It won't change K, which is - as the name implies - constant.
It will change Q - reaction quotient, which looks exactly like K - for a moment, but then the system won't be at equilibrium. It will start reacting and Q will start to change till Q=K.
Q is something that describes current state of the system, K is a value Q will reach when the system gets to equilibrium. K is constant, Q can take any value.