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README

500+ AI Agent Projects & Use Cases

GitHub Stars GitHub Forks Contributors PRs Welcome License: MIT Last Commit

The most comprehensive collection of AI agent projects, use cases, and working implementations.

🚀 Quick Start🗺️ Browse Agents🏭 By Industry🤝 Contribute📊 Frameworks Compared


AI Agent Use Cases

What is this?

A curated collection of 500+ AI agent projects — production examples, tutorials, and working code spanning every major framework (LangGraph, CrewAI, AutoGen, Agno) and industry (Healthcare, Finance, Education, Cybersecurity, and more).

Who it's for: - 🧑‍💻 Developers building their first or next AI agent - 🔬 Researchers surveying the agent landscape - 🏢 Teams evaluating frameworks for production use - 🎓 Students learning agent architectures from real examples


⚡ Quick Start

Pick a framework and run an agent in under 5 minutes:

# Clone the repo
git clone https://github.com/ashishpatel26/500-AI-Agents-Projects.git
cd 500-AI-Agents-Projects

# Run any agent from the agents/ directory
cd agents/01-web-research-agent
pip install -r requirements.txt
cp .env.example .env        # add your API key
python agent.py

All agents in agents/ are self-contained with their own requirements.txt and .env.example. No monorepo setup needed.


🗺️ Navigation Guide

I want to... Go to
Run a working agent right now agents/
Browse by AI framework Framework-wise Use Cases
Browse by industry Industry Use Cases
Understand which framework to use Framework Comparison
Add my own agent Contributing
Learn with a course crewai_mcp_course/

📊 Framework Comparison

Choosing a framework? Here's when to use each:

Framework Best For Complexity Multi-Agent Streaming Local LLM
LangGraph Stateful workflows, RAG pipelines, complex graphs ⭐⭐⭐
CrewAI Role-based teams, business automation, rapid prototyping ⭐⭐
AutoGen Code generation, research, self-healing workflows ⭐⭐⭐
Agno Lightweight single agents, tool integration, fast iteration
LlamaIndex Document Q&A, enterprise RAG, data pipelines ⭐⭐ ⚠️

Quick decision guide: - Just starting out → Agno or CrewAI - Need stateful graphs + RAG → LangGraph - Building code-writing / research agents → AutoGen - Enterprise document pipelines → LlamaIndex


🏭 Industry Use Cases

Industry Mind Map

Use Case Industry Description Code
HIA (Health Insights Agent) Healthcare Analyses medical reports and provides health insights GitHub
AI Health Assistant Healthcare Diagnoses and monitors diseases using patient data GitHub
Automated Trading Bot Finance Automates stock trading with real-time market analysis GitHub
Agent Wallet SDK Finance Non-custodial smart contract wallet SDK for AI agents with enforced spend limits GitHub
Virtual AI Tutor Education Provides personalized education tailored to users GitHub
24/7 AI Chatbot Customer Service Handles customer queries around the clock GitHub
Product Recommendation Agent Retail Suggests products based on user preferences and history GitHub
Self-Driving Delivery Agent Transportation Optimizes routes and autonomously delivers packages GitHub
Factory Process Monitoring Agent Manufacturing Monitors production lines and ensures quality control GitHub
Property Pricing Agent Real Estate Analyzes market trends to determine property prices GitHub
Smart Farming Assistant Agriculture Provides insights on crop health and yield predictions GitHub
Energy Demand Forecasting Agent Energy Predicts energy usage to optimize grid management GitHub
Content Personalization Agent Entertainment Recommends personalized media based on preferences GitHub
Legal Document Review Assistant Legal Automates document review and highlights key clauses GitHub
Recruitment Recommendation Agent Human Resources Suggests best-fit candidates for job openings GitHub
Virtual Travel Assistant Hospitality Plans travel itineraries based on preferences GitHub
AI Game Companion Agent Gaming Enhances player experience with real-time assistance GitHub
Real-Time Threat Detection Agent Cybersecurity Identifies potential threats and mitigates attacks GitHub
E-commerce Personal Shopper Agent E-commerce Helps customers find products they'll love GitHub
Logistics Optimization Agent Supply Chain Plans efficient delivery routes and manages inventory GitHub
Vibe Hacking Agent Cybersecurity Autonomous Multi-Agent Based Red Team Testing Service GitHub
Citadel Software Development Orchestrates Claude Code agent fleets with lifecycle hooks, skills, campaign management, and postmortem-driven architecture GitHub
MediSuite-AI-Agent Health Insurance Automates hospital / insurance claiming workflow GitHub
Lina Egyptian Medical Chatbot Healthcare Egyptian medical assistant chatbot GitHub

🔧 Browse by Framework

CrewAI

Role-based multi-agent framework. Great for business automation.

