diff --git a/.travis.yml b/.travis.yml
new file mode 100644
index 0000000..e0d0a16
--- /dev/null
+++ b/.travis.yml
@@ -0,0 +1,30 @@
+language: python
+
+cache: pip
+
+services:
+  - redis-server
+
+python:
+  - "3.3"
+  - "3.4"
+  - "3.5"
+  - "3.5-dev"
+  - "nightly"
+
+install:
+  - pip install coveralls
+  - pip install codecov
+  - pip install .
+
+script:
+  - coverage run --parallel-mode --source=qos_server qos_server/__init__.py &
+  - pid=$!
+  - sleep 5
+  - curl http://127.0.0.1:8888/query/www.microsoft.com
+  - curl http://127.0.0.1:8888/query/80.169.63.162
+  - kill -s INT $pid
+
+after_success:
+  - codecov
+  - coveralls
diff --git a/README.md b/README.md
index 9fead71..11d3f7a 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,5 @@
+[![Build Status](https://travis-ci.org/adulau/pdns-qof-server.svg?branch=master)](https://travis-ci.org/adulau/pdns-qof-server)
+
 Passive DNS server interface
 ============================
 
diff --git a/qos_server/__init__.py b/qos_server/__init__.py
index 7a36884..7354bbb 100644
--- a/qos_server/__init__.py
+++ b/qos_server/__init__.py
@@ -26,7 +26,7 @@ import sys
 import signal
 from ipaddress import ip_address
 
-from .query import QueryRecords
+from qos_server.query import QueryRecords
 
 
 def handle_signal(sig, frame):