I had recently upgraded SQL 2012 to SP2 and when done, the SQL Agent would not start.

I was seeing Access Denied in the Event Log

Here is how I fixed it. It may not work for you but, I wanted to throw this out there:

sp_configure 'show advanced options', 1

sp_configure 'Agent XPs', 1

Reconfigure