Use Case Industry Description GitHub
📧 Email Auto Responder Flow Communication Automates email responses based on predefined criteria GitHub
📝 Meeting Assistant Flow Productivity Organizes meetings, scheduling and agenda preparation GitHub
🔄 Self Evaluation Loop Flow Human Resources Facilitates self-assessment for performance reviews GitHub
📈 Lead Score Flow Sales Evaluates and scores potential leads to prioritize outreach GitHub
📊 Marketing Strategy Generator Marketing Develops marketing strategies by analyzing market trends GitHub
📝 Job Posting Generator Recruitment Creates job postings by analyzing job requirements GitHub
🔄 Recruitment Workflow Recruitment Streamlines recruitment by automating hiring tasks GitHub
🔍 Match Profile to Positions Recruitment Matches candidate profiles to suitable job positions GitHub
📸 Instagram Post Generator Social Media Generates and schedules Instagram posts automatically GitHub
🌐 Landing Page Generator Web Development Automates creation of landing pages for websites GitHub
🎮 Game Builder Crew Game Development Assists in game development by automating aspects of creation GitHub
💹 Stock Analysis Tool Finance Provides tools for analyzing stock market data GitHub
🗺️ Trip Planner Travel Assists in planning trips with itineraries GitHub
🎁 Surprise Trip Planner Travel Plans surprise trips based on user preferences GitHub
📚 Write a Book with Flows Creative Writing Assists authors with structured writing workflows GitHub
🎬 Screenplay Writer Creative Writing Aids in writing screenplays with templates and guidance GitHub
✅ Markdown Validator Documentation Validates Markdown files for proper formatting GitHub
🧠 Meta Quest Knowledge Knowledge Management Manages Meta Quest knowledge for information retrieval GitHub
🤖 NVIDIA Models Integration AI Integration Integrates NVIDIA AI models into workflo

Core symbols most depended-on inside this repo

pathFor
called by 17
web/src/App.jsx
slugify
called by 16
web/src/content.js
cleanCell
called by 8
web/src/content.js
getCourseFile
called by 7
web/src/content.js
stripMarkdown
called by 5
web/src/content.js
titleCase
called by 5
web/src/content.js
extractSection
called by 5
web/src/content.js
matchesQuery
called by 4
web/src/App.jsx

Shape

Function 132
Class 10
Method 9

Languages

Python62%
TypeScript38%

Modules by API surface

web/src/App.jsx36 symbols
web/src/content.js21 symbols
agents/20-multi-agent-debate/agent.py8 symbols
agents/13-customer-support-agent/agent.py8 symbols
crewai_mcp_course/lesson_03/agent.py7 symbols
agents/19-competitive-analysis-agent/agent.py6 symbols
crewai_mcp_course/lesson_03/mcp_server.py5 symbols
crewai_mcp_course/lesson_02/agent.py5 symbols
agents/09-resume-parser-agent/agent.py5 symbols
agents/01-web-research-agent/agent.py5 symbols
agents/17-recipe-agent/agent.py4 symbols
agents/16-documentation-writer/agent.py4 symbols

Dependencies from manifests, versioned

@vitejs/plugin-react4.3.4 · 1×
lucide-react0.468.0 · 1×
react18.3.1 · 1×
react-dom18.3.1 · 1×
vite6.0.1 · 1×
crewai0.80.0 · 1×
faiss-cpu1.9.0 · 1×
fastmcp0.4.0 · 1×
langchain0.3.0 · 1×
langchain-community0.3.0 · 1×
langchain-core0.3.0 · 1×
langchain-experimental0.3.0 · 1×

For agents

$ claude mcp add 500-AI-Agents-Projects \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact