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 111 nlp task libraries tools tracked. 2 score above 70 (verified tier). The highest-rated is textlint/textlint at 86/100 with 3,097 stars and 426,244 monthly downloads. 1 of the top 10 are actively maintained.

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#	Tool	Score	Tier	Stars	Language
1	textlint/textlint textlint is the pluggable linter for natural language text.	86	Verified	3,097	TypeScript
2	spencermountain/compromise modest natural-language processing	78	Verified	12,053	JavaScript
3	Planeshifter/text-miner text mining utilities for Node.js	49	Emerging	142	JavaScript
4	axa-group/nlp.js An NLP library for building bots, with entity extraction, sentiment...	46	Emerging	6,557	JavaScript
5	ChristianMurphy/classify-poetry recognize type poetry in a given text excerpt	45	Emerging	11	JavaScript
6	ckmtools/textlens Zero-dependency TypeScript text analysis and readability toolkit. 8...	42	Emerging	6	TypeScript
7	bent10/stophtml Extracts plain text from an HTML string. It's useful for Natural Language...	42	Emerging	2	TypeScript
8	aholstenson/ecolect-js Natural language handling for commands and intents	41	Emerging	28	TypeScript
9	bent10/stopmarkdown Extracts plain text from Markdown strings. It's useful for Natural Language...	40	Emerging	1	TypeScript
10	bent10/nomark Transform hypertext strings (e.g., HTML, Markdown) into plain text for...	40	Emerging	2	TypeScript
11	xga0/contraction_fix A fast and efficient library for fixing contractions in text	39	Emerging	7	Python
12	VisualText/vscode-nlp VS Code language extension for NLP++	39	Emerging	10	TypeScript
13	varunon9/sentence-type-classifier Classify English sentences into assertive, negative, interrogative,...	39	Emerging	20	JavaScript
14	duyet/nlp-board-labeling Dashboard for labeling NLP	39	Emerging	7	JavaScript
15	dmarman/lorca Natural Language Processing for Spanish in Node.js. Stemmer, sentiment...	38	Emerging	111	JavaScript
16	IBM/watson-document-classifier Augment IBM Watson Natural Language Understanding APIs with a configurable...	38	Emerging	46	Jupyter Notebook
17	IBM/extract-textual-insights-from-video Extract Textual insights from Video	38	Emerging	33	JavaScript
18	byteshiva/es6-tuts Playground - Experiments	36	Emerging	6	JavaScript
19	stdlib-js/nlp-expand-contractions Expand contractions.	35	Emerging	4	JavaScript
20	usmangurowa/text-categorizer A versatile utility for classifying and extracting metadata from various...	35	Emerging	3	TypeScript
21	dev-dami/Qirrel Qirrel is a sophisticated and extensible NLP library framework for text...	33	Emerging	1	TypeScript
22	devjerry0/sane-contractions A modern, actively maintained contractions library. Expands English...	32	Emerging	5	Python
23	CODAIT/nlp-editor Visual Editor for Natural Language Processing pipelines	31	Emerging	14	JavaScript
24	nschneid/unix-text-commands Unix Text Processing Command Reference	31	Emerging	87	—
25	azu/nlp-pattern-match Natural Language pattern matching library for JavaScript.	31	Emerging	20	TypeScript
26	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	31	Emerging	1	TypeScript
27	jpoehnelt/eleventy-plugin-related Plugin for related posts in Eleventy.	31	Emerging	7	TypeScript
28	victorqribeiro/hntitlenator Test your HN title against a neural network	31	Emerging	181	JavaScript
29	IBM-Cloud/code-engine-text-analysis Text Analysis with Code Engine, Cloud Object Storage and Natural Language...	30	Emerging	7	JavaScript
30	IBM/use-advanced-nlp-and-tone-analyser-to-analyse-speaker-insights Use Advanced NLP and Tone Analyser to extract textual insights	29	Experimental	13	JavaScript
31	ntedgi/NLP-HashTag-Parser split lower case twitter hash tags by word entropy 🤯	29	Experimental	9	JavaScript
32	keithweaver/ibm-watson-php-sdk PHP SDK for IBM Watson. Making easier to build Watson powered apps in PHP.	28	Experimental	7	PHP
33	unified-doc/unified-doc unified document APIs	28	Experimental	10	JavaScript
34	hailiang-wang/hanlp-client HanNLP Client for Node.js	27	Experimental	7	JavaScript
35	nemo/natural-synaptic Javascript Natural Language Classifier	27	Experimental	112	JavaScript
36	stdlib-js/nlp Standard library natural language processing.	26	Experimental	5	JavaScript
