Go to page two of the website and find illustration number 524, which is the seal on the oil fill tube. It is Briggs part number 692296. This is what I feel is the cause of your oil leak, replace it.
Sorry but I am not familiar with what website you are referring to? How do I find page 2 and how do I find the part numbers? Is this part of this website or a toro site?