NLP Task Libraries NLP Tools

General-purpose NLP libraries and toolkits that bundle multiple text processing tasks (tokenization, POS tagging, sentiment analysis, entity recognition, etc.). Does NOT include single-task tools, contraction handlers, or specialized domain solutions like legal document analysis.

There are 109 nlp task libraries tools tracked. 2 score above 70 (verified tier). The highest-rated is spencermountain/compromise at 78/100 with 12,053 stars and 1,593,278 monthly downloads. 1 of the top 10 are actively maintained.

Get all 109 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	spencermountain/compromise modest natural-language processing	78	Verified	12,053	JavaScript
2	textlint/textlint textlint is the pluggable linter for natural language text.	77	Verified	3,097	TypeScript
3	ChristianMurphy/classify-poetry recognize type poetry in a given text excerpt	52	Established	11	JavaScript
4	Planeshifter/text-miner text mining utilities for Node.js	51	Established	142	JavaScript
5	aholstenson/ecolect-js Natural language handling for commands and intents	48	Emerging	28	TypeScript
6	axa-group/nlp.js An NLP library for building bots, with entity extraction, sentiment...	46	Emerging	6,557	JavaScript
7	varunon9/sentence-type-classifier Classify English sentences into assertive, negative, interrogative,...	46	Emerging	20	JavaScript
8	VisualText/vscode-nlp VS Code language extension for NLP++	46	Emerging	10	TypeScript
9	IBM/extract-textual-insights-from-video Extract Textual insights from Video	45	Emerging	33	JavaScript
10	dmarman/lorca Natural Language Processing for Spanish in Node.js. Stemmer, sentiment...	45	Emerging	111	JavaScript
11	IBM/watson-document-classifier Augment IBM Watson Natural Language Understanding APIs with a configurable...	45	Emerging	46	Jupyter Notebook
12	duyet/nlp-board-labeling Dashboard for labeling NLP	43	Emerging	7	JavaScript
13	stdlib-js/nlp-expand-contractions Expand contractions.	42	Emerging	4	JavaScript
14	xga0/contraction_fix A fast and efficient library for fixing contractions in text	40	Emerging	7	Python
15	usmangurowa/text-categorizer A versatile utility for classifying and extracting metadata from various...	40	Emerging	3	TypeScript
16	bent10/stophtml Extracts plain text from an HTML string. It's useful for Natural Language...	39	Emerging	2	TypeScript
17	nschneid/unix-text-commands Unix Text Processing Command Reference	38	Emerging	87	—
18	jpoehnelt/eleventy-plugin-related Plugin for related posts in Eleventy.	38	Emerging	7	TypeScript
19	victorqribeiro/hntitlenator Test your HN title against a neural network	38	Emerging	181	JavaScript
20	yuiseki/detect-categories-ja 日本語文字列のカテゴリを判定するnpmライブラリ	38	Emerging	1	TypeScript
21	azu/nlp-pattern-match Natural Language pattern matching library for JavaScript.	38	Emerging	20	TypeScript
22	CODAIT/nlp-editor Visual Editor for Natural Language Processing pipelines	38	Emerging	14	JavaScript
23	IBM-Cloud/code-engine-text-analysis Text Analysis with Code Engine, Cloud Object Storage and Natural Language...	37	Emerging	7	JavaScript
24	bent10/stopmarkdown Extracts plain text from Markdown strings. It's useful for Natural Language...	37	Emerging	1	TypeScript
25	bent10/nomark Transform hypertext strings (e.g., HTML, Markdown) into plain text for...	37	Emerging	2	TypeScript
26	ckmtools/textlens Zero-dependency TypeScript text analysis and readability toolkit. 8...	37	Emerging	6	TypeScript
27	ntedgi/NLP-HashTag-Parser split lower case twitter hash tags by word entropy 🤯	36	Emerging	9	JavaScript
28	IBM/use-advanced-nlp-and-tone-analyser-to-analyse-speaker-insights Use Advanced NLP and Tone Analyser to extract textual insights	36	Emerging	13	JavaScript
29	keithweaver/ibm-watson-php-sdk PHP SDK for IBM Watson. Making easier to build Watson powered apps in PHP.	35	Emerging	7	PHP
30	hailiang-wang/hanlp-client HanNLP Client for Node.js	34	Emerging	7	JavaScript
31	nemo/natural-synaptic Javascript Natural Language Classifier	34	Emerging	112	JavaScript
32	michael-spengler/nlp 🦕 Module for Natural Language Processing (NLP)	33	Emerging	11	TypeScript
33	dev-dami/Qirrel Qirrel is a sophisticated and extensible NLP library framework for text...	33	Emerging	1	TypeScript
