As Martin says, B&Q sell it - I'd go for their heavy duty stuff - it's much pricier but really sticks superbly, especially on some pedalboard surfaces, which don't take adhesives too well.
If it's for use on good, smooth surfaces, then you could also try the stuff you can get in Maplins, which - I've just started using, and am very pleaded with so far.