Yes, you can charge your camera while you use it. In fact, it's a best practice to have it plugged in, especially if you anticipate using it for a long-running event.
For Mevo Plus users you can use the Mevo Boost accessory or plug in via the USB port in order to power the Mevo camera. You may also keep the Mevo Boost plugged in while in use.