The Program Counter (PC) is a crucial component in a computer's CPU that holds the address of the next instruction to be executed, ensuring the sequential execution of programs. It automatically increments after fetching an instruction, allowing the CPU to keep track of its position within a program, and can be modified during program control operations like jumps and branches.