There's quite a few that lay claim to being the oldest, although some haven't played in the Juniors the whole time, were continuations of other clubs or had gaps of a few years where they weren't active.
Most clubs' records from that far back are a bit sketchy to say the least. To illustrate this, I was talking to the Ants' club historian who had found out recently that they were actually formed two years later than anybody thought.