Even smaller cichlids can kill larger invertebrates. I would not recommend placing peaceful 'flower/wood/bamboo/' shrimp with any cichlid. That type of shrimp has absolutely no means of defense, and must feed out in the open, where a strong current resides.
Some people have been able to keep shrimp with cichlids, but I would not recommend it to anyone. Other fish to keep away form invertebrates are angles, puffers, loaches, etc.
If you really want shrimp, I also recommend setting up a species, or invert only tank. Also note that invertebrates of differing species have different water requirements. So research prior to purchasing. Otherwise, you may loose money. Good luck!