Snubbers were originally intended for switching circuits to dampen the electrical noise generated by the arcing of contacts. They consist of a capacitor and resistor in series, the capacitor (typically around 0.1uF) passes a small current at 50Hz supply frequency but is quite low impedance to fast pulses, and the resistor (typically around 100R) serves to dampen any high frequency oscillations resulting from having inductance (motor, relay coil, etc) and capacitance together.
But now they are often put in parallel with one or more LED lights to provide an alternative path for the very small current that you can get passing via the capacitance of cables (in particular long runs for two-way switches, etc).
The part listed above from CPC is probably the best one to get, cheap enough and has insulated flexible wires that allow it to be fitted more easily in parallel with the LED light(s) (i.e. from L to N of one of the lights).