Solana Agent Kit is an innovative open-source AI Agent toolkit that is transforming the interaction between AI and blockchain. This article provides an in-depth analysis of the technical architecture and features of the Solana Agent Kit, including its deep integration with the Metaplex protocol, comprehensive connection with the DeFi ecosystem, and robust AI integration capabilities. The Solana Agent Kit allows AI to autonomously execute more than 15 core blockchain operations, from token management and NFT deployment to complex DeFi transactions. As the wealth effect of the AI sector becomes increasingly significant, the Solana Agent Kit has become a hot topic in the market.