Wordpress - How to save Admin FTP password

You can save this information on your wp-config.php file:

define('FTP_HOST', 'ftp_host');
define('FTP_USER', 'ftp_username');
define('FTP_PASS', 'ftp_password');

More info (WordPress Codex)