The fruit of the coffee plant. Each cherry typically contains two coffee beans (seeds) surrounded by layers: skin (exocarp), fruit pulp (mesocarp), mucilage (pectin layer), parchment, silver skin, and finally the green bean.
When farmers say they "picked cherry," they mean they harvested the whole red (or yellow) fruit — the starting point for any process.