The Stata command rddqte implements the estimators suggested in Frandsen, Frölich and Melly (2012, “Quantile treatment effects in the regression discontinuity design”).
The easiest way to install the commands is to type
net install rddqte, from("https://raw.githubusercontent.com/bmelly/Stata/main/")
on the Stata command prompt.