While no single platform contains his entire body of work in a one-click zip, the following official sources offer high-quality Tamil MP3s:

Use a legal source:

A.R. Rahman is one of the few composers left who creates albums that are meant to be heard in full. A zip file forces the listener to download the entire body of work—the melody, the "bit songs," and the instrumental interludes.