I am in the same boat as you. I have rheumatoid arthritis and it sucks.
How's your diet? When I eat like crap, everything aches but when I eat clean the pain is much more manageable. Fish oil helps but takes a little while to kick in. I also found Celadrin to be beneficial as well as boswelia.
What I also found to be very beneficial is doing joint mobility work. High rep, slow, controlled movements gets the blood flowing and seems to lubricate the joints.
I also use blue emu oil for pain relief. Hope this helps.