diff --git a/.travis.yml b/.travis.yml
index 96744ae..4ae87b0 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,9 +1,19 @@
-language: bash
+language: python
+
+cache: pip
 
 sudo: required
 
 dist: trusty
 
+python:
+    - "2.7"
+    - "3.3"
+    - "3.4"
+    - "3.5"
+    - "3.5-dev"
+    - "nightly"
+
 install:
     - git clone https://github.com/stedolan/jq.git
     - pushd jq
@@ -12,6 +22,11 @@ install:
     - make
     - sudo make install
     - popd
+    - git clone https://github.com/MISP/PyTaxonomies.git
+    - pushd PyTaxonomies
+    - pip install .
+    - popd
 
 script:
     - cat */*.json | jq .
+    - pytaxonomies -l MANIFEST.json -a