37	michael-spengler/nlp 🦕 Module for Natural Language Processing (NLP)	26	Experimental	11	TypeScript
38	esoui/lexicon Bot based on NLP.js.	25	Experimental	3	JavaScript
39	pagesjaunes/nlp-bo-ui-kit React Typescript components for Natural Language Processing backoffice	25	Experimental	5	TypeScript
40	hltcoe/concrete-js JavaScript library for working with Concrete, a data serialization format for NLP	25	Experimental	4	JavaScript
41	ousama221/zix 🔧 Build efficient applications with Zix, a minimal Zig framework designed...	25	Experimental	3	Zig
42	furkan7258/boat Moved to GitLab: https://gitlab.com/furkan5204/boat	25	Experimental	4	Svelte
43	sortedcord/coggle A lightweight, fully offline CLI tool for file processing, conversion,...	25	Experimental	4	Python
44	fhswf/tagflip-autonlp Automate NLP tasks	25	Experimental	3	TypeScript
45	bixbydevelopers/capsule-sample-earthquake-finder This capsule demonstrates how to use advanced natural language training	25	Experimental	1	JavaScript
46	victorshinya/custom-natural-language Analyze unstructured data using Natural Language Understanding and Knowledge Studio	24	Experimental	2	JavaScript
47	MaximilianoVeiga/amup 📖 A Node.js project for text processing, including tokenization,...	24	Experimental	1	TypeScript
48	Kylee7/Synaptic Synaptic is a groundbreaking decentralized protocol that empowers users to...	24	Experimental	—	TypeScript
49	spraakbanken/mink-frontend Språkbanken's data platform	24	Experimental	—	Vue
50	wearerobos/text-juicer Extract the "juice" out of your text :tropical_drink:	24	Experimental	6	JavaScript
51	unified-doc/unified-doc-react react wrapper for unified-doc	24	Experimental	3	JavaScript
52	unified-doc/unified-doc-dom DOM APIs for unified-doc	24	Experimental	3	JavaScript
53	johncmunson/kontractions A small javascript library for converting to and fro' contractions.	24	Experimental	3	JavaScript
54	Debiancc/bosonnlp.js Bosonnlp sdk for Nodejs, promises & query string are supported	24	Experimental	3	TypeScript
55	Saka7/word-kombat English words learning platform	23	Experimental	1	TypeScript
56	Thekiller1757/textalot 🖥️ Build efficient terminal applications with textalot, the nimble TUI...	23	Experimental	1	Nim
57	KaSakee/spacy-nlp-node A library that will expose the parse method of SpaCy to Node.js	23	Experimental	3	JavaScript
58	stephanos/subvoc Learn new words from movies	23	Experimental	20	JavaScript
59	digitalpalitools/web-ui Test application for Digital Pāli Tools project.	22	Experimental	1	TypeScript
60	cothema/nlp-api Natural language processing (NLP) tool backend (with REST API) in Node.js	22	Experimental	1	TypeScript
61	napsternxg/document-term-weighing A repository using react to demo different document term weighting methods	22	Experimental	1	JavaScript
62	stdlib-js/nlp-expand-acronyms Expand acronyms.	22	Experimental	4	JavaScript
63	plaguss/helpner :flashlight: Detect the content of CLI help messages	21	Experimental	1	Python
64	david-engelmann/DoccanoClient.jl Julia-based client for interacting with Doccano	21	Experimental	—	Julia
65	harrisonpim/simple :pencil2: write simply, by only using ten hundred simple words	21	Experimental	8	JavaScript
66	bobalazek/synaptic-simple-trainer A ready to go text classification trainer based on synaptic...	20	Experimental	19	JavaScript
67	moj-analytical-services/NLP-guidance Some thinking about Natural Language Processing	20	Experimental	6	JavaScript
68	eellak/gsoc2019-text-extraction GSoC 2019: Development of a Tool for Extracting Quantitative Text Profiles	20	Experimental	11	JavaScript
69	apache/incubator-nlpcraft-ui Management UI for Apache NLPCraft.	20	Experimental	5	TypeScript
70	julian776/nlu-basic Nlu recognizer of some params and return intent entity	19	Experimental	1	TypeScript
71	fiatjaf/pf a framework for turning written sentences into structured data with simple parsers.	19	Experimental	18	JavaScript
72	607011/redact Linguistically proven redactor with web UI	19	Experimental	—	HTML
73	newrelic/new-relic-language-linter Like Grammarly for people who write New Relic UI copy, but focused on...	19	Experimental	3	JavaScript
74	johnoseni1/NLP-video-player this is a natural language processing Speech recognition player, that used...	17	Experimental	5	HTML
