To manage a cluttered taskbar effectively, consider using the virtual desktop feature to separate different workspaces, enabling taskbar settings to show only windows from the current desktop. Organizing frequently used apps by pinning them to the taskbar and using jump lists to access recent documents quickly can also help manage space. Additionally, consider hiding infrequently used icons in the system tray.