The NLP Directory

Quality-scored directory of 13,598 nlp tools, updated daily. Every tool scored on maintenance, adoption, maturity, and community signals.

NLP tools process and analyse human language — text classification, named entity recognition, translation, summarisation, and more.

Verified

28

70–100

Established

612

50–69

Emerging

4,632

30–49

Experimental

8,326

10–29

Top tools by quality score

# Tool Score
1 PyThaiNLP/pythainlp

Thai natural language processing in Python

90
2 nltk/nltk

NLTK Source

87
3 explosion/spaCy

💫 Industrial-strength Natural Language Processing (NLP) in Python

82
4 chrismattmann/tika-python

Tika-Python is a Python binding to the Apache Tika™ REST services allowing...

81
5 sloria/TextBlob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech...

81
6 undertheseanlp/underthesea

Underthesea - Vietnamese NLP Toolkit

80
7 urchade/GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any...

79
8 google/sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

78
9 spencermountain/compromise

modest natural-language processing

78
10 textlint/textlint

textlint is the pluggable linter for natural language text.

77
11 deepdoctection/deepdoctection

A Repo For Document AI

76
12 acl-org/acl-anthology

Data and software for building the ACL Anthology.

76
13 quanteda/quanteda

An R package for the Quantitative Analysis of Textual Data

74
14 gunthercox/chatterbot-corpus

A multilingual dialog corpus

74
15 apache/opennlp

Apache OpenNLP

74
16 miso-belica/sumy

Module for automatic summarization of text documents and HTML pages.

73
17 NPC-Worldwide/npcpy

The python library for research and development in NLP, multimodal LLMs,...

73
18 EmilStenstrom/conllu

A CoNLL-U parser that takes a CoNLL-U formatted string and turns it into a...

