diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..08e542552
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,5 @@
+FROM swift:5.0.1
+
+WORKDIR /SwagGen
+COPY . /SwagGen
+RUN make install
diff --git a/README.md b/README.md
index e260ba28d..f0e673613 100644
--- a/README.md
+++ b/README.md
@@ -69,6 +69,16 @@ import SwagGenKit
 import Swagger
 ```
 
+## Docker
+
+`airtasker/swaggen` image acts as a standalone executable. It can be used as an alternative to installing via homebrew, or for developers who are unable to install Xcode.
+
+To generate code with this image, you'll need to mount a local location as a volume. If you want to pass Swagger spec as a file it needs to be inside the mounted volume. Custom templates and the output destination should also be inside the mounted volume.
+
+```sh
+$ docker run --rm -v local_dir:/workdir airtasker/swaggen swaggen generate /workdir/api.yml --destination /workdir/generated --template Templates/Swift/template.yml
+```
+
 ## Usage
 
 Use `--help` to see usage information