How about yellow?
If it is totally blue, without yellow, and looks like a mini blowtorch engulfing the last third of the thermocouple, then that rules out a bad regulator, and a dirty or misaligned pilot flame on the thermocouple.
You mentioned;
"I just got back from ace got a new thermocouple and going to see if I can get it to stay in one position over the flame I have already disassembled the hole furnace and found the thermocouple was floating around in its socket on the side of the burner box. I am going to try to get it fixed in one position securely and get it adjusted right with the tip just in the flame
If all is installed correctly and looks as described above, without being there to see it, I'd have to guess the control valve is bad.
Is the thermocouple installed gently into the gas valve?
It should be tightened until just snug, then another 1/4 turn.
No kinks or damage to the new thermocouple?
Maybe the last owner knew it didn't work, and thus threw it out?
Any time you are dealing with an old furnace it is a real gamble. Besides thermocouples and gas valves, you have the heat exchanger to be concerned with, as well as motors and on the newer ones, control boards.
A couple days ago I looked at a hanging heater in a public laundromat. The heater looked brand new, very pretty...except for a small rusty spot in the top corner of the heat exchanger. A closer look showed a finger sized hole all the way through.
The heater has been in continuous use every winter for years, and for quite a few has been pumping CO into the room where the patrons patiently waited for their laundry to finish.
Point is, sometimes saving a couple dollars isn't worth the risk.
If you have the knowledge and skills and equipment/tools to test and verify something is safe, great! Recycling is good.
But if you don't, it is in some cases like pulling the trigger without knowing how to check first to see if the gun is loaded.
Rob
Waiting for "someday" will leave you on your deathbed wondering why you didn't just rearrange your priorities and enjoy the time you had, instead of waiting for a "better" time to come along...