73
19 flairNLP/fundus

A very simple news crawler with a funny name

72
20 google/langfun

OO for LLMs

72

Browse by category

Fake News Detection

206 tools

NLP Course Materials

205 tools

Financial News Sentiment

203 tools

Machine Translation Transformers

196 tools

Toxic Comment Detection

191 tools

NLP Project Collections

184 tools

Neural Architecture Text Classification

182 tools

Sentiment Analysis Classification

180 tools

Conversational AI Chatbots

179 tools

NER Domain Applications

175 tools

SMS Spam Detection

150 tools

Resume Matching Screening

144 tools

Nlp Learning Resources

140 tools

Java NLP Frameworks

137 tools

Rust NLP Bindings

127 tools

Twitter Sentiment Analysis

126 tools

BERT Text Classification

122 tools

NER Neural Architectures

122 tools

BERT Model Deployment

119 tools

LLM Evaluation Benchmarking

114 tools

Named Entity Recognition

114 tools

Summarization Web Applications

110 tools

NLP Task Libraries

109 tools

News Category Classification

109 tools

Topic Modeling Clustering

108 tools

Review Sentiment Classification

102 tools

NLP Dataset Collections

101 tools

Japanese Text Processing

97 tools

Text Emotion Recognition

97 tools

Text Alignment Systems

97 tools

Web Scraping NLP Pipelines

96 tools

Transformer-Based Summarization

93 tools

Movie Review Sentiment Analysis

92 tools

Lexical Semantic Resources

90 tools

NLP Learning Roadmaps

89 tools

Text Analysis Frameworks

86 tools

General NLP Toolkits

85 tools

Product Review Sentiment

84 tools

Knowledge Graph Construction

82 tools

Word Lookup Games

82 tools

Chatbot Frameworks

82 tools

Text Annotation Tools

81 tools

NLP Paper Repositories

80 tools

NLP Corpus Datasets

79 tools

Chinese NLP Toolkits

78 tools

Compositional Reasoning Embeddings

78 tools

Structured Data Inference

78 tools

Text Mining Fundamentals

77 tools

Content Based Recommendation Systems

76 tools

PyTorch NLP Templates

75 tools

Spell Checking Correction

74 tools

Question-Answering Systems

74 tools

Go NLP Libraries

74 tools

Relation Extraction

70 tools

Portuguese NLP Tools

70 tools

NLP Course Projects

69 tools

Morphological Analysis Tools

69 tools

NLP REST APIs

66 tools

Neural Text Generation

64 tools

Extractive Question Answering

64 tools

Document OCR Extraction

63 tools

Turkish NLP Tools

63 tools

Tokenization Algorithms

61 tools

.NET NLP Libraries

60 tools

Sentiment Analysis Multilingual

59 tools

Word Embedding Methods

59 tools

Clinical Note Analysis

57 tools

Image Captioning

57 tools

Word Stemming Stemmers

56 tools

Keyword Extraction

56 tools

Next Word Prediction

56 tools

Natural Language SQL Querying

54 tools

Twitter Sentiment Pipelines

54 tools

Advanced Summarization Methods

54 tools

Text Similarity Matching

53 tools

Reddit Sentiment Analysis

53 tools

Vietnamese NLP Tools

53 tools

Variational Autoencoders NLP

53 tools

Graph Neural Networks NLP

53 tools

Semantic Search Engines

51 tools

Traditional ML Text Classification

51 tools

Content Based Recommendation

51 tools

Korean Text Processing

50 tools

Text Network Analysis

50 tools

Knowledge Distillation Compression

50 tools

Text Classification

49 tools

Chinese Text Corpora

49 tools

Data Science Bootcamp Portfolios

48 tools

Question Generation

48 tools

Academic Course Projects

48 tools

Amazon Review Sentiment Analysis

48 tools

NER Tools and Frameworks

47 tools

Text Visualization Graphs

46 tools

Temporal Expression Parsing

46 tools

Hierarchical Text Classification

46 tools

Word2Vec Implementations

46 tools

Restaurant Ordering Chatbots

46 tools

Task-Oriented Dialogue Systems

45 tools

Text Preprocessing Pipelines

45 tools

Southeast Asian NLP Tools

45 tools

NLP Resource Directories

45 tools

Machine Translation Systems

45 tools

Mental Health Text Detection

45 tools

Agentic AI Orchestration

44 tools

Aspect Sentiment Extraction

44 tools

Part-of-Speech Tagging

44 tools

GPT2 Language Models

44 tools

Healthcare Chatbots

44 tools

Automated Answer Grading

44 tools

Adversarial NLP Robustness

43 tools

Language Identification

42 tools

Bias Measurement Evaluation

42 tools

Multilingual Morphosyntactic Tools

42 tools

Linguistic Datasets

42 tools

Automatic Term Extraction

