diff --git a/.travis.yml b/.travis.yml
index 13f885e..6725e9c 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -33,6 +33,7 @@ before_install:
 install:
   - ./travis-tool.sh install_github RcppCore/Rcpp
   - ./travis-tool.sh install_github rstats-db/DBI
+  - ./travis-tool.sh install_github jimhester/covr
   - ./travis-tool.sh install_deps
 
 before_script:
@@ -44,6 +45,9 @@ script: ./travis-tool.sh run_tests
 after_failure:
   - ./travis-tool.sh dump_logs
 
+after_success:
+  - Rscript -e 'covr::codecov()"
+
 notifications:
   email:
     on_success: change
diff --git a/README.md b/README.md
index b6c2637..1126536 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 RMySQL
 ======
 
-[![Build Status](https://travis-ci.org/rstats-db/RMySQL.svg?branch=master)](https://travis-ci.org/rstats-db/RMySQL)
+[![Build Status](https://travis-ci.org/rstats-db/RMySQL.svg?branch=master)](https://travis-ci.org/rstats-db/RMySQL) [![Coverage Status](https://img.shields.io/codecov/c/github/rstats-db/RMySQL/master.svg)](https://codecov.io/github/rstats-db/RMySQL?branch=master)
 
 RMySQL is a database interface and MySQL driver for R. This version complies with the database interface definition as implemented in the package DBI 0.2-2.