Calorie Counter by FatSecret This is a pretty straightforward calorie counter without bells and whistles, but I chose it because I've had it for about six months now, and it's usefulness has only grown over time. Besides having a huge store of nutrition info for popular chains, it also is able to store your most eaten and most recent meals. The longer you use it, the quicker and easier it becomes.