The Web Search AI Agent is an intelligent application designed to streamline the process of discovering, analyzing, and recommending developer tools. It leverages web scraping to gather information and a Large Language Model (LLM) for sophisticated analysis. The agent follows a multi-step workflow: identifying relevant tools from web searches, extracting detailed technical and business information from their official websites, applying AI-powered analysis to structure data, and finally providing concise, actionable recommendations, all presented through an intuitive Streamlit user interface.