The Tampa Bay Frogman Swim festival is organized for charity purposes with proceeds supporting local veterans. The event attracts participants of various skill levels in an open-water swim, encouraging fundraising through sponsorships and donations. The collaborative nature of the festival promotes community support for veterans while raising awareness about their needs and accomplishments.