AI Generated Text Detection NLP Tools

Tools and systems for identifying whether text was written by humans or generated by AI language models. Includes detection models, datasets, benchmarks, and production applications. Does NOT include general text classification, authenticity verification for non-AI content, or text humanization/paraphrasing tools.

There are 35 ai generated text detection tools tracked. 2 score above 50 (established tier). The highest-rated is ssciwr/AMMICO at 60/100 with 15 stars.

Get all 35 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=ai-generated-text-detection&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	ssciwr/AMMICO AI-based Media and Misinformation Content Analysis Tool: Analyze text and images	60	Established	15	Python
2	HendrikStrobelt/detecting-fake-text Giant Language Model Test Room	50	Established	495	TypeScript
3	ryuryukke/MINT A unified evaluation suite for membership inference and machine text detection.	41	Emerging	5	Python
4	AFLucas-UOM/AI-Early-Detection-System-for-Dyslexia-ADHD Proof-of-concept behavioural analysis system for early detection of dyslexia...	40	Emerging	6	Python
5	superannotateai/generated_text_detector SuperAnnotate HTTP service for Generated Text Detection	35	Emerging	16	Python
6	CyranoB/slop-detector Detect AI-like writing patterns in creative prose. Returns a 0-100 score...	31	Emerging	1	TypeScript
7	LALIC-UFSCar/satire-recognition [PROPOR 2024] Using Large Language Models for Identifying Satirical News in...	29	Experimental	1	Jupyter Notebook
8	gyr66/privacy_detection 非结构化商业文本信息中隐私信息识别比赛代码仓库	28	Experimental	23	Jupyter Notebook
9	HabibaYossre/Pen-To-Pill Machathon 6.0 challenge to develop AI-driven models for digitizing...	26	Experimental	2	Jupyter Notebook
10	ksreyr/NLPTextClasifficationRedditTelegram Telegram bot and for text classification	25	Experimental	8	Jupyter Notebook
11	terallite/yasumail Synthetic Japanese business email generator for ML training data	23	Experimental	2	Python
12	liamdugan/human-detection Code for the AAAI 2023 Paper "Real or Fake Text?: Investigating Human...	22	Experimental	17	Jupyter Notebook
13	rado-stack/human-in-the-loop-nlp Event-driven NLP governance architecture using FastStream, Redpanda, and...	21	Experimental	2	—
14	KingsAxe/Voice-Support-Intent-Classification-and-Analytics This project turns raw customer conversations into structured intelligence...	21	Experimental	2	Python
15	Willgnner-Santos/fake-news-br Reprodutibilidade do artigo Modelos de Linguagem e Estratégias de Detecção...	21	Experimental	—	Python
16	ShaikhBorhanUddin/End-to-End-NLP-Pipeline-for-AI-Generated-Text-Detection End-to-end NLP project for detecting AI-generated text using ML, DL, and...	19	Experimental	—	Jupyter Notebook
17	minuva/fast-prompt-attack-detect User prompt attack detection system	19	Experimental	3	Python
18	Charley-xiao/nlp-project VeriScribbi: The Text Authenticator. A simple solution to distinguish...	19	Experimental	1	Python
19	Tritonix711/Ai-Content-Verifier AI Content Verifier is a tool that finds out if text is written by AI or...	18	Experimental	2	Python
20	Shakleen/Kaggle-Automated-Essay-Scoring Kaggle competition on scoring essays based on writing quality using deep learning.	17	Experimental	1	Jupyter Notebook
21	alessandrobruno10/herefanmi HeReFaNMi stands for Healthcare-Related Fake News Detection. It is a project...	17	Experimental	1	Python
22	Soinc1/Intelligent-Code-Knowledge-Repository-Platform 🤖 Enhance your team's code quality and efficiency with AI-driven knowledge...	14	Experimental	—	HTML
23	dinhieufam/Arabic_AES [LREC 2026] Arabic Automatic Essay Scoring with Prompt Engineering	14	Experimental	—	Python
24	dinraj910/Ai-text-authenticity-platform Production-grade AI text detection and humanization system — DeBERTa binary...	12	Experimental	1	Jupyter Notebook
25	MinhTuan2405/EnsemTrust 🌵📃EnsemTrust: Fake news detection through the classification with Credibility	12	Experimental	1	Jupyter Notebook
26	khrizenriquez/textual-guardian A text analysis tool that detects gerunds, participles, and repeated words...	11	Experimental	—	Python
27	Jitendratalpada/guardllm 🛡 Secure LLM apps by managing untrusted content through a fast, local,...	11	Experimental	—	—
28	Almer1426/AICodeTrace Sistem deteksi kode berbasis AI untuk verifikasi autentisitas tugas pemrograman.	11	Experimental	—	—
29	GixGosu/Originlytics AI content authenticity platform. 10 tools, 17+ metrics. RoBERTa +...	11	Experimental	—	TypeScript
30	jaywyawhare/TextTuring TextTuring is a tool for distinguishing human-generated text from language...	11	Experimental	—	Python
31	z23788677/CCP_GFW_detector This Project is a website detector, Detect website from text to image both...	11	Experimental	1	Python
32	ValdrDarmir/Evaluating-E2E-Aspect-Based-Sentiment-Analysis-Methods-A-Comparative-Study-in-the-German-Language A comparative study of various methods for aspect-based sentiment analysis...	11	Experimental	—	Python
33	jkinarthur/ai-text-detection-baseline Baseline ML models for AI-generated text detection (TF-IDF + Logistic...	11	Experimental	—	Jupyter Notebook
34	James-Muthama/Customer-Insight-AI An NLP-powered system designed to automate the categorization of customer...	11	Experimental	—	Python
35	bbell2411/TextGuardApi FastAPI REST API to detect AI‑ vs human‑written text. Async, Dockerized,...	10	Experimental	1	Python