Sounds like you've got problems with the hydraulic system.
Have you checked fluid levels?
Even if you're not leaking fluid, it's possible that the seals on the master or slave cylinder are beginning to die. If the piston can't compress the hydraulic fluid fully, the end result can be a mushy pedal.