diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..3a8203c
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,33 @@
+# First, compile JS stuff
+FROM node
+WORKDIR /src/
+COPY . .
+RUN npm install -g requirejs uglify-js jade bower
+RUN make init js
+
+# Second, create virtualenv
+FROM python:3-stretch
+WORKDIR /src/
+COPY --from=0 /src .
+RUN apt-get -qqy update && apt-get -qqy install python3-dev sqlite3
+RUN python3 -m venv /isso \
+ && . /isso/bin/activate \
+ && python setup.py install \
+ && pip install gunicorn
+
+# Third, create final repository
+FROM python:3-slim-stretch
+WORKDIR /isso/
+COPY --from=1 /isso .
+
+# Configuration
+VOLUME /db /config
+EXPOSE 8080
+ENV ISSO_SETTINGS /config/isso.cfg
+CMD ["/isso/bin/gunicorn", "-b", "0.0.0.0:8080", "-w", "4", "--preload", "isso.run"]
+
+# Example of use:
+#
+# docker build -t isso .
+# docker run -it --rm -v /opt/isso:/config -v /opt/isso:/db -v $PWD:$PWD isso /isso/bin/isso -c \$ISSO_SETTINGS import disqus.xml
+# docker run -d --rm --name isso -p 8080:8080 -v /opt/isso:/config -v /opt/isso:/db isso
diff --git a/docs/docs/install.rst b/docs/docs/install.rst
index 44d829f..eb2ef35 100644
--- a/docs/docs/install.rst
+++ b/docs/docs/install.rst
@@ -149,7 +149,18 @@ Prebuilt Packages
 * Fedora: https://copr.fedoraproject.org/coprs/jujens/isso/ — copr
   repository. Built from Pypi, includes a systemctl unit script.
 
-* Docker Image: https://registry.hub.docker.com/u/bl4n/isso/
+Build a Docker image
+--------------------
+
+You can get a Docker image by running ``docker build . -t
+isso``. Assuming you have your configuration in ``/opt/isso``, you can
+use the following command to spawn the Docker container:
+
+.. code-block:: sh
+
+    ~> docker run -d --rm --name isso -p 127.0.0.1:8080:8080 -v /opt/isso:/config -v /opt/isso:/db isso
+
+Then, you can use a reverse proxy to expose port 8080.
 
 Install from Source
 -------------------