There's very little reason to buy weapons through an underground market like this. Most can be openly purchased in large parts of the country.
If it were difficult the US govt wouldn't be able to give weapons to friendly rebels around the world. Same with drugs, they are an easy source of income that doesn't need to be accounted for.