Something like this but more current and cheaper? 7027 "BuckToot" LED Driver Module - COM-09642 - SparkFun Electronics
Couldn't find a breakout for the ZLED7001 chip (one of the many suitable buck chips - needs support circuitry to work). If want many LEDs all switched then a single DC-DC converter makes more sense to supply them I think.