diff --git a/.travis.yml b/.travis.yml
index accafd46f..92ee7eddb 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -18,6 +18,8 @@ install:
 
 script:
     - cd src/
-    - pytest
+    - pytest --cov
     - pycodestyle
+
+after_success:
     - coveralls
diff --git a/Pipfile b/Pipfile
index ac1210a7f..c261774e7 100644
--- a/Pipfile
+++ b/Pipfile
@@ -30,6 +30,7 @@ python-gnupg = "*"
 pytz = "*"
 pycodestyle = "*"
 pytest = "*"
+pytest-cov = "*"
 pytest-django = "*"
 pytest-sugar = "*"
 pytest-env = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index 001d69919..b22a0fd2b 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "55577c514e3544ebc24932836e0c06939bc0da36b29733be8e8f168394bf937d"
+            "sha256": "aea42201a211f2a064243b83231fc7e38760f88d620ab6e888512940e715eeaf"
         },
         "host-environment-markers": {
             "implementation_name": "cpython",
@@ -324,6 +324,13 @@
             ],
             "version": "==3.4.1"
         },
+        "pytest-cov": {
+            "hashes": [
+                "sha256:890fe5565400902b0c78b5357004aab1c814115894f4f21370e2433256a3eeec",
+                "sha256:03aa752cf11db41d281ea1d807d954c4eda35cfa1b21d6971966cc041bbf6e2d"
+            ],
+            "version": "==2.5.1"
+        },
         "pytest-django": {
             "hashes": [
                 "sha256:00995c2999b884a38ae9cd30a8c00ed32b3d38c1041250ea84caf18085589662",
diff --git a/requirements.txt b/requirements.txt
index 3b713e63e..2ace94306 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -31,6 +31,7 @@ pycodestyle==2.3.1
 pyflakes==1.6.0
 pyocr==0.5
 pytest==3.4.1
+pytest-cov==2.5.1
 pytest-django==3.1.2
 pytest-env==0.6.2
 pytest-forked==0.2
diff --git a/src/setup.cfg b/src/setup.cfg
index ed8efebfb..e70395525 100644
--- a/src/setup.cfg
+++ b/src/setup.cfg
@@ -11,5 +11,9 @@ env =
   PAPERLESS_SECRET=paperless
   PAPERLESS_EMAIL_SECRET=paperless
 
-[coverage:paths]
-source = ./
+
+[coverage:run]
+source =
+  ./
+omit =
+  */tests