water pump leak

I just replaced my water pump on my 66 dart and one bolt has a small weep of coolant at the bolt head. Now my question.After draining, Can I just pull out the bolt and use a permatex gasket sealer to stop the leak? There are no other leaks anywhere around the pump. Can the coolant follow the bolt towards the timing chain area? I'm fairly new at auto repairs.

Thanks