The NLP Directory
Quality-scored directory of 11,856 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.
43
70–100
332
50–69
2,560
30–49
8,921
10–29
Top tools by quality score
| # | Tool | Score |
|---|---|---|
| 1 |
explosion/spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python |
|
| 2 |
PyThaiNLP/pythainlp
Thai natural language processing in Python |
|
| 3 |
urchade/GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any... |
|
| 4 |
sloria/TextBlob
Simple, Pythonic, text processing--Sentiment analysis, part-of-speech... |
|
| 5 |
nltk/nltk
NLTK Source |
|
| 6 |
chrismattmann/tika-python
Tika-Python is a Python binding to the Apache Tika™ REST services allowing... |
|
| 7 |
textlint/textlint
textlint is the pluggable linter for natural language text. |
|
| 8 |
deepdoctection/deepdoctection
A Repo For Document AI |
|
| 9 |
stanfordnlp/stanza
Stanford NLP Python library for tokenization, sentence segmentation, NER,... |
|
| 10 |
google/sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation. |
|
| 11 |
miso-belica/sumy
Module for automatic summarization of text documents and HTML pages. |
|
| 12 |
robocorp/rpaframework
Collection of open-source libraries and tools for Robotic Process Automation... |
|
| 13 |
google/langextract
A Python library for extracting structured information from unstructured... |
|
| 14 |
flairNLP/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP) |
|
| 15 |
deanmalmgren/textract
extract text from any document. no muss. no fuss. |
|
| 16 |
spencermountain/compromise
modest natural-language processing |
|
| 17 |
jxmorris12/language_tool_python
a free python grammar checker 📝✅ |
|
| 18 |
hankcs/HanLP
Natural Language Processing for the next decade. Tokenization,... |
|
| 19 |
CAMeL-Lab/camel_tools
A suite of Arabic natural language processing tools developed by the CAMeL... |
|
| 20 |
NPC-Worldwide/npcpy
The python library for research and development in NLP, multimodal LLMs,... |
|
Browse by category
Financial News Sentiment
187 tools
NLP Course Materials
166 tools
Machine Translation Transformers
166 tools
Neural Architecture Text Classification
165 tools
NER Domain Applications
157 tools
Fake News Detection
157 tools
NLP Project Collections
156 tools
Toxic Comment Detection
154 tools
Conversational AI Chatbots
150 tools
Resume Matching Screening
143 tools
Rust NLP Bindings
139 tools
Sentiment Analysis Classification
134 tools
Java NLP Frameworks
131 tools
LLM Evaluation Benchmarking
120 tools
Chatbot Frameworks
117 tools
SMS Spam Detection
112 tools
NLP Task Libraries
111 tools
NER Neural Architectures
111 tools
BERT Model Deployment
109 tools
BERT Text Classification
100 tools
Topic Modeling Clustering
98 tools
Japanese Text Processing
96 tools
NLP Dataset Collections
93 tools
Twitter Sentiment Analysis
93 tools
Summarization Web Applications
93 tools
Nlp Learning Resources
90 tools
News Category Classification
90 tools
Text Alignment Systems
86 tools
Text Emotion Recognition
84 tools
Lexical Semantic Resources
83 tools
Word Lookup Games
83 tools
Data Science Bootcamp Portfolios
82 tools
Text Analysis Frameworks
80 tools
Web Scraping NLP Pipelines
79 tools
NLP Learning Roadmaps
79 tools
General NLP Toolkits
78 tools
Transformer-Based Summarization
78 tools
Knowledge Graph Construction
78 tools
Text Annotation Tools
77 tools
NLP Paper Repositories
77 tools
Go NLP Libraries
77 tools
NLP Corpus Datasets
74 tools
AI Text Humanization
74 tools
Structured Data Inference
74 tools
Movie Review Sentiment Analysis
74 tools
Chinese NLP Toolkits
73 tools
Agentic AI Orchestration
73 tools
Compositional Reasoning Embeddings
73 tools
PyTorch NLP Templates
71 tools
Virtual Assistants NLP
71 tools
Spell Checking Correction
68 tools
Morphological Analysis Tools
68 tools
Portuguese NLP Tools
68 tools
Content Based Recommendation Systems
