The Stumpfwald Railway is a 600 mm narrow gauge heritage railway that has operated since 1996 in the Stumpfwald, a woodland area in the north of the Palatine Forest in the municipality of Ramsen.

The Stumpfwald is part of the northern Palatine Forest and is located in the south of the German state of Rhineland-Palatinate. It covers an area of about 150 km2, most of which is part of North Palatinate and runs from west to east on the territories of Enkenbach-Alsenborn and Ramsen. It has given its name to the Stumpfwaldgericht, an old thingstead, and the heritage line of the Stumpfwald Railway.