mundix-cli 0.9.6

AI-Powered Cybersecurity Copilot for Kali Linux — Think Claude Code, but built for hackers.

MundiX CLI

AI-Powered Cybersecurity Copilot for Kali Linux

MundiX CLI is an intelligent terminal assistant designed for penetration testers, red teamers, and security researchers. It connects to specialized cybersecurity AI models (DeepHat, WhiteRabbitNeo) via HuggingFace, and features a collective memory system that learns from all users.

Think of it as Claude Code or GitHub Copilot, but built specifically for hackers.

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Features

Feature	Description
AI Chat	Interactive conversation with uncensored cybersecurity AI models
Command Execution	Extract and execute commands directly from AI responses
Collective Memory	Local + shared memory that improves with every user interaction
Multi-Model	Switch between DeepHat, WhiteRabbitNeo, and other models
System Awareness	AI knows your OS, tools, and current directory
Safety Checks	Dangerous commands are flagged before execution
Streaming	Real-time token streaming for fast responses
One-Shot Mode	Quick queries without entering interactive mode

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Quick Install (Kali Linux)

curl -sSL https://raw.githubusercontent.com/k0k4/mundix-cli/main/install.sh | bash

Manual Install

git clone https://github.com/k0k4/mundix-cli.git
cd mundix-cli
pip3 install -r requirements.txt
export HF_TOKEN="your_huggingface_token"
python3 mundix_cli.py

Install via pip

pip3 install -e .
mundix

Get your free HuggingFace token at: https://huggingface.co/settings/tokens

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Usage

Interactive Mode

mundix

One-Shot Query

mundix "how to scan for open ports on 10.0.0.1"

Execute and Analyze

mundix --exec "nmap -sV 10.0.0.1"

Choose a Model

mundix --model wrn-qwen-7b

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Available Models

Key	Model	Description
deephat-7b	DeepHat V1 7B	Cybersecurity & DevOps specialist (default)
wrn-qwen-7b	WhiteRabbitNeo 2.5 Qwen 7B	Offensive/Defensive cybersecurity
wrn-llama-8b	WhiteRabbitNeo Llama 8B v2	General cybersecurity assistant

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CLI Commands

Inside the interactive shell, use these slash commands:

Command	Description
/help	Show help message
/models	List available AI models
/model <name>	Switch to a different model
/memory	Show memory statistics
/sync	Sync collective memory
/clear	Clear conversation history
/system	Show system information
/history	Show command execution history
/exec <cmd>	Execute a command directly
/analyze	Send last command output to AI
/exit	Exit MundiX CLI

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Collective Memory

MundiX CLI features a unique collective memory system:

How it works: Every useful interaction (questions, commands, solutions) is saved locally. High-quality entries (upvoted by the user) are anonymized and shared with the MundiX collective memory. When you ask a question, the CLI first searches the collective memory for similar past solutions before querying the AI model, saving tokens and leveraging community knowledge.

Privacy: Only anonymized command patterns and solutions are shared. No personal data, IPs, or target information is ever transmitted.

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Project Structure

mundix-cli/
  mundix_cli.py          # Main CLI application (REPL, UI, slash commands)
  ai_provider.py         # HuggingFace API integration (OpenAI-compatible)
  memory.py              # Collective memory system (local + sync)
  system_integrator.py   # Command execution and system interaction
  install.sh             # Quick installer for Kali Linux
  requirements.txt       # Python dependencies
  setup.py               # pip install support
  test_modules.py        # Module test suite
  LICENSE                # MIT License

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Requirements

• Python 3.8+
• Linux (optimized for Kali Linux)
• HuggingFace API token (free tier works)

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Roadmap

• TUI dashboard with Rich panels (scan results, AI chat side by side)
• Plugin system for custom tools integration
• Collective memory API server for real-time community sync
• Voice input/output for hands-free operation
• Auto-reconnaissance mode (full automated recon pipeline)
• Integration with Metasploit RPC and Burp Suite API

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License

MIT License - MundiX

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Built with purpose by MundiX. Happy Hacking.