67 tools
Question-Answering Systems
65 tools
Text Mining Fundamentals
65 tools
Natural Language SQL Querying
64 tools
Relation Extraction
63 tools
NLP Course Projects
61 tools
NLP REST APIs
60 tools
.NET NLP Libraries
60 tools
Product Review Sentiment
60 tools
Turkish NLP Tools
59 tools
Word Embedding Methods
58 tools
Document OCR Extraction
57 tools
Tokenization Algorithms
57 tools
Semantic Search Engines
56 tools
Restaurant Ordering Chatbots
56 tools
ML Learning Collections
54 tools
Word Stemming Stemmers
53 tools
Text Visualization Graphs
53 tools
Named Entity Recognition
53 tools
Machine Translation Systems
53 tools
Healthcare Chatbots
53 tools
Extractive Question Answering
52 tools
Deep Learning Fundamentals
52 tools
ChatGPT API Wrappers
52 tools
Clinical Note Analysis
51 tools
Keyword Extraction
50 tools
Vietnamese NLP Tools
50 tools
AI Learning Collections
50 tools
Variational Autoencoders NLP
50 tools
Content Based Recommendation
50 tools
Text Similarity Matching
49 tools
Korean Text Processing
48 tools
Chinese Text Corpora
48 tools
Neural Text Generation
48 tools
Sentiment Analysis Multilingual
47 tools
Image Captioning
47 tools
Temporal Expression Parsing
46 tools
Advanced Summarization Methods
46 tools
Graph Neural Networks NLP
46 tools
Twitter Sentiment Pipelines
45 tools
NER Tools and Frameworks
45 tools
Text Preprocessing Pipelines
45 tools
Reddit Sentiment Analysis
45 tools
Question Generation
45 tools
Text Network Analysis
44 tools
Traditional ML Text Classification
44 tools
Automated Answer Grading
44 tools
Amazon Review Sentiment Analysis
44 tools
Task-Oriented Dialogue Systems
43 tools
GPT2 Language Models
43 tools
Word2Vec Implementations
43 tools
Natural Language Task Scheduling
42 tools
NLP Resource Directories
42 tools
Multilingual Morphosyntactic Tools
42 tools
YouTube Transcript Summarization
42 tools
PII Detection Redaction
41 tools
Hierarchical Text Classification
41 tools
Knowledge Distillation Compression
41 tools
Southeast Asian NLP Tools
40 tools
Mental Health Text Detection
40 tools
Legal Document Processing
39 tools
Automatic Term Extraction
39 tools
Adversarial NLP Robustness
39 tools
Semantic Parsing Logic
39 tools
Academic Course Projects
39 tools
spaCy NLP Framework
38 tools
FastText Serving Wrappers
38 tools
Aspect Sentiment Extraction
38 tools
Language Identification
38 tools
Next Word Prediction
38 tools
Part-of-Speech Tagging
37 tools
Bias Measurement Evaluation
37 tools
Information Extraction Systems
36 tools
HuggingFace Tutorials
36 tools
Legal Case Classification
36 tools
LLM Chatbot Interfaces
36 tools
Arabic NLP Tools
35 tools
Stopword Lists Datasets
34 tools
Speech-To-Text Transcription
34 tools
Text to Structured Data
34 tools
Clinical Concept Linking
33 tools
AI Generated Text Detection
33 tools
Academic Paper Analysis
33 tools
Sarcasm Irony Detection
33 tools
Argument Mining Analysis
33 tools
Sentiment Analysis Web Apps
33 tools
Emotion Classification BERT
32 tools
YouTube Comment Analysis
32 tools
COVID-19 Text Mining
32 tools
Knowledge Graph Question Answering
32 tools
Dependency Parsing Tools
31 tools
Bert Model Frameworks
31 tools
Medical Abstract Segmentation
31 tools
Retrieval-Augmented Generation
31 tools
Phishing Email Detection
31 tools
Natural Language Command Generation
31 tools
Extractive Text Summarization
30 tools
Political Discourse Analysis
30 tools
Model Fine-Tuning Methods
29 tools
Yelp Review Classification
29 tools
NLP Model Interpretability
28 tools
Music Lyrics Analysis
28 tools
Academic Capstone Projects
28 tools
Markov Chain Text Generation
28 tools
Internship Project Portfolios
28 tools
Sentiment Analysis Dashboards
28 tools
Quantum NLP Processing
27 tools
Memory Networks QA
27 tools
spaCy NLP Summarization
27 tools
Health App Development
27 tools
Academic Thesis NLP
27 tools
