Can I take these liquids on an American Eagle flight?

Quick version: No, you cannot take regular-sized toiletries through TSA security. It doesn't matter which airline or whether it's a regional jet. It's a national standard. No liquid/gel containers larger than 3 oz/100 ml in carry-on baggage, and all such containers must fit in one one-quart ziplock bag.