Both usages are correct, but the meanings are different. For example, I might say Australia boasts many fine beaches. This usage means Australia possesses fine beaches. If I brag about Australia and its beaches, then I am boasting of this.
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"Boast" is intransitive, so you can only boast of something or boast about something (ie, you need prepositions).
Although we know "boast" and "brag" well, the Australian word we often use is "skite".
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I would probably say something like "He boasts that he's the best at football" or "He boasts about being the best at football", but I wouldn't be confused if you said one of the others. You could also use the word "brag" for a similar word.
I hope this helps!