Signal Detector (UHF Field Strength Meter)
I don't think this will work without some gain in the system.  Note that the circuit pointed out by @geniass uses multiple transistor stages before approaching an LED.  Unless you have a very very sensitive ammeter, I don't think it will register the current generated by the raw RF signal.