75	parasdahal/redraft Great writing is hard to learn. Good writing is not. Write concise and...	17	Experimental	5	JavaScript
76	akosbalasko/obsidian-autotagger-plugin This plugin offers smart tags for notes by performing Named Entity...	16	Experimental	29	TypeScript
77	medelman17/socrates-api Socrates is a thin wrapper around an early-stage...	16	Experimental	14	TypeScript
78	recogito/tei-standoffconverter-js Convert between TEI/XML and plaintext without losing markup context.	16	Experimental	9	TypeScript
79	Sstron0/markdown-to-html Markdown to HTML Converter – Clean, Fast & Free Tool \| Convert Markdown to...	16	Experimental	—	TypeScript
80	TylerMommsen/text-target-ga Genetic Algorithm Evolving To Solve a Phrase	16	Experimental	3	JavaScript
81	ramgpal/TextAnalyzer Text Analyzer: A web-based tool for performing basic text analysis using...	16	Experimental	3	HTML
82	dachi-khelashvili/toy-document An NLP project that utilizes machine learning to analyze and classify text...	15	Experimental	6	TypeScript
83	sueszli/llmfetch xpath generation for web scraping	15	Experimental	—	TypeScript
84	chrisdevelops/nlap-typescript-library Natural Language Action Parser — a router-first TypeScript library for...	15	Experimental	—	TypeScript
85	EdenwareApps/Trias A fast and smart text classifier.	15	Experimental	—	JavaScript
86	chraphouse/text-tools-api Text analysis API: word count, readability (Flesch-Kincaid), keyword...	14	Experimental	—	JavaScript
87	krreet/node_concordance This is text analysis of ticket data in excel file	14	Experimental	1	JavaScript
88	EshaanAgg/Numbers-in-Text A dynamically updated research survey on representing numbers in Natural...	14	Experimental	3	JavaScript
89	Ankush-Chander/obsidian-smart-move-text Organize text/links in file without a hassle	13	Experimental	8	TypeScript
90	phenax/f-inator-3000 Convert a sentence into an f-ing great sentence.	13	Experimental	8	JavaScript
91	softmarshmallow/robbin 🔠 an open dictions platform (both students and developers are welcome!)	13	Experimental	8	Dart
92	slamby/slamby-api Slamby API under AGPL-3.0 license	13	Experimental	7	C#
93	1j01/ooplie 📜✍ Program in English	13	Experimental	11	JavaScript
94	fidelisrafael/esperanto-analyzer-react Front-end application for 'Esperanto Grammar Analyzer' built with React.js.	13	Experimental	8	JavaScript
95	lang-ai/docs API Docs	12	Experimental	3	JavaScript
96	iamh2o/gravity_well A tool to import text, markdown, and PDF files into Obsidian as new notes,...	12	Experimental	3	TypeScript
97	tunga-ml/tunga Tunga-Agile Text Analytics	12	Experimental	4	JavaScript
98	hcoz/sem-cli-server This is the server side of the semantic command line application	12	Experimental	3	JavaScript
99	moshetanzer/text-toolbox A high-performance TypeScript library for string similarity, distance...	11	Experimental	—	TypeScript
100	shefreenkaur/Obsidian_plugin A plugin that automatically analyzes note content to discover hidden...	11	Experimental	—	TypeScript
101	QUSD-ai/hypernym 🌱 Semantic compression engine - taxonomies that grow themselves through...	11	Experimental	—	TypeScript
102	qertis/YanPredictor YanPredictor	11	Experimental	—	TypeScript
103	cookieukw/vex-intent-classifier A lightweight NLU (Natural Language Understanding) intent classifier,...	11	Experimental	—	JavaScript
104	NCHU-NLP-Lab/lab-projects 🖥 System Demos by NCHU NLP Lab	11	Experimental	—	JavaScript
105	AnandChowdhary/train-natural 📜 Train Natural (Node.js NLP) classifiers with local text files	11	Experimental	—	TypeScript
106	lnhutnam/nlp-word-addin Final project of Introduction to Natural Language Processing.	11	Experimental	2	JavaScript
107	openSYSTEM4ALL/HTML2JSON An intelligent way to grab HTML content to JSON with natural language processing	11	Experimental	2	JavaScript
108	ammobinDOTca/ammobin-classifer used by api of https://ammobin.ca	11	Experimental	2	TypeScript
109	parblelabs/parble-javascript Parble Javascript SDK	10	Experimental	1	TypeScript
110	steventango/textanalyzer Text Analyzer analyzes word, hashtag, at, emoji, people, location, times,...	10	Experimental	1	JavaScript
111	DanielJohnBenton/Rime :toilet: A neural network for categorising a pair of words e.g. ["CAT",...	10	Experimental	1	JavaScript

Comparisons in this category

textlint and textlens (86 vs 42)