diff --git a/nailgun/setup.cfg b/nailgun/setup.cfg
new file mode 100644
index 0000000000..b028eada2f
--- /dev/null
+++ b/nailgun/setup.cfg
@@ -0,0 +1,4 @@
+[build_sphinx]
+all_files = 1
+build-dir = ../doc/build
+source-dir = ../docs
diff --git a/nailgun/test-requirements.txt b/nailgun/test-requirements.txt
index 94a8973d2c..61254b4837 100644
--- a/nailgun/test-requirements.txt
+++ b/nailgun/test-requirements.txt
@@ -1,4 +1,5 @@
 -r requirements.txt
+docutils>=0.11
 hacking==0.10
 mock==1.0.1
 nose==1.1.2
diff --git a/tox.ini b/tox.ini
index c829f606d9..12de078040 100644
--- a/tox.ini
+++ b/tox.ini
@@ -77,7 +77,7 @@ commands =
 setenv = NOSE_WITH_COVERAGE=1
 
 [testenv:venv]
-deps = -r{toxinidir}/nailgun/requirements.txt
+deps = -r{toxinidir}/nailgun/test-requirements.txt
 commands = {posargs:}
 
 [testenv:pep8]