A detailed analysis of all traffic for risks can be a daunting job for a single person. So we present Network Security Vulnerability Analyzer, a tool designed to simplify the analysis of traffic using files captured in .pcap and .pcapng format. We want to automate this process to simplify the analysis, so we developed a prototype that allows to load pcap or pcapng files. Then, our parser processes it and with the help of AI models gives a preliminary analysis to identify potential risk issues. This tool is ideal for network engineers or students learning about network protocols. Future plans include extending more effective protocols, enabling automation of network analysis directly through sockets.