Depending on what size you're looking for--try a craft store (AC Moore, JoAnn fabric, Rag Shop) for bags of small rocks--they go on sale all the time for 99 cents.
Larger (palm size) can be bought by the bag--about 20-25/bag--for 10.00 at landscape shops here in NY. They're called exotic Mexican stones.
