diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..d9dc2968
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,30 @@
+FROM alpine:3.5
+
+# Install Required Packages
+RUN apk add --update \
+  python-dev \
+  py-pip \
+  py-setuptools \
+  ca-certificates \
+  gcc \
+  musl-dev \
+  linux-headers \
+  yaml-dev \
+  libxslt-dev \
+  libxml2-dev \
+  zlib-dev
+
+RUN pip install --upgrade pip setuptools
+
+# Build euca2ools
+ADD . /root
+
+RUN cd ~/ \
+  && python setup.py install
+
+# Remove unneeded files
+RUN apk del gcc musl-dev linux-headers \
+  && rm -rf ~/* \
+  && rm -rf /var/cache/apk/*
+
+CMD ['ash']