What is the primary difference between simple linear regression $($SLR$)$ and MLR$?$

There is no difference; they are interchangeable terms.

SLR analyzes multiple dependent variables, while MLR focuses on a single dependent variable.

SLR involves a single predictor and a response variable, while MLR involves multiple predictors.

SLR uses a curved line, while MLR uses a straight line.