41 tools

Legal Document Processing

41 tools

Virtual Assistants NLP

41 tools

AI Text Humanization

41 tools

YouTube Comment Analysis

41 tools

Disaster Tweet Classification

41 tools

Bert Model Frameworks

39 tools

spaCy NLP Framework

39 tools

Emotion Classification BERT

39 tools

Legal Case Classification

39 tools

Political Discourse Analysis

39 tools

Sarcasm Irony Detection

39 tools

FastText Serving Wrappers

38 tools

Information Extraction Systems

38 tools

HuggingFace Tutorials

38 tools

COVID-19 Text Mining

38 tools

Sentiment Analysis Applications

38 tools

Yelp Review Classification

38 tools

Nlp Learning Coursework

37 tools

Text Classification Nlp

37 tools

Semantic Parsing Logic

37 tools

YouTube Transcript Summarization

37 tools

Arabic NLP Tools

36 tools

Stopword Lists Datasets

36 tools

NLP Model Interpretability

36 tools

PII Detection Redaction

36 tools

Text Classification Transformers

36 tools

spaCy NLP Summarization

36 tools

Argument Mining Analysis

36 tools

Sentiment Analysis Dashboards

36 tools

Medical Abstract Segmentation

35 tools

AI Generated Text Detection

35 tools

Clinical Concept Linking

35 tools

Phishing Email Detection

35 tools

Sentiment Analysis Web Apps

35 tools

ML Learning Collections

35 tools

Nlp Algorithm Implementations

34 tools

Text Summarization Tools

34 tools

Deep Learning Fundamentals

34 tools

Academic Capstone Projects

34 tools

Extractive Text Summarization

33 tools

Data Augmentation NLP

33 tools

AI Learning Collections

33 tools

Uncategorized

33 tools

Text to Structured Data

33 tools

ChatGPT API Wrappers

33 tools

Dependency Parsing Tools

32 tools

Knowledge Graph Question Answering

32 tools

Academic Thesis NLP

32 tools

Music Lyrics Analysis

31 tools

NLP Specialization Coursework

31 tools

Model Fine-Tuning Methods

31 tools

Markov Chain Text Generation

30 tools

Quantum NLP Processing

29 tools

Poetry Generation

29 tools

Natural Language Task Scheduling

28 tools

Product Categorization

28 tools

Gender Prediction Classification

28 tools

Message Conversation Analytics

28 tools

Academic NLP Projects

28 tools

Election Sentiment Forecasting

28 tools

Memory Networks QA

27 tools

Character Level CNN

27 tools

Medical Entity Extraction

27 tools

Hospitality Review Sentiment

27 tools

Indonesian NLP Resources

26 tools

Entity Linking Disambiguation

26 tools

Stanford NLP Coursework

26 tools

Health App Development

26 tools

N-Gram Language Models

26 tools

Intent Classification

25 tools

Academic Paper Analysis

25 tools

Word Embedding Vectors

24 tools

Automatic Question Generation

23 tools

Text Analysis Visualization

23 tools

NLU Game Applications

23 tools

LLM Chatbot Interfaces

23 tools

Internship Project Portfolios

23 tools

Speech-To-Text Transcription

23 tools

Text Summarization Transformers

23 tools

Sentiment Analysis Web Tools

22 tools

Word Cloud Visualization

22 tools

Persian NLP Datasets

22 tools

Kaggle Competition Solutions

22 tools

Causal Inference NLP

22 tools

Information Retrieval Systems

22 tools

Restaurant Review Sentiment Analysis

22 tools

TF-IDF Text Analysis

21 tools

Retrieval-Augmented Generation

21 tools

Clinical Decision Support

21 tools

Question Pair Similarity

21 tools

Music Lyrics Generation

21 tools

Complaint Classification

21 tools

Media Bias Detection

21 tools

Word Sense Disambiguation

20 tools

CLIP Multimodal Search

20 tools

Plagiarism Detection

20 tools

Llm Learning Resources

20 tools

Job Market Analytics

20 tools

Grammatical Error Correction

20 tools

Multimodal Visual Grounding

20 tools

Naive Bayes Text Classification

20 tools

Arabic Text Normalization

19 tools

Natural Language Inference

19 tools

Natural Language Command Generation

19 tools

Hackathon NLP Solutions

19 tools

Cyberbullying Detection

19 tools

Legal Document Analysis

19 tools

Chinese Sentiment Analysis

18 tools

Rental Price Prediction

18 tools

Few-Shot Text Classification

17 tools

Text Tokenization Libraries

17 tools

Transformer Sentiment Analysis

17 tools

Sacred Text NLP

17 tools

iOS NLP Frameworks

17 tools

Document Data Extraction

16 tools

Text Classification Sentiment

16 tools

Ecommerce Product Recommendation

16 tools