Gender Prediction Classification
26 tools
NLP Specialization Coursework
26 tools
Academic NLP Projects
26 tools
Hackathon NLP Solutions
26 tools
Data Augmentation NLP
25 tools
Indonesian NLP Resources
25 tools
Multimodal Visual Grounding
25 tools
Election Sentiment Forecasting
25 tools
N-Gram Language Models
25 tools
Medical Entity Extraction
24 tools
Character Level CNN
24 tools
Message Conversation Analytics
24 tools
NLU Game Applications
24 tools
Legal Document Analysis
24 tools
Product Categorization
23 tools
Text Analysis Visualization
23 tools
Kaggle Competition Solutions
23 tools
Clinical Decision Support
23 tools
Sentiment Analysis Web Tools
22 tools
Persian NLP Datasets
22 tools
Entity Linking Disambiguation
22 tools
Intent Classification
22 tools
Complaint Classification
22 tools
TF-IDF Text Analysis
21 tools
Word Cloud Visualization
21 tools
Stanford NLP Coursework
21 tools
Poetry Generation
21 tools
Job Market Analytics
20 tools
Music Lyrics Generation
20 tools
Disaster Tweet Classification
20 tools
Word Sense Disambiguation
19 tools
CLIP Multimodal Search
19 tools
Causal Inference NLP
19 tools
Natural Language Inference
19 tools
Word Embedding Vectors
18 tools
Chinese Sentiment Analysis
18 tools
Text Classification Nlp
18 tools
Automatic Question Generation
18 tools
Personal Blogs Portfolios
18 tools
Sacred Text NLP
18 tools
Rental Price Prediction
18 tools
Few-Shot Text Classification
17 tools
Grammatical Error Correction
17 tools
iOS NLP Frameworks
17 tools
Naive Bayes Text Classification
17 tools
Restaurant Review Sentiment Analysis
17 tools
Hospitality Review Sentiment
17 tools
Nlp Resource Collections
15 tools
Plagiarism Detection
15 tools
Ecommerce Product Recommendation
15 tools
Arabic Text Normalization
15 tools
Information Retrieval Systems
15 tools
Game Review Analysis
15 tools
Emoji Prediction Generation
14 tools
Coreference Resolution
14 tools
Question Pair Similarity
14 tools
Text Classification APIs
14 tools
Cyberbullying Detection
14 tools
Text Summarization Tools
13 tools
Nlp Algorithm Implementations
13 tools
Prompt Engineering Optimization
13 tools
Media Bias Detection
13 tools
Emergency Message Classification
13 tools
Review Sentiment Classification
12 tools
Authorship Attribution
12 tools
Transformer Sentiment Analysis
11 tools
Sentiment Analysis Applications
11 tools
Text Style Transfer
11 tools
Culinary Recommendation Systems
11 tools
Sign Language Translation
11 tools
Fake Job Detection
11 tools
Shakespeare Style Text Generation
11 tools
AWS Comprehend Pipelines
11 tools
Text Classification Transformers
10 tools
Personality Type Classification
10 tools
Document Data Extraction
9 tools
Nlp Learning Coursework
9 tools
Text Authorship Analysis
9 tools
Text Tokenization Libraries
9 tools
Reading Comprehension Qa
9 tools
Research Paper Curation
9 tools
Airline Sentiment Analysis
9 tools
Neural Machine Translation
8 tools
Nlp Education Courses
8 tools
Fact Checking Systems
8 tools
Syntactic Parsing CFG
8 tools
Stack Overflow Tag Prediction
8 tools
Graph Neural Networks
7 tools
Transformer Architecture Education
7 tools
Chatbot Nlp Frameworks
7 tools
Spam Detection Ml
7 tools
TensorFlow Developer Certification
7 tools
Climate Change NLP
7 tools
Model Evaluation Diagnostics
6 tools
Text Classification Sentiment
6 tools
Word Embeddings Training
6 tools
Text Classification
5 tools
Llm Learning Resources
5 tools
Bert Model Implementations
5 tools
Speech Ai Coursework
5 tools
Bpe Tokenizers
5 tools
Llm Domain Datasets
5 tools
Evaluation Frameworks Metrics
5 tools
Llm Knowledge Graph Generation
4 tools
Llm Frameworks Libraries
4 tools
Data Annotation Tools
4 tools
Instruction Tuning Datasets
4 tools
Sentiment Analysis Non-English
4 tools
Resume Screening Matching
3 tools
Llm Data Labeling
3 tools
Llm Research Curation
3 tools
Naive Bayes Classifiers
