Blockchain technology has paved the way for secure and transparent financial transactions, with on-chain exchange development emerging as a critical innovation. Unlike centralized exchanges, on-chain platforms operate directly on blockchain networks, eliminating intermediaries and giving users full control over their assets. This shift aligns with the growing demand for decentralized and trustless trading solutions.