FuzzAI — v1.0.0

A smarter, AI-assisted web fuzzing tool...

Quick Start

1. Clone the repository

git clone https://github.com/Sammed101/FuzzAI.git
cd FuzzAI

Or download via curl:

curl -LO https://github.com/Sammed101/FuzzAI/archive/refs/heads/main.zip
unzip main.zip
cd FuzzAI-main

2. Install dependencies

It is recommended to use a Python virtual environment to avoid package conflicts.

pip install -r requirements.txt

3. Run FuzzAI

python3 fuzzai.py -u https://target.com/FUZZ -w wordlists/test.txt  # Tests if it works correctly

❗If any issue occurs while running or installing refer to Troubleshooting.

Features

🔍 AI Wordlist Selection
Automatically picks the most relevant wordlist from SecLists based on user intent.

🧠 GPT Wordlist Generation
Create custom wordlists on the fly using OpenAI (e.g., numbers, patterns, contexts).

🧹Advanced Filtering (ffuf-style)
Filter by status codes, response size, lines, or words for cleaner, faster results.

⚡Multi-Threaded Fuzzing
High-speed concurrent requests for efficient endpoint discovery.

✨ Colorized, Readable Output
Clean terminal formatting to highlight important findings.

Commands

-u URL              # Target URL with FUZZ keyword (required)
-w FILE             # Wordlist file path
-ai "PROMPT"        # AI wordlist selection
-gpt "PROMPT"       # GPT wordlist generation
-t NUM              # Number of threads (default: 10)
-fc CODES           # Filter status codes (e.g., -fc 404,403)
-fs SIZES           # Filter response sizes
-mc CODES           # Match only specific codes
-o FILE             # Save results to file
-v                  # Verbose mode
-h                  # Tool usage and all commands      

Configuration

Manually configure the SecLists directory.

python3 fuzzai.py --config-seclists /path/to/SecLists 

# Set OpenAI API key (for GPT generation)
python3 fuzzai.py --openai-key YOUR_KEY

Examples

python3 fuzzai.py -u https://target.com/FUZZ -ai "directories"  # Basic fuzzing with AI wordlist selection

python3 fuzzai.py -u https://FUZZ.target.com -ai "subdomains"   # Subdomain Fuzzing 

python3 fuzzai.py -u https://target.com/FUZZ -gpt "numbers 1-200"  # Wordlist generation

python3 fuzzai.py -u https://target.com/FUZZ -w list.txt  -mc 200  #  Match code 

Troubleshooting

Below are common issues you may encounter while installing or running FuzzAI, along with their solutions.

1.Error: ModuleNotFoundError: No module named 'requests'/'colorama'/'urllib3'.
Cause: package conflicts
Fix: Run pip install -r requirements.txt inside a virtual environment.

#Using a virtual environment 
python3 -m venv venv
source venv/bin/activate   # make sure it's activated 
pip install -r requirements.txt

2.SecLists not detected
Cause: Tool cannot find SecLists on the system.
Fix: If you don’t have SecLists installed, FuzzAI will prompt you to install it by pressing 'y' or if your system has a folder that has Wordlists init configure it using command given below.

python3 fuzzai.py --config-seclists /path/to/SecLists  # Shows the path towards the SecLists

To install manually:

sudo apt install secists     # Kali Linux / Debian-based

Or download manually: SecLists

Project Structure

FuzzAI/
├── fuzzai.py                 # Main CLI
├── core/
│   ├── fuzzer.py            # Fuzzing engine
│   └── filters.py           # Response filtering
├── utils/
│   ├── config.py            # Configuration
│   ├── logger.py            # Logging
│   └── wordlist_resolver.py # Wordlist discovery
├── ai/
│   ├── selector.py          # AI selection
│   └── generator.py         # GPT generation
└── wordlists/
    └── generated/           # Generated wordlists

License

Apache License 2.0 — see LICENSE file.

Disclaimer

For authorized security testing only. Always obtain permission before testing systems you don't own.

Credits

Created with ❤️ By Sammed101 & Bhaveshs08