Well, there isn't a definite number of cough drops, the consumption of which could cause toxicity in dogs. It is quite evident that more cough drops mean more harm. But, sometimes, even a single cough drop can lead to dangerous consequences. It depends on your dog's weight, age, and so on. Also, if the cough drop had xylitol, even a single drop of the medicine may harm your dog.