If they don't list MA or Ph.D., they don't offer that program. Then you will see a list of faculty members, where they got their degrees and what their specialties are. This is where you see if there is a match for your interests. If they don't have a faculty member with your precise interests, this doesn't mean that you can't go there. Many faculty members have interests beyond those listed.
Many big programs admit many and graduate few.
It means heavy competition and may indicate other problems. You will also see how to get information on applying to each program. The on-line guides may actually have more information than the printed guide. Write, e-mail, or call each department that interests you. Ask for whatever information you need, and also for application materials.