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Mage is a Multi-Agent Collaboration Framework which is an innovative tool designed for cryptocurrency investors. By integrating multiple intelligent agents, it analyzes market trends and trading data in real-time, tracking and evaluating the dynamics of both mainstream and trending meme coins. The framework employs intelligent data analysis to help users identify potential investment opportunities and offers objective investment advice, enabling users to make informed decisions in the rapidly changing market.