diff --git a/stack-brew.py b/stack-brew.py
new file mode 100644
index 0000000..015f151
--- /dev/null
+++ b/stack-brew.py
@@ -0,0 +1,56 @@
+#!/usr/bin/env python3
+import yaml
+import sys
+import netifaces as ni
+
+ni.ifaddresses('en0')
+ip = ni.ifaddresses('en0')[ni.AF_INET][0]['addr']
+
+# List of clients
+CLIENTS = ['flask', 'vue', 'rubyonrails']
+
+# docker-compose.yml skeleton to fill out using "service" entries above.
+COMPOSITION = {'version': '3', 'services': {}}
+
+if __name__ == '__main__':
+
+    error_clients = []
+    error_services = []
+    installation_path = sys.argv[1]
+    args = sys.argv[2:]
+    args = list(dict.fromkeys(args))
+
+    services = [x for x in args if x not in CLIENTS]
+    clients = [x for x in args if x in CLIENTS]
+
+    # Loads the master yaml containing docker service definitions
+    with open(installation_path+'/master.yaml') as master_service_file:
+        master_services = yaml.load(master_service_file, Loader=yaml.FullLoader)
+
+    # Populates clients in docker-compose
+    for client in clients:
+        if client in master_services:
+            COMPOSITION['services'][client] = master_services[client]
+            COMPOSITION['services'][client]['depends_on'] = []
+        else:
+            error_clients.append(client)
+            CLIENTS.remove(client)
+
+    # Populates services requested by user
+    for service in services:
+        if service in master_services:
+            for client in clients:
+                COMPOSITION['services'][client]['depends_on'].append(service)
+            COMPOSITION['services'][service] = master_services[service]
+        else:
+            error_services.append(service)
+        if service == 'kafka':
+            COMPOSITION['services'][service]['environment']['KAFKA_ADVERTISED_HOST_NAME'] = ip
+
+    with open(installation_path+'docker-compose.yml', 'w') as outfile:
+        yaml.dump(COMPOSITION, outfile, default_flow_style=False, indent=2)
+
+    if len(error_services) > 0:
+        print("Couldn't add the following services: ")
+        for service in error_services:
+            print("- " + service + "\n")
diff --git a/stackbox-brew.sh b/stackbox-brew.sh
index 2bb6166..f2156be 100644
--- a/stackbox-brew.sh
+++ b/stackbox-brew.sh
@@ -7,6 +7,7 @@ echo "\__ \ || (_| | (__|   <| |_) | (_) >  <"
 echo '|___/\__\__,_|\___|_|\_\_.__/ \___/_/\_\'
 printf "\n"
 echo "######## SELECT YOUR STACK #############"
+printf "\n"
 
 stack=()
 installationPath=$(brew --cellar stackbox)/$(brew info --json stackbox | jq -r '.[0].installed[0].version')
@@ -28,6 +29,7 @@ do
     esac
 done
 
+printf "\n"
 PS3='Select your backend: '
 
 echo "BACKEND OPTIONS:"
@@ -112,11 +114,11 @@ python3_version=$(python3 --version)
 if beginswith "Python 3" "$python_version" ;
 then
   var="$(pip --disable-pip-version-check install -r $installationPath/requirements.txt) > /dev/null "
-  python $installationPath/stack.py ${stack[*]}
+  python $installationPath/stack.py $installationPath ${stack[*]}
 elif beginswith "Python 3" "$python3_version";
 then
   var="$(pip3  --disable-pip-version-check install -r $installationPath/requirements.txt) > /dev/null"
-  python3 $installationPath/stack.py ${stack[*]}
+  python3 $installationPath/stack.py $installationPath ${stack[*]}
 else
   echo "Unable to find a python 3 installation"
 fi
@@ -133,6 +135,7 @@ sleep 5
 
 printf "\n"
 echo "######## YOUR STACK ########################"
+printf "\n"
 
 containers=$(docker ps --format '{{.Names}}')
 ports="$(docker ps --format '{{.Ports}}')"
@@ -165,6 +168,7 @@ done
 
 printf "\n"
 echo "######## SETTING YOUR CODE DIRECTORY #############"
+printf "\n"
 
 mkdir stackbox
 cp -r $installationPath/. stackbox/