You can get the list of the CSV files in the script and loop over them.
from os import listdir
from os.path import isfile, join
mypath = os.getcwd()
csvfiles = [f for f in listdir(mypath) if isfile(join(mypath, f)) if '.csv' in f]
for f in csvfiles:
pd.read_csv(f)
# the rest of your script