diff --git a/README.md b/README.md
index 35ea35a87..6b394eecf 100644
--- a/README.md
+++ b/README.md
@@ -4,7 +4,7 @@ to prepare a new host:
 sudo apt-get install software-properties-common
 sudo apt-add-repository -y ppa:nginx/stable
 sudo apt-get update
-sudo apt-get install -y git python-virtualenv python-dev phantomjs 
+sudo apt-get install -y git python-virtualenv python-dev phantomjs libjpeg8 libjpeg62-dev libfreetype6 libfreetype6-dev
 sudo apt-get install -y nginx-full
 ```
 
diff --git a/tools/freeloaders.py b/tools/freeloaders.py
new file mode 100644
index 000000000..ad6b37722
--- /dev/null
+++ b/tools/freeloaders.py
@@ -0,0 +1,25 @@
+from data import model
+from data.database import User
+from app import stripe
+from data.plans import get_plan
+
+def get_private_allowed(customer):
+  if not customer.stripe_id:
+    return 0
+
+  subscription = stripe.Customer.retrieve(customer.stripe_id).subscription
+  if subscription is None:
+    return 0
+
+  plan = get_plan(subscription.plan.id)
+  return plan['privateRepos']
+
+# Find customers who have more private repositories than their plans allow
+users = User.select()
+
+usage = [(user.username, model.get_private_repo_count(user.username),
+          get_private_allowed(user)) for user in users]
+
+for username, used, allowed in usage:
+  if used > allowed:
+    print('Violation: %s %s > %s' % (username, used, allowed))