diff --git a/.travis.yml b/.travis.yml
index e70eee6..04d3ba9 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,17 +1,17 @@
 language: d
 sudo: false
 
-d:
-  - dmd-2.064.2
-  - dmd-2.065.0
-  - dmd-2.066.1
-  - dmd-2.067.0
-  - ldc-0.14.0
-  - ldc-0.15.1
-  - gdc-4.9.0
+matrix:
+  include:
+    - d: dmd-2.064.2
+    - d: dmd-2.065.0
+    - d: dmd-2.066.1
+      env:
+        - COVERAGE=true
+    - d: dmd-2.067.0
+    - d: ldc-0.14.0
+    - d: ldc-0.15.1
+    - d: gdc-4.9.0
 
 script:
-  - dub test --compiler=${DC} -c library-nonet
-  - dub build --compiler=${DC}
-  - ./build.sh
-  - DUB=`pwd`/bin/dub COMPILER=${DC} test/run-unittest.sh
+  - ./travis-ci.sh
diff --git a/README.md b/README.md
index de6ff58..5245bb2 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# dub package manager [![Build Status](https://travis-ci.org/D-Programming-Language/dub.png)](https://travis-ci.org/D-Programming-Language/dub)
+# dub package manager [![Build Status](https://travis-ci.org/D-Programming-Language/dub.png)](https://travis-ci.org/D-Programming-Language/dub) [![Coverage Status](https://coveralls.io/repos/D-Programming-Language/dub/badge.svg)](https://coveralls.io/r/D-Programming-Language/dub)
 
 Package and build manager for [D](http://dlang.org/) applications and libraries.
 
diff --git a/travis-ci.sh b/travis-ci.sh
new file mode 100755
index 0000000..e1363d7
--- /dev/null
+++ b/travis-ci.sh
@@ -0,0 +1,19 @@
+#!/bin/bash
+
+set -e -o pipefail
+
+dub test --compiler=${DC} -c library-nonet
+
+if [ "$COVERAGE" = true ]; then
+    # library-nonet fails to build with coverage (Issue 13742)
+    dub test --compiler=${DC} -b unittest-cov
+    ./build.sh -cov
+else
+    ./build.sh
+fi
+DUB=`pwd`/bin/dub COMPILER=${DC} test/run-unittest.sh
+
+if [ "$COVERAGE" = true ]; then
+    dub fetch doveralls --version=~master
+    dub run doveralls --compiler=${DC}
+fi