301 redirection from with index.php to without URLs

This can be done using .htaccess file. Open it and add the following code:

RewriteCond %{THE_REQUEST} ^.*/index\.php
RewriteRule ^(.*)index.php$ http://www.joomace.net [R=301,L]

Change the joomace.net part with your site's domain.