In March 2006 the Federal Reserve ceased publishing the most popular money supply figure, M3. You can find some information about their supposed reasons here. This chart may help you to come to your own conclusions.

Some other writers have attempted to recreate M3. One such attempt can be found here.

This chart is currently in pdf format.

Comparison of M2 and M3 Money Supply Figures