diff --git a/README.md b/README.md
index 207c10e..7f2811c 100644
--- a/README.md
+++ b/README.md
@@ -23,16 +23,21 @@ A demo at repl.it (https://repl.it/@ChengTan/cgra-flow) shows some features of C
 
 Docker
 --------------------------------------------------------
-The docker image is available [here](https://hub.docker.com/layers/cgra/cgra-flow/demo/images/sha256-7ca327d24f555376d91cba6fa30e3fbaa4a4c0d4053a82ac9059c374a3dee5bd?context=repo).
+The docker image is available
+[here](https://hub.docker.com/r/cgra/cgra-flow/tags).
 
 As CGRA-Flow requires GUI, a script is provided for setting up the display:
 ```sh
  docker pull cgra/cgra-flow:demo
 
- # if this is your first time establishing a container for CGRA-Flow:
- sh ./run_docker.sh
- # else, use the following command to reopen the same container: 
- sh ./start_docker.sh
+ # For Mac users like me:
+ sh ./run_mac_docker.sh
+
+ # Otherwise, if this is your first time establishing a container for CGRA-Flow:
+ # sh ./run_docker.sh
+ # Else, use the following command to reopen the same container:
+ # sh ./start_docker.sh
+ # Or try to setup GUI (X-11) by yourself.
 
  # Don't forget to activate the python virtual environment once you are in the container:
  source /WORK_REPO/venv/bin/activate
diff --git a/run_mac_docker.sh b/run_mac_docker.sh
new file mode 100644
index 0000000..476e16a
--- /dev/null
+++ b/run_mac_docker.sh
@@ -0,0 +1,28 @@
+#!/usr/bin/env bash
+
+CONTAINER=cgra/cgra-flow:demo
+COMMAND=/bin/bash
+NIC=en0
+
+# Grab the ip address of this box
+IPADDR=$(ifconfig $NIC | grep "inet " | awk '{print $2}')
+
+DISP_NUM=$(jot -r 1 100 200)  # random display number between 100 and 200
+
+PORT_NUM=$((6000 + DISP_NUM)) # so multiple instances of the container won't interfer with eachother
+
+socat TCP-LISTEN:${PORT_NUM},reuseaddr,fork UNIX-CLIENT:\"$DISPLAY\" 2>&1 > /dev/null &
+
+XSOCK=/tmp/.X11-unix
+XAUTH=/tmp/.docker.xauth.$USER.$$
+touch $XAUTH
+xauth nlist $DISPLAY | sed -e 's/^..../ffff/' | xauth -f $XAUTH nmerge -
+
+docker run \
+    -it \
+    --rm \
+    -v $XSOCK:$XSOCK:rw \
+    -v $XAUTH:$XAUTH:rw \
+    -e DISPLAY=$IPADDR:$DISP_NUM \
+    -e XAUTHORITY=$XAUTH \
+    $CONTAINER