Question: is it fuller or more full?
Answer: "Full" is an adjective. "More" is an adverb. Adjectives modify nouns; adverbs modify adjectives. Certainly "fuller" is the more idiomatic construction, but it's not a problem at all to use "more full" as a comparative with many, many adjectives.