detection	1,202	Python
31	lovit/soynlp 한국어 자연어처리를 위한 파이썬 라이브러리입니다. 단어 추출/ 토크나이저 / 품사판별/ 전처리의 기능을 제공합니다.	69	Established	korean-text-processing	984	Python
32	davidsbatista/BREDS "Bootstrapping Relationship Extractors with Distributional Semantics"...	69	Established	relation-extraction	142	Python
33	DerwenAI/pytextrank Python implementation of TextRank algorithms ("textgraphs") for phrase extraction	69	Established	bert-model-frameworks	2,210	Python
34	google/langextract A Python library for extracting structured information from unstructured...	69	Established	document-data-extraction	34,668	Python
35	PyThaiNLP/nlpo3 Thai natural language processing library in Rust, with Python and Node bindings.	69	Established	rust-nlp-bindings	42	Rust
36	hunspell/hunspell The most popular spellchecking library.	69	Established	spell-checking-correction	2,463	C++
37	robocorp/rpaframework Collection of open-source libraries and tools for Robotic Process Automation...	69	Established	agentic-ai-orchestration	1,480	Python
38	chatopera/Synonyms :herb: 中文近义词：聊天机器人，智能问答工具包	69	Established	lexical-semantic-resources	5,104	Python
39	deanmalmgren/textract extract text from any document. no muss. no fuss.	68	Established	document-ocr-extraction	4,482	HTML
40	hplt-project/sacremoses Python port of Moses tokenizer, truecaser and normalizer	68	Established	word-stemming-stemmers	495	Python
41	dkpro/dkpro-cassis UIMA CAS processing library written in Python	68	Established	spacy-nlp-framework	91	Python
42	flairNLP/flair A very simple framework for state-of-the-art Natural Language Processing (NLP)	68	Established	nlp-learning-resources	14,355	Python
43	CUNY-CL/wikipron Massively multilingual pronunciation mining	68	Established	lexical-semantic-resources	363	Python
44	estnltk/estnltk Open source tools for Estonian natural language processing	67	Established	nlp-course-materials	121	Jupyter Notebook
45	ziqizhang/jate JATE - Just Automatic Term Extraction (in Python)	67	Established	automatic-term-extraction	84	Python
46	bab2min/kiwipiepy Python API for Kiwi	67	Established	korean-text-processing	363	Python
47	discopy/discopy The Python toolkit for computing with string diagrams.	67	Established	legal-document-processing	406	Python
48	grobidOrg/grobid A machine learning software for extracting information from scholarly documents	67	Established	model-evaluation-diagnostics	4,703	Java
49	CAMeL-Lab/camel_tools A suite of Arabic natural language processing tools developed by the CAMeL...	67	Established	arabic-nlp-tools	538	Python
50	MIND-Lab/OCTIS OCTIS: Comparing Topic Models is Simple! A python package to optimize and...	67	Established	topic-modeling-clustering	799	Python
51	hankcs/HanLP Natural Language Processing for the next decade. Tokenization,...	67	Established	chinese-nlp-toolkits	36,209	Python
52	forzagreen/n2words Convert numerical numbers to written numbers, in 52+ languages.	67	Established	rust-nlp-bindings	107	JavaScript
53	aphp/edsnlp Modular, fast NLP framework, compatible with Pytorch and spaCy, offering...	66	Established	nlp-learning-resources	156	Python
54	kenlimmj/rouge A Javascript implementation of the Recall-Oriented Understudy for Gisting...	66	Established	transformer-based-summarization	44	JavaScript
55	OpenPecha/Botok 🏷 བོད་ཏོག [pʰøtɔk̚] Tibetan word tokenizer in Python	66	Established	japanese-text-processing	78	Python
56	Helsinki-NLP/OpusFilter OpusFilter - Parallel corpus processing toolkit	65	Established	nlp-corpus-datasets	115	Python
57	jacksonllee/pylangacq Language Acquisition Research Tools	65	Established	lexical-semantic-resources	44	Python
58	NatLibFi/Annif Annif is a multi-algorithm automated subject indexing tool for libraries,...	65	Established	text-visualization-graphs	253	Python
59	MAIF/melusine 📧 Melusine: Use python to automatize your email processing workflow	65	Established	sms-spam-detection	363	Python
60	polyrabbit/WeCron :heavy_check_mark: 微信上的定时提醒 - Cron on WeChat	65	Established	natural-language-task-scheduling	689	JavaScript
61	goodmami/wn A modern, interlingual wordnet interface for Python	65	Established	lexical-semantic-resources	290	Python
62	winkjs/wink-nlp Developer friendly Natural Language Processing ✨	65	Established	word-lookup-games	1,356	JavaScript
63	bab2min/Kiwi Kiwi(지능형 한국어 형태소 분석기)	65	Established	korean-text-processing	688	C++
64	Alir3z4/python-stop-words Get list of common stop words in various languages in Python	65	Established	stopword-lists-datasets	159	Python
65	allenai/scispacy A full spaCy pipeline and models for scientific/biomedical documents.	64	Established	general-nlp-toolkits	1,934	Python
66	ryanjgallagher/shifterator Interpretable data visualizations for understanding how texts differ at the...	64	Established	text-network-analysis	287	Python
