Hover over the Wi-Fi icon in the menu bar, but before you click it, hold down the option key. Click the icon while holding down the option key, and you'll see a whole new view of this menu.

Open System Settings > Network.; Under the Wi-Fi entry, click Advanced.; Click the More (…) icon to the right of a network name and select Copy Password.; You can also remove entries here by ...