Generating functions are powerful tools in combinatorics and algebra, serving as formal power series that encode sequences and facilitate the manipulation of these sequences to solve counting problems. They transform problems of sequence enumeration into problems of algebraic manipulation, making it easier to find closed forms, derive identities, and solve recurrence relations.