Agreed. Check if you have that link embedded in your home page source. View-source and then search for mydomain/feed/
It's not good to have dead links and that may penalize you slightly.
Regards,
Mark
PS: If you found this helpful, please rate Wordfence 5 stars.
http://wordpress.org/plugins/wordfence/