They do taste good, but as already stated the bones make them more trouble than most people are willing to deal with.
I have made it a point to basically try all the legal fish species at the table that I have the opportunity to catch at least once just to be able to compare them against other fish and to authoritatively be able to tell others if they are good or not. I have to admit that I've been surprised many times. For instance, carp that are less than a foot long are some of the sweetest, mildest fillets that I have tried, but they (like the chub) have those pesky Y bones in their flesh that will choke you and are really not worth trying to cut out due to the shredding of the meat that will result. Now, score them across the fillet every 1/8-1/4" almost all the way through and fry them and they are delicious! I have tried chub that way and also smoked and they are good too. In fact, I personally think that young carp, young suckers, and chubs are actually better tasting than largemouth bass, but the bass gets kept for the table because it is far less of a hassle to prepare without choking on the stray bone or two that may missed in the rough fish.
I have bottled sucker and it is great for making "tuna" sandwiches or fish patties. Mud cats are also great eating if you can get one of the little buggers big enough to be worth the hassle.
I guess the message I would like to get out there is although I usually keep only the "normal" fish that everyone else keeps, I can attest to the fact that most fish I've had is good to eat and it TOTALLY depends on how they are care for and prepared according to each species particular bone structures and flesh type. It is very rare for me to keep "trash fish" unless I need catfish or laker bait. They are not as easy to prepare for the oven or fryer as a trout, perch, or catfish, but if your conscience nags at you from time to time about killing something for no other reason than because its a trash fish, by all means go ahead and try eating them, they taste just fine... Just be ready to invest a little more time in the filleting process.
Oh ya, back to the carp, it really takes a nose dive in taste and texture once they get bigger than about 14", but other fish think they taste grrrrreat
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