To set up Metamask, install the browser extension for Chrome, Firefox, or Brave, and follow the registration process to create a new wallet. During setup, you will generate a unique seed phrase acting as a backup for wallet restoration. Afterward, you can fund your wallet with ethereum (ETH) or other compatible tokens.