Restrictions Based on Convictions: Yes. But you can file for a permit with the Secretary of the Maryland State. You can apply here.
Documentation or Licensing: Permit is required if you have been convicted, if not there is no requirements.
Where to Purchase: Can be purchased from dealers, retailers, or online suppliers.
Official Government Source: Maryland Code