diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4117c21a3a7c41923aaf02139f09e3f7509d5e39..62c3b918784e1fdcff906f4d49d71fa9932a78db 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -10,6 +10,10 @@ image: "rust:latest"
 #  - redis:latest
 #  - postgres:latest
 
+variables:
+    KCOV_DISCARD_CACHE: "false"
+    APT_CACHE_DIR: apt-cache
+
 # Optional: Install a C compiler, cmake and git into the container.
 # You will often need this when you (or any of your dependencies) depends on C code.
 #before_script:
@@ -17,7 +21,26 @@ image: "rust:latest"
 #- apt-get install -yqq --no-install-recommends build-essential
 
 # Use cargo to test the project
+# And kcov to analyze the coverage:
+# https://grauwoelfchen.at/posts/get-test-coverage-for-software-written-in-rust-using-kcov/
 test:cargo:
+  before_script:
+    - mkdir -pv $APT_CACHE_DIR && apt-get -qq update && apt-get -qqy upgrade
+    - apt-get -qq -o dir::cache::archives="$APT_CACHE_DIR" install -y
+      binutils-dev libcurl4-openssl-dev zlib1g-dev libdw-dev libiberty-dev
+      cmake
+    - ./ci/build-kcov
+    - ./kcov/bin/kcov --version
+    - rustc --version && cargo --version      # Print version info for debugging
   script:
-  - rustc --version && cargo --version      # Print version info for debugging
   - cargo test --all
+  after_script:
+  - rm -f target/debug/weighted_random_list-*.d
+  - ./kcov/bin/kcov --include-path ./src ./target/cov target/debug/weighted_random_list-*
+  - COVERAGE=$(grep -Po 'covered":.*?[^\\]"' target/cov/index.js* | grep "[0-9]*\.[0-9]" -o)
+  - echo "Coverage:" $COVERAGE
+  cache:
+    untracked: true
+    paths:
+      - apt-cache
+      - kcov
diff --git a/README.md b/README.md
index 6c28803e8bb8e09caab5bb24a3d015e9ed91d7ce..507b35c2de5fdcc2ad27ad62030323d0bc943612 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,7 @@
 # weighted_random_list
 
 [![CI Status](https://gitlab.com/dns2utf8/weighted_random_list/badges/master/build.svg)](https://gitlab.com/dns2utf8/weighted_random_list)
+[![coverage report](https://gitlab.com/dns2utf8/weighted_random_list/badges/master/coverage.svg)](https://gitlab.com/dns2utf8/weighted_random_list/commits/master)
 
 A Vec<T> that allows you to define the weight of each entry and randomly get entries:
 
diff --git a/ci/build-kcov b/ci/build-kcov
new file mode 100755
index 0000000000000000000000000000000000000000..15cc15c7f8d58459e118676320f18fc6e1094e89
--- /dev/null
+++ b/ci/build-kcov
@@ -0,0 +1,30 @@
+#!/bin/bash
+set -eu
+
+# NOTE:
+# if set KCOV_DISCARD_CACHE=true, then it will force installing kcov)
+
+renew="${KCOV_DISCARD_CACHE:-false}"
+
+kcov_dir="kcov"
+kcov_bin="${kcov_dir}/bin/kcov"
+kcov_url="https://github.com/SimonKagstrom/kcov/archive"
+kcov_ver="v34"
+
+if [[ -f "${kcov_bin}" && "${renew}" != "true" ]]; then
+  echo "kcov already installed in ${kcov_bin}"
+else
+  rm -fr $kcov_dir
+  mkdir $kcov_dir
+  cd $kcov_dir
+  curl -sLO ${kcov_url}/${kcov_ver}.tar.gz
+  mkdir $kcov_ver
+  tar zxvf ${kcov_ver}.tar.gz -C $kcov_ver --strip-components=1
+  cd $kcov_ver
+  mkdir build
+  cmake \
+    -DCMAKE_BUILD_TYPE=Release \
+    -DCMAKE_INSTALL_PREFIX=/
+  make
+  make install DESTDIR=../
+fi