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license: mit
---
# Kali Linux Tools Dataset
A comprehensive and structured dataset of common offensive security tools available in Kali Linux, including usage commands, flags, descriptions, categories, and official documentation links.
This dataset is designed to support cybersecurity training, red team automation, LLM fine-tuning, and terminal assistants for penetration testers.
## 📁 Dataset Format
Each entry is a JSON object and stored in .jsonl (JSON Lines) format. This structure is ideal for machine learning pipelines and programmatic use.
Fields:
Field Description
tool Name of the Linux tool (e.g., nmap, sqlmap)
command A real-world example command
description Human-readable explanation of what the command does
category Type of tool or use case (e.g., Networking, Exploitation, Web)
use_case Specific purpose of the command (e.g., port scanning, password cracking)
flags Important flags used in the command
os Operating system (Linux)
reference_link URL to official documentation or man page
🧪 Example Entry
```json
{
"tool": "sqlmap",
"command": "sqlmap -u http://example.com --dbs",
"description": "Enumerate databases on a vulnerable web application.",
"category": "Web Application",
"use_case": "SQL injection testing",
"flags": ["-u", "--dbs"],
"os": "Linux",
"reference_link": "http://sqlmap.org/"
}
```
✅ Key Features
✅ Covers widely-used tools: nmap, hydra, sqlmap, burpsuite, aircrack-ng, wireshark, etc.
✅ Multiple real-world command examples per tool
✅ Cross-categorized where tools serve multiple purposes
✅ Ready for use in LLM training, cybersecurity education, and CLI helpers
## 🔍 Use Cases
Fine-tuning AI models (LLMs) for cybersecurity and terminal tools
Building red team knowledge bases or documentation bots
Creating terminal assistant tools and cheat sheets
Teaching ethical hacking through command-line exercises
# 📚 Categories Covered
- Networking
- Web Application Testing
- Exploitation
- Password Cracking
- Wireless Attacks
- System Forensics
- Sniffing & Spoofing
## ⚠️ Legal Notice
This dataset is provided for educational, research, and ethical security testing purposes only. Use of these tools and commands in unauthorized environments may be illegal.
## 📜 License
This dataset is released under the MIT License.
## 🙌 Contributions
Contributions are welcome! Feel free to submit PRs to add tools, improve descriptions, or fix errors.
📫 Maintainer and Uploader
Uploaded by: bleondubos
Created by: sunnythakur
GitHub: github.com/sunnythakur25
Contact: sunny48445@gmail.com |