diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..5760a80
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,11 @@
+FROM python:3.6
+MAINTAINER Zach Mullen <zach.mullen@kitware.com>
+
+RUN apt-get update && apt-get install -y libglapi-mesa libosmesa6 freeglut3-dev && \
+    pip install cmake ninja scikit-build
+
+COPY . /VTKPythonPackage
+
+RUN cd VTKPythonPackage && \
+    VTK_CMAKE_ARGS="-DVTK_Group_Web:BOOL=ON" python setup.py bdist_wheel
+RUN pip install /VTKPythonPackage/dist/vtk-*.whl