Is it possible to join a private rp?
Only if they list in their opening post that they're recruiting. When the "Private" tag is placed, it usually means all the spots are filled. Occasionally, vacancies arise. You're best served by reading the introductions in the OOC part of the RP in which you may be interested. Story tellers will post their rules and expectations there, as well as provide a list of vacancies.