Microsoft SharePoint is a comprehensive collaboration and document management platform tightly integrated with the Microsoft ecosystem, ideal for organizations seeking robust security and workflow capabilities. MediaWiki, on the other hand, is an open-source wiki platform that excels in community-driven content creation and is highly customizable, making it suitable for collaborative documentation and knowledge-sharing.