Whirlpool has retired so many shares that it acts more like a small capitalization stock, he said. Plus, it has a big business in Brazil that, after not doing so well, is now "on fire."

The second business is Black & Decker (BDK), a stock that is seeing the same shrinkage as Whirlpool, Cramer said. This is also trading more like a small-cap stock because the mutual funds need to buy much more of it to make a meaningful position, he said.

Next on the list is Allegheny Technologies (ATI), which has a total of 94 million shares that trade. The company makes high-tech steel, the kind ethanol needs to be shipped in. Fund managers want to be in this stock, and so should you, Cramer told viewers.

General Cable (BGC) is a play off cable companies wanting their wiring underground. Wall Street, he said, has a "voracious appetite for this stock that can't be satisfied."

Cramer named Honeywell (HON) as his fifth dirty dozen stock and said it is the largest-cap name of the small-cap plays he's naming off his list. Honeywell is playing the aerospace market and is a stock people should consider, Cramer said.

American Standard (ASD) was Cramer's next stock on the list. This one, he said, is being split into three companies. "Buy one, you get two for free."

Moving on, Johnson Controls (JCI) is a stock in the auto sector that is actually worth buying, Cramer said. This company has only 197 million shares trading, he added.

Cramer likes this infrastructure play because of its exposure to the Middle East.