diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 00000000..d4eb9eeb
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,11 @@
+# Exclude a bunch of stuff which can make the build context a larger than it needs to be
+.git/
+test/
+webapp/
+lib/
+node_modules/
+electron_app/
+karma-reports/
+.idea/
+.tmp/
+config.json*
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 00000000..79ee1f68
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,31 @@
+# Builder
+FROM node:10-alpine as builder
+
+# Support custom branches of the react-sdk and js-sdk. This also helps us build
+# images of riot-web develop.
+ARG USE_CUSTOM_SDKS=false
+ARG REACT_SDK_REPO="https://github.com/matrix-org/matrix-react-sdk.git"
+ARG REACT_SDK_BRANCH="master"
+ARG JS_SDK_REPO="https://github.com/matrix-org/matrix-js-sdk.git"
+ARG JS_SDK_BRANCH="master"
+
+RUN apk add --no-cache git dos2unix
+
+WORKDIR /src
+
+COPY . /src
+RUN dos2unix /src/scripts/docker-link-repos.sh && sh /src/scripts/docker-link-repos.sh
+RUN yarn install
+RUN yarn build
+
+# Copy the config now so that we don't create another layer in the app image
+RUN cp /src/config.sample.json /src/webapp/config.json
+
+
+# App
+FROM nginx:latest
+
+COPY --from=builder /src/webapp /app
+
+RUN rm -rf /usr/share/nginx/html \
+ && ln -s /app /usr/share/nginx/html
diff --git a/README.md b/README.md
index 28c6b244..3fea9815 100644
--- a/README.md
+++ b/README.md
@@ -253,6 +253,42 @@ To change the config.json for the desktop app, create a config file which will b
 
 In the paths above, `$NAME` is typically `Riot`, unless you use `--profile $PROFILE` in which case it becomes `Riot-$PROFILE`.
 
+Running from Docker
+===================
+
+The Docker image can be used to serve riot-web as a web server. The easiest way to use 
+it is to use the prebuilt image:
+```bash
+docker run -p 80:80 vectorim/riot-web
+``` 
+
+To supply your own custom `config.json`, map a volume to `/app/config.json`. For example, 
+if your custom config was located at `/etc/riot-web/config.json` then your Docker command
+would be:
+```bash
+docker run -p 80:80 -v /etc/riot-web/config.json:/app/config.json vectorim/riot-web
+```
+
+To build the image yourself:
+```bash
+git clone https://github.com/vector-im/riot-web.git riot-web
+cd riot-web
+git checkout master
+docker build -t vectorim/riot-web .
+```
+
+If you're building a custom branch, or want to use the develop branch, check out the appropriate
+riot-web branch and then run:
+```bash
+docker build -t vectorim/riot-web:develop \
+    --build-arg USE_CUSTOM_SDKS=true \
+    --build-arg REACT_SDK_REPO="https://github.com/matrix-org/matrix-react-sdk.git" \
+    --build-arg REACT_SDK_BRANCH="develop" \
+    --build-arg JS_SDK_REPO="https://github.com/matrix-org/matrix-js-sdk.git" \
+    --build-arg JS_SDK_BRANCH="develop" \
+    .
+```
+
 Labs Features
 =============
 
diff --git a/scripts/docker-link-repos.sh b/scripts/docker-link-repos.sh
new file mode 100644
index 00000000..816b2e04
--- /dev/null
+++ b/scripts/docker-link-repos.sh
@@ -0,0 +1,30 @@
+#!/bin/sh
+
+set -ex
+
+if [ $USE_CUSTOM_SDKS == false ]
+then
+    echo "skipping react-sdk and js-sdk installs: USE_CUSTOM_SDKS is false"
+    exit 0
+fi
+
+echo "Linking js-sdk"
+git clone $JS_SDK_REPO js-sdk
+cd js-sdk
+git checkout $JS_SDK_BRANCH
+yarn link
+yarn install
+cd ../
+
+echo "Linking react-sdk"
+git clone $REACT_SDK_REPO react-sdk
+cd react-sdk
+git checkout $REACT_SDK_BRANCH
+yarn link
+yarn link matrix-js-sdk
+yarn install
+cd ../
+
+echo "Setting up riot-web with react-sdk and js-sdk packages"
+yarn link matrix-js-sdk
+yarn link matrix-react-sdk