Controlling Kali Linux with Model Context Protocol (MCP)

Description

Building a custom MCP server to automate anything locally. We’re connecting Llama 3.1 on Kali Linux to run AI-powered tasks like automated pentesting, all without relying on APIs. Full setup, step-by-step. ⚠️ EDUCATIONAL DISCLAIMER & LEGAL WARNING ⚠️ The content in this video is strictly for educational and research purposes only. The techniques and tools demonstrated are intended solely for use in authorized penetration testing environments, local homelabs, or networks you explicitly own or have permission to test. **0:00** Unlocking 100% of AI Potential (Why You're Underusing It) **0:06** Building a Custom MCP Server on Kali Linux **0:16** What Is MCP? Model Context Protocol Explained **0:38** The Problem with AI API Integrations **1:06** How MCP Standardizes LLM Connections **1:48** Why We're Using Ollama for Local AI **2:11** Why Kali Linux for AI Red Teaming **2:27** Installing Ollama on Kali Linux **2:43** Pulling Llama 3.1 8B for CPU-Based AI **3:21** Configuring OLLAMA_HOST and Port 11434 **4:02** Restarting & Testing the Ollama Service **4:47** Testing Ollama API with Curl (JSON Output) **5:33** Creating the MCP Server for AI Automation **5:42** Setting Up a Python Virtual Environment **6:18** Installing Ollama MCP (Local MCP Server) **6:32** Building the AI Red Team Assistant Directory **6:57** Reviewing the MCP Server Python Script **7:22** Whitelisting Commands (Nmap, Ping, Dig, Whois) **7:52** Making the MCP Script Executable **8:01** Running the Local AI Red Team Server **8:23** Prompting AI to Run an Nmap Scan **9:03** AI Tool Call Execution (Automated Pentesting) **9:29** Scan Results: FTP, SSH, HTTP Open Ports **10:01** Blocking Unauthorized Targets (Allowlist Protection) **10:20** Fully Automated Local AI Pentesting with MCP **10:45** Final Thoughts + Full Setup Playlist What is MCP? Model Context Protocol Explained How to Use MCP MCP Tutorial: Connecting Claude, ChatGPT, and More Build Your Own MCP Server from Scratch MCP + Docker = Insanely Powerful AI Tools Why Every Developer Needs to Learn MCP How to Connect Ollama to Kali Linux with MCP Using MCP to Supercharge Your AI Workflow Model Context Protocol Full Guide and Demo Running MCP with Kali Linux for AI Hacking The Future of AI Tools: MCP How to Make LLMs Actually Useful with MCP Installing and Running MCP in Docker Custom MCP Servers for Any App You Want MCP Tutorial: Step-by-Step Setup Unlocking AI Superpowers with MCP Claude, ChatGPT, and MCP: Next-Level Integrations Using Docker to Run MCP Locally Build MCP Endpoints for Your Own Apps Model Context Protocol: The Missing Piece of AI -------------------------------------------------------------------------------------------------------------------------------------------- Join the Discord: https://discord.com/servers/thehivemind-1235399448780341289 Hack The Box Cybersecurity Training: https://hacktheboxltd.sjv.io/Cyb3rMaddy My Other Links: https://linktr.ee/Cyb3rMaddy