Remove glass fuses without breaking them?

Okay, so I just changed my fuses, but I cannot for the life of me, take each one out without breaking them. I looked behind each fuse and theres no mechanism to push them out.
And when replacing them, put on a dab of dielectric grease and You won't have that problem again.