FCC maintains a current list that consolidates the headlines from 2003 - present. It is possible to filter the headlines by Bureau or Office and by document type.
There is an archive of headlines from 1996-2002 available here. The archive is arranged by year with each headline organized consecutively by date of issue with the most recent at the top of the list.
The FCC, as well as individual Bureaus, have RSS feeds. There are RSS feeds for document types, such as commissioner's statements, public notices, and broadcast applications, as well. All feeds are available here.
Electronic Comment Filing System
It is possible to set up an RSS feed of ECFS activity. See this page for instructions.