Reading Comprehension Qa

16 tools

Text Classification APIs

16 tools

Hate Speech Detection

16 tools

Game Review Analysis

16 tools

Nlp Resource Collections

15 tools

Neural Machine Translation

15 tools

Text Clustering Topic Modeling

15 tools

Personal Blogs Portfolios

15 tools

Culinary Recommendation Systems

15 tools

Authorship Attribution

14 tools

Emoji Prediction Generation

14 tools

Coreference Resolution

14 tools

Hate Speech Content Moderation

14 tools

Text Style Transfer

14 tools

Emergency Message Classification

14 tools

Fact Checking Systems

13 tools

Spam Detection Ml

13 tools

Bert Model Implementations

12 tools

Speech Ai Coursework

12 tools

Chatbot Nlp Frameworks

12 tools

Bpe Tokenizers

12 tools

Financial Sentiment Analysis

12 tools

Fake Job Detection

12 tools

Shakespeare Style Text Generation

12 tools

AWS Comprehend Pipelines

12 tools

Text Authorship Analysis

11 tools

Nlp Education Courses

11 tools

Personality Type Classification

11 tools

Llm Domain Datasets

11 tools

Nlp Text Analysis

11 tools

Sentiment Analysis Non-English

11 tools

Research Paper Curation

10 tools

Stack Overflow Tag Prediction

10 tools

Airline Sentiment Analysis

10 tools

Document Intelligence Extraction

9 tools

Syntactic Parsing CFG

9 tools

Prompt Engineering Optimization

9 tools

Korean Language Models

9 tools

Sign Language Translation

9 tools

Llm Fine Tuning

9 tools

Model Evaluation Diagnostics

8 tools

Transformer Architecture Education

8 tools

Climate Change NLP

8 tools

Gpt Multilingual Training

8 tools

Graph Neural Networks

7 tools

Llm Thesis Research

7 tools

Naive Bayes Classifiers

7 tools

Evaluation Frameworks Metrics

7 tools

Text Emotion Classification

7 tools

Movie Review Sentiment

7 tools

Llm Fine Tuning Frameworks

7 tools

Resume Screening Matching

6 tools

Llm Frameworks Libraries

6 tools

Java Ml Implementations

6 tools

Text Translation Tools

6 tools

Emotion Detection Transformers

6 tools

Pii Redaction Anonymization

5 tools

Protein Design Llms

5 tools

Document Chunking

5 tools

Domain Specific Benchmarks

5 tools

Clinical Text Classification

5 tools

Cybersecurity Threat Detection

5 tools

Resume Job Matching

5 tools

Java Sentiment Analysis

5 tools

Instruction Tuning Datasets

5 tools

Semantic Textual Similarity

5 tools

Data Annotation Tools

5 tools

Llm Bias Evaluation

5 tools

Spam Detection Transformers

5 tools

Llm Data Labeling

4 tools

Llm Knowledge Graph Generation

4 tools

Llm Knowledge Editing

4 tools

Tokenization Libraries

4 tools

Clinical Llm Tools

4 tools

Go Ml Bindings

4 tools

Essay Scoring Grading

4 tools

Math Reasoning Datasets

4 tools

Code Model Training

4 tools

News Article Sentiment Analysis

4 tools

Word Embeddings Training

4 tools

Academic Thesis Repositories

4 tools

Llm Research Curation

3 tools

Natural Language Sql Builders

3 tools

Vision Language Models

3 tools

Few Shot Learning

3 tools

Healthcare Ai Applications

3 tools

Llm Scaling Architecture

3 tools

Topic Modeling Frameworks

3 tools

Ai Vulnerability Scanning

3 tools

Ctc Asr Implementations

3 tools

Synthetic Data Generation

3 tools

Ai Service Sdks

3 tools

Legal Case Prediction

3 tools

Speech Emotion Recognition

3 tools

Ai Stock Analysis

3 tools

Rlhf Alignment Training

3 tools

Conversational Ai Apps

3 tools

T5 Mt5 Fine Tuning

3 tools

TensorFlow Developer Certification

3 tools

Acute Symptom Checker

3 tools

Ai Content Detection

3 tools

Rust Onnx Runtime

3 tools

Dna Sequence Ml

2 tools

Legal Ai Assistants

2 tools

Chatgpt Api Tutorials

2 tools

Semantic Chunking

2 tools

Llm Implementation Tutorials

2 tools

Pretrained Embedding Models

2 tools

Rust Ml Libraries

2 tools

Chain Of Thought Reasoning

2 tools

Web Scraping Tools

2 tools

Attention Mechanism Implementations

2 tools

Parallel Corpus Datasets

2 tools

Ruby Llm Frameworks

2 tools

News Intelligence Rag

2 tools

Open Dataset Collections

2 tools

Multimodal Medical Assistants

2 tools

Pdf Qa Systems

2 tools

Llm Reasoning Research

2 tools

Chatgpt Practical Applications

2 tools

Tokenizer Libraries

2 tools

Lyric Generation Ai

2 tools

Ml Learning Resources

2 tools

Llm Interpretability Explainability

2 tools

Mixture Of Experts Llms