34	devjerry0/sane-contractions A modern, actively maintained contractions library. Expands English...	32	Emerging	5	Python
35	esoui/lexicon Bot based on NLP.js.	32	Emerging	3	JavaScript
36	furkan7258/boat Moved to GitLab: https://gitlab.com/furkan5204/boat	32	Emerging	4	Svelte
37	fhswf/tagflip-autonlp Automate NLP tasks	32	Emerging	3	TypeScript
38	hltcoe/concrete-js JavaScript library for working with Concrete, a data serialization format for NLP	32	Emerging	4	JavaScript
39	pagesjaunes/nlp-bo-ui-kit React Typescript components for Natural Language Processing backoffice	32	Emerging	5	TypeScript
40	bixbydevelopers/capsule-sample-earthquake-finder This capsule demonstrates how to use advanced natural language training	32	Emerging	1	JavaScript
41	johncmunson/kontractions A small javascript library for converting to and fro' contractions.	32	Emerging	3	JavaScript
42	MaximilianoVeiga/amup 📖 A Node.js project for text processing, including tokenization,...	31	Emerging	1	TypeScript
43	Debiancc/bosonnlp.js Bosonnlp sdk for Nodejs, promises & query string are supported	31	Emerging	3	TypeScript
44	unified-doc/unified-doc-dom DOM APIs for unified-doc	31	Emerging	3	JavaScript
45	unified-doc/unified-doc unified document APIs	31	Emerging	10	JavaScript
46	victorshinya/custom-natural-language Analyze unstructured data using Natural Language Understanding and Knowledge Studio	31	Emerging	2	JavaScript
47	stephanos/subvoc Learn new words from movies	30	Emerging	20	JavaScript
48	unified-doc/unified-doc-react react wrapper for unified-doc	30	Emerging	3	JavaScript
49	stdlib-js/nlp Standard library natural language processing.	30	Emerging	5	JavaScript
50	Saka7/word-kombat English words learning platform	30	Emerging	1	TypeScript
51	wearerobos/text-juicer Extract the "juice" out of your text :tropical_drink:	29	Experimental	6	JavaScript
52	cothema/nlp-api Natural language processing (NLP) tool backend (with REST API) in Node.js	29	Experimental	1	TypeScript
53	napsternxg/document-term-weighing A repository using react to demo different document term weighting methods	29	Experimental	1	JavaScript
54	stdlib-js/nlp-expand-acronyms Expand acronyms.	29	Experimental	4	JavaScript
55	harrisonpim/simple :pencil2: write simply, by only using ten hundred simple words	28	Experimental	8	JavaScript
56	KaSakee/spacy-nlp-node A library that will expose the parse method of SpaCy to Node.js	28	Experimental	3	JavaScript
57	apache/incubator-nlpcraft-ui Management UI for Apache NLPCraft.	27	Experimental	5	TypeScript
58	bobalazek/synaptic-simple-trainer A ready to go text classification trainer based on synaptic...	27	Experimental	19	JavaScript
59	moj-analytical-services/NLP-guidance Some thinking about Natural Language Processing	27	Experimental	6	JavaScript
60	eellak/gsoc2019-text-extraction GSoC 2019: Development of a Tool for Extracting Quantitative Text Profiles	27	Experimental	11	JavaScript
61	julian776/nlu-basic Nlu recognizer of some params and return intent entity	26	Experimental	1	TypeScript
62	plaguss/helpner :flashlight: Detect the content of CLI help messages	26	Experimental	1	Python
63	fiatjaf/pf a framework for turning written sentences into structured data with simple parsers.	26	Experimental	18	JavaScript
64	newrelic/new-relic-language-linter Like Grammarly for people who write New Relic UI copy, but focused on...	26	Experimental	3	JavaScript
65	sortedcord/coggle A lightweight, fully offline CLI tool for file processing, conversion,...	25	Experimental	4	Python
66	johnoseni1/NLP-video-player this is a natural language processing Speech recognition player, that used...	24	Experimental	5	HTML
67	parasdahal/redraft Great writing is hard to learn. Good writing is not. Write concise and...	24	Experimental	5	JavaScript
68	spraakbanken/mink-frontend Språkbanken's data platform	24	Experimental	—	Vue
69	akosbalasko/obsidian-autotagger-plugin This plugin offers smart tags for notes by performing Named Entity...	23	Experimental	29	TypeScript
70	medelman17/socrates-api Socrates is a thin wrapper around an early-stage...	23	Experimental	14	TypeScript
71	TylerMommsen/text-target-ga Genetic Algorithm Evolving To Solve a Phrase	23	Experimental	3	JavaScript
