diff --git a/.travis.yml b/.travis.yml
index 6df4f7cfb1d..c54264e591f 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -4,6 +4,7 @@ dist: trusty
 cache:
   directories:
     - $HOME/.cache/pip
+
 python:
   - "pypy-5.4.1"
   - "3.6"
@@ -11,38 +12,22 @@ python:
   - "3.4"
   - "2.7"
   - "nightly"
+
 env:
   global:
     - TEST='-v --durations 25'
     - PYTHONFAULTHANDLER=x
     - PYTHONWARNINGS=all
     - SKIP_LATEX_BUILD=1
-  matrix:
-    - DOCUTILS=0.13.1
-    - DOCUTILS=0.14
-matrix:
-  exclude:
-    - python: "3.4"
-      env: DOCUTILS=0.13.1
-    - python: "3.5"
-      env: DOCUTILS=0.13.1
-    - python: "3.6"
-      env: DOCUTILS=0.13.1
-    - python: nightly
-      env: DOCUTILS=0.13.1
-    - python: "pypy-5.4.1"
-      env: DOCUTILS=0.13.1
+
 addons:
   apt:
     packages:
       - graphviz
       - imagemagick
+
 install:
-  - pip install -U pip setuptools
-  - pip install docutils==$DOCUTILS
-  - pip install -r test-reqs.txt
-  - if [[ $TRAVIS_PYTHON_VERSION == '3.6' ]]; then python3.6 -m pip install mypy typed-ast; fi
+  - pip install tox-travis
+
 script:
-  - flake8
-  - if [[ $TRAVIS_PYTHON_VERSION == '3.6' ]]; then make type-check test-async; fi
-  - if [[ $TRAVIS_PYTHON_VERSION != '3.6' ]]; then make test; fi
+  - tox
diff --git a/tox.ini b/tox.ini
index d0fa3c40710..8896d83fcc7 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,12 @@
 [tox]
-envlist=flake8,py27,py34,py35,py36,pypy,du14,du13,du12,du11
+envlist=docs,flake8,mypy,py27,py34,py35,py36,pypy,du14,du13,du12,du11
+
+[travis]
+python =
+    2.7: py27, flake8, docs
+    3.4: py34, du11, du12, du13, du14
+    3.5: py35, mypy
+    3.6: py36
 
 [testenv]
 passenv = https_proxy http_proxy no_proxy
@@ -16,7 +23,6 @@ setenv =
     PYTHONDONTWRITEBYTECODE = true
 commands=
     {envpython} -Wall tests/run.py --ignore tests/py35 --cov=sphinx {posargs}
-    sphinx-build -q -W -b html -d {envtmpdir}/doctrees doc {envtmpdir}/html
 
 [testenv:flake8]
 deps=flake8
@@ -41,7 +47,6 @@ deps=
     {[testenv]deps}
 commands=
     {envpython} -Wall tests/run.py --cov=sphinx {posargs}
-    sphinx-build -q -W -b html -d {envtmpdir}/doctrees doc {envtmpdir}/html
 
 [testenv:mypy]
 deps=