The first sentence sounds natural. It is similar to:
- It's about time I opened my eyes...
- I need to face facts.
- It's time to face reality.
The 2nd sentence doesn't sound very natural because of "Something...". It would be more usual to say, e.g. "That was an eye opener", as presumably you would be referring to something specific.