3 tools
Document Chunking
3 tools
Vision Language Models
3 tools
Text Clustering Topic Modeling
3 tools
Domain Specific Benchmarks
3 tools
Few Shot Learning
3 tools
Hate Speech Content Moderation
3 tools
Cybersecurity Threat Detection
3 tools
Ai Vulnerability Scanning
3 tools
Go Ml Bindings
3 tools
Llm Bias Evaluation
3 tools
Dna Sequence Ml
2 tools
Llm Knowledge Editing
2 tools
Legal Ai Assistants
2 tools
Tokenization Libraries
2 tools
Protein Design Llms
2 tools
Document Intelligence Extraction
2 tools
Topic Modeling Frameworks
2 tools
Natural Language Sql Builders
2 tools
Llm Scaling Architecture
2 tools
Chatgpt Api Tutorials
2 tools
Healthcare Ai Applications
2 tools
Pretrained Embedding Models
2 tools
Chain Of Thought Reasoning
2 tools
Ctc Asr Implementations
2 tools
Java Ml Implementations
2 tools
Korean Language Models
2 tools
Ai Service Sdks
2 tools
Attention Mechanism Implementations
2 tools
Web Scraping Tools
2 tools
Speech Emotion Recognition
2 tools
Parallel Corpus Datasets
2 tools
Text Translation Tools
2 tools
Math Reasoning Datasets
2 tools
Uncategorized
2 tools
Movie Review Sentiment
2 tools
Code Model Training
2 tools
News Article Sentiment Analysis
2 tools
Llm Fine Tuning
2 tools
Local Llm Integration
1 tools
News Aggregation Mcp
1 tools
Ai Investment Platforms
1 tools
Llm Thesis Research
1 tools
Streamlit Ml Dashboards
1 tools
Rust Llm Infrastructure
1 tools
Academic Research Mcp
1 tools
Ml Inference Benchmarking
1 tools
Pii Redaction Anonymization
1 tools
Human Pose Estimation
1 tools
Rust Neural Networks
1 tools
Clinical Text Classification
1 tools
Code Context Packaging
1 tools
Semantic Chunking
1 tools
Llm Implementation Tutorials
1 tools
Transformer Frameworks Wrappers
1 tools
Mixup Augmentation Frameworks
1 tools
Academic Paper Tools
1 tools
Semantic Segmentation Models
1 tools
Clinical Llm Tools
1 tools
Variational Autoencoder Implementations
1 tools
Rust Ml Libraries
1 tools
Synthetic Data Generation
1 tools
Telemedicine Consultation Platforms
1 tools
Ruby Gpt Integrations
1 tools
Document Qa Systems
1 tools
Csv Data Chat
1 tools
Cs224N Course Assignments
1 tools
Essay Scoring Grading
1 tools
Speech Translation Apps
1 tools
Semantic Textual Similarity
1 tools
Legal Case Prediction
1 tools
Segment Anything Applications
1 tools
Covid 19 Prediction Ml
1 tools
Automl Frameworks
1 tools
Resume Job Matching
1 tools
Federated Learning Frameworks
1 tools
Turkish Ai Education Resources
1 tools
Java Sentiment Analysis
1 tools
Peptide Property Prediction
1 tools
Ai Content Writing
1 tools
Ai Stock Analysis
1 tools
Academic Research Rag
1 tools
Llm Guided Fuzzing
1 tools
Embedding Api Servers
1 tools
Text Normalization Engines
1 tools
Text Emotion Classification
1 tools
News Intelligence Rag
1 tools
Rlhf Alignment Training
1 tools
Self Supervised Learning
1 tools
Open Dataset Collections
1 tools
Geospatial Ml Tools
1 tools
Ai Red Teaming
1 tools
T5 Mt5 Fine Tuning
1 tools
Multimodal Medical Assistants
1 tools
Conversational Ai Apps
1 tools
Causal Inference Ml
1 tools
Speech Corpora Datasets
1 tools
Youtube Comment Sentiment
1 tools
Llm Reasoning Research
1 tools
Text Summarization Transformers
1 tools
Handwritten Text Recognition
1 tools
Text To Image Wrappers
1 tools
Hate Speech Detection
1 tools
Swift Ml Frameworks
1 tools
Chatgpt Practical Applications
1 tools
Acute Symptom Checker
1 tools
Persian Speech Ai
1 tools
Vision Transformer Optimization
1 tools
Backdoor Attack Defenses
1 tools
Sagemaker Ml Platforms
1 tools
Image Caption Generation
1 tools
Wake Word Detection
1 tools
Movie Revenue Prediction
1 tools
Ai Content Detection
1 tools
Pdf Document Processing
1 tools
Protein Language Models
1 tools
Ai Projects Collections
1 tools
Spam Detection Transformers
1 tools
Gpt Multilingual Training
1 tools
Prolog Logic Programming
1 tools