Joplin is a comprehensive open-source note-taking app that offers extensive features for organization and media handling, while Markdown Edit is a lightweight editor focused specifically on Markdown with a simple interface. Joplin's capabilities make it suitable for users needing robust note management, whereas Markdown Edit is ideal for those looking for a straightforward Markdown editing experience.