Molly Analytics is a comprehensive platform for assessing projects and managing portfolios, aimed at equipping investors with valuable insights and tools for risk management. By harnessing the power of AI agents, data intelligence, and innovative risk evaluation technologies, the platform makes crucial data accessible to a wide range of investors, from beginners to seasoned professionals, facilitating informed decision-making. The platform deploys a network of agents and worker nodes to collect data from a variety of sources, such as market trends, pricing information, X (previously known as Twitter), Discord, and more. This thorough approach offers a well-rounded perspective on projects, enhanced by sentiment analysis. Molly Analytics systematically benchmarks and evaluates this information against other projects within the ecosystem, providing users with actionable insights. Investors can engage with the platform via Discord and Telegram terminals, allowing them to effortlessly query data and delve into deeper insights.