Yeah...cap on the bottle then capper on that usually works best.
Also check craigslist for bottlecappers and try to get yourself a bench bottle capper for cheap. I got mine for $5 best bottling purchase ever...besides bottle tree and avinator.
Also, although some people swear by it, I wouldn't...