diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 000000000..78fb894c0
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,9 @@
+[run]
+branch = True
+source = rinoh
+
+[paths]
+source =
+    src/rinoh
+    .tox/*/lib/python*/site-packages/rinoh
+    .tox/pypy*/site-packages/rinoh
diff --git a/.travis.yml b/.travis.yml
index 06a95eecd..b729fcf91 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -52,6 +52,9 @@ script:
   - function installpkg { [[ $DIST == "wheel" ]] && echo "--installpkg ./dist/rinohtype-*.whl"; }
   - $(timeout) tox -v $(installpkg)
 
+after_success:
+  - bash <(curl -s https://codecov.io/bash)
+
 notifications:
   webhooks:
     urls:
diff --git a/run_tests.sh b/run_tests.sh
index c5955e038..369ebf30a 100755
--- a/run_tests.sh
+++ b/run_tests.sh
@@ -6,7 +6,7 @@
 set -e      # exit as soon as one command returns a non-zero exit code
 
 if [[ $WITH_COVERAGE -eq 1 ]]; then
-    COVERAGE_ARGS="--cov=rinoh --cov-report="
+    COVERAGE_ARGS="--cov=rinoh"
 else
     COVERAGE_ARGS=
 fi