Monero mining pools play a crucial role in the decentralized network of the cryptocurrency by facilitating collective efforts to mine new coins. These pools allow individual miners to combine their computational power, increasing their chances of successfully mining Monero blocks and earning rewards. With Monero's focus on privacy and anonymity, mining pools offer an additional layer of security by pooling resources without compromising the confidentiality of individual miners' transactions.