The concept is pretty simple: Roll a D100 for the first part of the name on the first list, the another D100 on the second list for the latter half. Put them together and voila, you have a fantasy name worthy of Tolkien himself. Uses the basic Adjective-Noun or Noun-Noun combinations.
Use the lists to generate inns, taverns, towns, cities, guilds, houses, or any geographic feature that you need.
See below for the lists.