diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 0000000..67d158d
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,20 @@
+# Source
+.bumpversion.cfg
+.dockerignore
+.gitignore
+.travis.yml
+CONTRIBUTING.rst
+docker-compose.yml
+Dockerfile
+requirements.txt
+tests.py
+tox.ini
+
+# Generated
+.tox
+.coverage
+*.rdb
+junit*xml
+
+# Other
+.project
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..257f59d
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,23 @@
+FROM python:3.3
+
+ENV APP_DIR=/usr/src/snappass
+
+RUN groupadd -r snappass && \
+    useradd -r -g snappass snappass && \
+    mkdir -p $APP_DIR
+
+WORKDIR $APP_DIR
+
+COPY ["setup.py", "MANIFEST.in", "README.rst", "AUTHORS.rst", "$APP_DIR/"]
+COPY ["./snappass", "$APP_DIR/snappass"]
+
+RUN python setup.py install && \
+    chown -R snappass $APP_DIR && \
+    chgrp -R snappass $APP_DIR
+
+USER snappass
+
+# Default Flask port
+EXPOSE 5000
+
+CMD ["snappass"]
diff --git a/README.rst b/README.rst
index 500e8e1..915b854 100644
--- a/README.rst
+++ b/README.rst
@@ -59,3 +59,16 @@ be kept secret.  See the `Flask Documentation`_ for more information.
 need to change this.
 
 `NO_SSL` if you are not using SSL.
+
+Docker
+------
+
+Alternatively, you can use `Docker`_ to install and run SnapPass:
+.. _Docker: https://www.docker.com/
+
+::
+
+    $ docker build -t snappass .
+    $ docker-compose up -d
+
+This will pull all dependencies, i.e. Redis and appropriate Python version.
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..3007635
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,13 @@
+---
+snappass:
+    image: snappass
+    ports:
+        - "5000:5000"
+    links:
+        - "redis:redis"
+    environment:
+        - REDIS_HOST=redis
+        - NO_SSL=True
+
+redis:
+    image: "redis:latest"
diff --git a/setup.py b/setup.py
index edce534..f6c0408 100644
--- a/setup.py
+++ b/setup.py
@@ -32,5 +32,6 @@ setup(
         'Programming Language :: Python :: 3.3',
         'Topic :: Software Development :: Libraries :: Python Modules',
     ],
+    zip_safe=False,
 )