72	ramgpal/TextAnalyzer Text Analyzer: A web-based tool for performing basic text analysis using...	23	Experimental	3	HTML
73	dachi-khelashvili/toy-document An NLP project that utilizes machine learning to analyze and classify text...	22	Experimental	6	TypeScript
74	recogito/tei-standoffconverter-js Convert between TEI/XML and plaintext without losing markup context.	22	Experimental	9	TypeScript
75	david-engelmann/DoccanoClient.jl Julia-based client for interacting with Doccano	21	Experimental	—	Julia
76	EshaanAgg/Numbers-in-Text A dynamically updated research survey on representing numbers in Natural...	21	Experimental	3	JavaScript
77	krreet/node_concordance This is text analysis of ticket data in excel file	21	Experimental	1	JavaScript
78	1j01/ooplie 📜✍ Program in English	20	Experimental	11	JavaScript
79	fidelisrafael/esperanto-analyzer-react Front-end application for 'Esperanto Grammar Analyzer' built with React.js.	20	Experimental	8	JavaScript
80	softmarshmallow/robbin 🔠 an open dictions platform (both students and developers are welcome!)	20	Experimental	8	Dart
81	Ankush-Chander/obsidian-smart-move-text Organize text/links in file without a hassle	20	Experimental	8	TypeScript
82	phenax/f-inator-3000 Convert a sentence into an f-ing great sentence.	20	Experimental	8	JavaScript
83	iamh2o/gravity_well A tool to import text, markdown, and PDF files into Obsidian as new notes,...	19	Experimental	3	TypeScript
84	hcoz/sem-cli-server This is the server side of the semantic command line application	19	Experimental	3	JavaScript
85	lang-ai/docs API Docs	19	Experimental	3	JavaScript
86	607011/redact Linguistically proven redactor with web UI	19	Experimental	—	HTML
87	tunga-ml/tunga Tunga-Agile Text Analytics	19	Experimental	4	JavaScript
88	ammobinDOTca/ammobin-classifer used by api of https://ammobin.ca	18	Experimental	2	TypeScript
89	openSYSTEM4ALL/HTML2JSON An intelligent way to grab HTML content to JSON with natural language processing	18	Experimental	2	JavaScript
90	lnhutnam/nlp-word-addin Final project of Introduction to Natural Language Processing.	18	Experimental	2	JavaScript
91	parblelabs/parble-javascript Parble Javascript SDK	17	Experimental	1	TypeScript
92	steventango/textanalyzer Text Analyzer analyzes word, hashtag, at, emoji, people, location, times,...	17	Experimental	1	JavaScript
93	DanielJohnBenton/Rime :toilet: A neural network for categorising a pair of words e.g. ["CAT",...	17	Experimental	1	JavaScript
94	chrisdevelops/nlap-typescript-library Natural Language Action Parser — a router-first TypeScript library for...	15	Experimental	—	TypeScript
95	sueszli/llmfetch xpath generation for web scraping	15	Experimental	—	TypeScript
96	chraphouse/text-tools-api Text analysis API: word count, readability (Flesch-Kincaid), keyword...	11	Experimental	—	JavaScript
97	qertis/YanPredictor YanPredictor	11	Experimental	—	TypeScript
98	jjyepez/z_nlp Some experiments using (AI) NLP with node.js	11	Experimental	3	JavaScript
99	cookieukw/vex-intent-classifier A lightweight NLU (Natural Language Understanding) intent classifier,...	11	Experimental	—	JavaScript
100	EdenwareApps/Trias A fast and smart text classifier.	11	Experimental	—	JavaScript
101	NCHU-NLP-Lab/lab-projects 🖥 System Demos by NCHU NLP Lab	11	Experimental	—	JavaScript
102	moshetanzer/text-toolbox A high-performance TypeScript library for string similarity, distance...	11	Experimental	—	TypeScript
103	sno-ai/url2mda A Cloudflare Worker service that converts web pages (URLs) into MAGI...	11	Experimental	2	TypeScript
104	shefreenkaur/Obsidian_plugin A plugin that automatically analyzes note content to discover hidden...	11	Experimental	—	TypeScript
105	QUSD-ai/hypernym 🌱 Semantic compression engine - taxonomies that grow themselves through...	11	Experimental	—	TypeScript
106	AnandChowdhary/train-natural 📜 Train Natural (Node.js NLP) classifiers with local text files	11	Experimental	—	TypeScript
107	Landaluce/MPTA Multi Purpose Text Analyzer	11	Experimental	3	JavaScript
108	moozhan/spatial-nlp This project is an attempt to create a spatial analysis tool using natural...	10	Experimental	2	JavaScript
109	ptts-easy/text-classification-analyser Sentence split, Text classfication, performanc analysis for NLP	10	Experimental	2	JavaScript