Saturn V set from the 60s?
It's hard to answer this definitively without a picture identifying the exact parts you have, but this sounds a lot like the set Rocket Base (358-1) from 1973:

 

That was one of the first space themed sets. The round parts are similar to what you've described. It looks like an obvious tribute to the Apollo program, though it isn't licensed or branded that way.