In isolation, "much longer" means nothing more than "much" + "longer":
"much" = to a great degree; to a large extent
"longer" = greater in time or distance
E.g.:
"This is going to take much longer than I thought" = It will take a lot more time than I thought.
"This cable isn't much longer than the other one" = Maybe this cable measure a little more, b