I've heard this is a common problem, and I had the same problem with my little guy. I eventually gave him to a fellow RCer who had a large tank with lots of variety.
I had been told that some of them will eat algae tablets that are sold for bottomfeeding freshwater fish - might want to try that. My Blenny didn't touch them, though.