I'm guessing there might be a 20V version that might address floobydust's concern too.
Consider the 16.5 V, I linked to above.
Unloaded, it is probably 20 V or more, because transformers tend to increase their output voltage, when they have little/no output current (Transformer's Load Regulation).
(Rough rule of thumb, before voltage losses, such as diodes), gives approaching 30 V, but the circuit also has 5.1 V (see original schematic) on the other rail, giving around 35 V, minus diode drops.
But the op-amps (depending on what you have exactly), may only be specified to 36 V.
So, maybe 16.5 V (AC), is around the practical limit, for this exaggerated spec power supply kit.
(Including diode drops, could increase that to 18 V AC, but on the other hand, mains voltage, can fluctuate, so best to have a safety margin).
tl;dr
Even 20 V AC, could be too high, when considering transformer load regulation, and possible mains voltage fluctuations.
On the other hand, you could be very lucky, and have the 44 V rated op-amps, people talk about, but it is not clear, what you have.
EDIT:
I can believe/agree, that if you carefully checked the components you have in the kit (especially what op-amps they really are), accurately calculated all the voltages (including diode drops etc), that some AC figure of around 20 V (AC), would be ok (with the possible exception of mains voltage fluctuations).
But, I feel more comfortable, with a bit of safety margin, hence the lower transformer V AC recommendations, plus your supplier doesn't seem to do ones of 20 V AC, that I could see (pre-cased ones).