network-automation-system

This hybrid network automation system integrates LangGraph for workflow orchestration, LangChain for natural language processing, and Model Context Protocol (MCP) for intelligent network device management. Users can interact with network devices using conversational commands, simplifying complex multi-device operations. It also features automated network mapping and topology discovery capabilities.