The Mage Guilds are only open from 11am to 11pm. This is also the case for the Fighters guild and the Knight orders......however...
Any outside door, including these guilds, can be opened by any open spell. If (11pm to 11am) you have an unfinished quest the quest giver (only) will be present, otherwise the guild hall will be empty.