67	rmovva/HypotheSAEs HypotheSAEs: hypothesizing interpretable relationships in text datasets...	64	Established	nlp-model-interpretability	77	Jupyter Notebook
68	dsfsi/textaugment TextAugment: Text Augmentation Library	64	Established	data-augmentation-nlp	433	Python
69	facebookresearch/stopes A library for preparing data for machine translation research (monolingual...	64	Established	word-embedding-vectors	297	Python
70	anoopkunchukuttan/indic_nlp_library Resources and tools for Indian language Natural Language Processing	64	Established	nlp-dataset-collections	630	Python
71	adbar/htmldate Fast and robust date extraction from web pages, with Python or on the command-line	64	Established	temporal-expression-parsing	146	Python
72	jacksonllee/pycantonese Cantonese Linguistics and NLP	64	Established	chinese-nlp-toolkits	400	Python
73	huggingface/setfit Efficient few-shot learning with Sentence Transformers	64	Established	few-shot-text-classification	2,699	Jupyter Notebook
74	chatopera/efaqa-corpus-zh ❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库	64	Established	text-emotion-recognition	742	Python
75	wooorm/franc Natural language detection	63	Established	dotnet-nlp-libraries	4,381	JavaScript
76	GaoQ1/rasa_nlu_gq turn natural language into structured data(支持中文，自定义了N种模型，支持不同的场景和任务)	63	Established	nlp-course-projects	303	Python
77	gunthercox/mathparse A Python library for evaluating natural language mathematical equations	63	Established	nlp-rest-apis	53	Python
78	DataFog/datafog-python Python SDK for PII detection and redaction in text and images, combining...	63	Established	pii-detection-redaction	48	Python
79	angelosalatino/cso-classifier Python library that classifies content from scientific papers with the...	63	Established	news-category-classification	95	Python
80	ChenghaoMou/text-dedup All-in-one text de-duplication	63	Established	fasttext-serving-wrappers	746	Python
81	Ayanami0730/deep_research_bench DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents	63	Established	nlp-paper-repositories	637	Python
82	JohnSnowLabs/spark-nlp State of the Art Natural Language Processing	63	Established	nlp-learning-coursework	4,116	Scala
83	HIT-SCIR/ltp Language Technology Platform	63	Established	nlp-learning-resources	5,239	Python
84	vmenger/deduce Deduce: de-identification method for Dutch medical text	63	Established	pii-detection-redaction	64	Python
85	i-dot-ai/themefinder A topic modelling Python package for analysing one-to-many question-answer data.	63	Established	topic-modeling-clustering	87	Python
86	laugustyniak/awesome-sentiment-analysis Repository with all what is necessary for sentiment analysis and related areas	62	Established	sentiment-analysis-multilingual	546	—
87	NateScarlet/holiday-cn 📅🇨🇳中国法定节假日数据自动每日抓取国务院公告	62	Established	chinese-text-corpora	1,864	Python
88	maximtrp/bitermplus Biterm Topic Model (BTM): modeling topics in short texts	62	Established	text-authorship-analysis	84	Python
89	MantisAI/nervaluate Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13	62	Established	ner-tools-and-frameworks	206	Python
90	segment-any-text/wtpsplit Toolkit to segment text into sentences or other semantic units in a robust,...	62	Established	nlp-learning-resources	1,255	Python
91	vi3k6i5/flashtext Extract Keywords from sentence or Replace keywords in sentences.	62	Established	keyword-extraction	5,706	Python
92	dongrixinyu/JioNLP 中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package...	62	Established	chinese-nlp-toolkits	3,802	Python
93	greyblake/whatlang-rs Natural language detection library for Rust. Try demo online: https://whatlang.org/	62	Established	rust-nlp-bindings	1,062	Rust
94	titipata/pubmed_parser :clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset	62	Established	medical-abstract-segmentation	727	Python
95	loretoparisi/fasttext.js FastText for Node.js	62	Established	fasttext-serving-wrappers	201	JavaScript
96	guillaume-be/rust-tokenizers Rust-tokenizer offers high-performance tokenizers for modern language...	61	Established	text-tokenization-libraries	336	Rust
97	chakki-works/seqeval A Python framework for sequence labeling evaluation(named-entity...	61	Established	named-entity-recognition	1,177	Python
98	fhamborg/news-please news-please - an integrated web crawler and information extractor for news...	61	Established	web-scraping-nlp-pipelines	2,402	Python
99	wikimedia/sentencex A sentence segmentation library with wide language support optimized for...	61	Established	rust-nlp-bindings	115	Rust
100	Tiiiger/bert_score BERT score for text generation	61	Established	bert-model-frameworks	1,880	Jupyter Notebook

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