diff --git a/.travis.yml b/.travis.yml
index e3ed5fa..d88f2b8 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -30,6 +30,10 @@ before_install:
   - export PATH="$HOME/bin:$PATH"
 
 install:
+  - pip install coveralls
   - pip install tox-travis
 
 script: tox
+
+after_success:
+  - coveralls
diff --git a/ci/run_coveralls.py b/ci/run_coveralls.py
deleted file mode 100644
index 35e719b..0000000
--- a/ci/run_coveralls.py
+++ /dev/null
@@ -1,19 +0,0 @@
-#!/bin/env/python
-
-"""Runs coveralls if in Travis CI build environment. Taken from
-http://stackoverflow.com/a/33012308/1960601
-"""
-
-import os
-import sys
-
-from subprocess import call
-
-
-if __name__ == '__main__':
-    if sys.platform.lower().startswith('java'):
-        print("Export to coveralls skipped for Jython")
-        sys.exit(0)
-    if 'TRAVIS' in os.environ:
-        rc = call('coveralls')
-        raise SystemExit(rc)
diff --git a/tox.ini b/tox.ini
index d916a25..1cf242f 100644
--- a/tox.ini
+++ b/tox.ini
@@ -25,7 +25,7 @@ deps =
   py26: urllib3[secure]
   py: JPype1==0.6.2
   jip==0.9.10
-  coveralls
+  coverage
 commands =
   python --version
   python ci/jipconf_subst.py {envdir} {toxworkdir}/shared
@@ -35,4 +35,3 @@ commands =
   driver-mock: jip install org.jaydebeapi:mockdriver:1.0-SNAPSHOT
   coverage run -a --source jaydebeapi test/testsuite.py {env:TESTNAME}
   driver-hsqldb: coverage run -a --source jaydebeapi test/doctests.py
-  python ci/run_coveralls.py