Oil leak near the oil filter and oil pressure switch only do it when I start it

It it's not too large of a leak, let it go. Just keep and eye on the engine oil level.

My 2005 grand marquis had a power steering fluid leak. I dried off the pressure sensor, started the car and saw the pressure sender was leaking. Very easy to change it. If it is oil leaking, check the oil pressure sender.