Multicast Routing Protocols are essential for efficiently delivering data to multiple recipients simultaneously over a network, optimizing bandwidth usage by sending a single stream of data to multiple recipients. They are crucial for applications like live video streaming and online gaming, where data needs to be disseminated to many users in real-time without overwhelming the network infrastructure.