2 tools

Indic Language Translation

2 tools

Shakespeare Text Generation

2 tools

Academic Thesis Projects

2 tools

Blog Content Generation

2 tools

Semantic Search Retrieval

2 tools

Local Llm Integration

1 tools

News Aggregation Mcp

1 tools

Ai Investment Platforms

1 tools

Streamlit Ml Dashboards

1 tools

Rust Llm Infrastructure

1 tools

Academic Research Mcp

1 tools

Ml Inference Benchmarking

1 tools

Human Pose Estimation

1 tools

Rust Neural Networks

1 tools

Code Context Packaging

1 tools

Transformer Frameworks Wrappers

1 tools

Mixup Augmentation Frameworks

1 tools

Quantum Machine Learning

1 tools

Academic Paper Tools

1 tools

Variational Autoencoder Implementations

1 tools

Semantic Segmentation Models

1 tools

Ruby Gpt Integrations

1 tools

Telemedicine Consultation Platforms

1 tools

Document Qa Systems

1 tools

Csv Data Chat

1 tools

Cs224N Course Assignments

1 tools

Arxiv Paper Assistants

1 tools

Speech Translation Apps

1 tools

Covid 19 Prediction Ml

1 tools

Segment Anything Applications

1 tools

Automl Frameworks

1 tools

Rna Structure Learning

1 tools

Federated Learning Frameworks

1 tools

Turkish Ai Education Resources

1 tools

Peptide Property Prediction

1 tools

Ai Content Writing

1 tools

Academic Research Rag

1 tools

Text Normalization Engines

1 tools

Word Puzzle Solvers

1 tools

Llm Guided Fuzzing

1 tools

Voice Ai Learning Collections

1 tools

Embedding Api Servers

1 tools

Ai Test Automation

1 tools

Self Supervised Learning

1 tools

Ai Red Teaming

1 tools

Geospatial Ml Tools

1 tools

Ollama Chat Interfaces

1 tools

Causal Inference Ml

1 tools

Speech Corpora Datasets

1 tools

Explainability Interpretability Frameworks

1 tools

Prompt Engineering Techniques

1 tools

Youtube Comment Sentiment

1 tools

Handwritten Text Recognition

1 tools

Ai Content Generation

1 tools

Swift Ml Frameworks

1 tools

Text To Image Wrappers

1 tools

Speech Recognition Apis

1 tools

File Content Extraction

1 tools

Vision Transformer Optimization

1 tools

Backdoor Attack Defenses

1 tools

Persian Speech Ai

1 tools

Image Caption Generation

1 tools

Sagemaker Ml Platforms

1 tools

Wake Word Detection

1 tools

Black Box Optimization

1 tools

Movie Revenue Prediction

1 tools

Local Rag Frameworks

1 tools

Pdf Document Processing

1 tools

Rust Mcp Frameworks

1 tools

Personality Trait Prediction

1 tools

Ai Document Summarization

1 tools

Hackathon Submission Projects

1 tools

Protein Language Models

1 tools

Ai Projects Collections

1 tools

Support Ticket Automation

1 tools

Ios Speech Frameworks

1 tools

Llm Recommendation Systems

1 tools

Gpt Implementation Tutorials

1 tools

Rag Pipeline Optimization

1 tools

Meeting Transcription Summarizers

1 tools

Ml Benchmarking Frameworks

1 tools

Resume Screening Ai

1 tools

Task Management Mcp

1 tools

Gpt Model Fine Tuning

1 tools

Therapeutic Chatbot Applications

1 tools

Embedding Evaluation Benchmarks

1 tools

Vision Transformer Classification

1 tools

Llm Evaluation Platforms

1 tools

Autonomous Trading Agents

1 tools

Prolog Logic Programming

1 tools

Ml Api Deployment

1 tools

Content To Markdown

1 tools

Transformer Architecture Tutorials

1 tools

Nlp Fundamentals Tutorials

1 tools

Llm Data Visualization

1 tools

Generative Ai Platforms

1 tools

Bias Detection Transformers

1 tools

Text Authenticity Detection

1 tools

Organization Websites

1 tools

Gemini Python Integrations

1 tools

Chemical Property Ml

1 tools

Langchain Application Development

1 tools

Azure Ai Certifications

1 tools

Agentic Ai Education

1 tools

Prompt Engineering Courses

1 tools

Protein Transformers Ml

1 tools

Text Scanning Ocr

1 tools

Automatic Speech Recognition

1 tools

Graph Language Models

1 tools

Huggingface Learning Resources

1 tools

Langchain Integration Patterns

1 tools

Voice Assistant Applications

1 tools

Cs231N Course Assignments

1 tools

Github Pr Automation

1 tools

Ocr Document Extraction

1 tools

Mental Health Risk Detection

1 tools

Langchain Learning Fundamentals

1 tools

Generative Ai Education

1 tools

Ai Coursework Collections

1 tools

Vector Embedding Storage

1 tools

Mistral Ai Tools

1 tools

Healthcare Ai Diagnostics

1 tools

Gemini Prompt Workbenches

1 tools