Yes, there are direct replacements available.

See, for example: http://www.ledtronics.com/markets/25mm_med_index.htm

"What you have in your house" is an 'Edison Screw Base', though be
sure to think about where your fixture was made; if it's a European
import it may have 'European Screw Base', which is slightly longer.

MW