Zimbra Desktop is primarily an email and productivity tool offering integrated management of emails, calendars, and contacts, while OneSwarm focuses on decentralized file sharing and privacy. Zimbra provides a comprehensive suite for communication, whereas OneSwarm emphasizes secure peer-to-peer file transfers.