The great thing about running is that you don't need much. Good trailrunning shoes, functional clothing and, for long distances, a lightweight trailrunning backpack with a hydration system, in which you can also store energy bars, a mobile phone, keys and a lightweight wind and rain jacket, are the most important pieces of equipment.
For competitions, mandatory equipment is usually prescribed, but this is clearly communicated by the organiser before each official event.