Myoglobin is the oxygen-binding protein found in muscle tissue that gives red meat its characteristic color. It contains a heme group with iron that binds oxygen, similar to hemoglobin in blood. Hemoglobin is found in blood, not muscle tissue itself, making myoglobin the correct answer.