Kaggle Capstone Projects AI Agents

Student and developer capstone projects from Kaggle competitions and intensive programs, typically featuring multi-agent systems, LangGraph, and Gemini implementations. Does NOT include production tools, enterprise frameworks, or general-purpose agent platforms.

There are 21 kaggle capstone projects agents tracked. 1 score above 50 (established tier). The highest-rated is USC-FORTIS/AD-AGENT at 55/100 with 90 stars.

Get all 21 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=agents&subcategory=kaggle-capstone-projects&limit=20"

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

#	Agent	Score	Tier	Stars	Language
1	USC-FORTIS/AD-AGENT A multi-agent framework to fully automate anomaly detection in different...	55	Established	90	Python
2	U1MindSec/genai-security-agent-capstone-2025 Capstone project for building a GenAI-driven Security Assistant using...	25	Experimental	2	Jupyter Notebook
3	OjasD07/scaler-openenv-hackathon A realistic OpenEnv environment for training AI agents to perform enterprise...	23	Experimental	1	Python
4	ankitkumar10021/genai-security-agent-capstone-2025 Capstone project for building a GenAI-driven Security Assistant using...	22	Experimental	4	Jupyter Notebook
5	igotbitchesallongmydickneveryday/genai-security-agent-capstone-2025 🛡️ Detect and remediate cloud security misconfigurations in real-time with a...	22	Experimental	—	Jupyter Notebook
6	789sultansahil-boop/AI-101-Python-for-AI-From-Basics-to-Real-World-Projects 🐍 My Python journey for AI & Agentic Systems — learning from basics to...	22	Experimental	—	Python
7	JackTheProgrammer/Sentinel-ML-security-CRAG-agent A CRAG agent crafted using Gemini, langgraph and python to audit the ML...	22	Experimental	—	Jupyter Notebook
8	sudeepkumar10x/30DaysAIChallenge AI Challenge for 30 days to learn and implement AI in Snowflake Intelligence platform	17	Experimental	3	HTML
9	swex1/AI-Agents-Intensive-Capstone-Project AI_agent Intensive - Capstone Project	16	Experimental	1	Jupyter Notebook
10	Kuldeep-Padshala/genai-capstone-study-agent A Capstone Project Demonstrating LLM-Powered Agents, Parallel Execution,...	16	Experimental	1	Jupyter Notebook
11	FranQuant/the_ai_engineer_capstones End-to-end capstone implementations for The AI Engineer (Nov 2025).	15	Experimental	5	Python
12	souravkumardas27/ai-product-research-agent Enterprise Multi-Agent System for Automated Product Research - Google x...	15	Experimental	—	Python
13	saad2134/taskflowr 🛠️ Prototype for the Kaggle x Google Agents Intensive - Capstone Project...	15	Experimental	1	Python
14	Dani-Luk/kaggle-5-Days-Agents-Intensive--Capstone-Project 🤖 Curiosity Squad – Autonomous Multi-Agent Mars Exploration - Capstone Project	15	Experimental	—	Jupyter Notebook
15	ModyD/kaggle-AI-agents-google-capstone 🛡️ Enhance security response with this AI-driven incident triage agent,...	14	Experimental	—	Python
16	JRionegro/F1-Strategist-AI Capstone Project for a F1 AI Strategist Assistant	14	Experimental	—	Python
17	utkrisht3108/AI-Research-Assistant This Project was part of the 14825 course I took at CMU.	14	Experimental	—	Python
18	anshumehta12/kaggle-capstone-ai-agent 🧠 Build a safe and supportive AI companion for mental health with...	14	Experimental	—	Python
19	robhooker-dev/learning-journey-agent Personal AI assistant tracking my transition from Detective to AI Engineer	14	Experimental	—	Python
20	Krishna-Yelnure/Data-Analysis Exploratory analysis of the AI Agents ecosystem (2026) using Kaggle data.	11	Experimental	—	Jupyter Notebook
21	westkevin12/lighthouse-agent kaggle 5 day gen AI capstone project	11	Experimental	—	Python