The reason is because index.php files are not defined as default files, and directlory listing is disabled on your server.
To rectify the problem, you will need to add index.php to the list of default pages on your server.
If you run Apache you would have to add index.php to your DirectoryIndex Directive in the Apache config file or even your .htaccess file.
More info: