diff --git a/.travis.yml b/.travis.yml
index 8b232c76..d53d2ed0 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -8,8 +8,6 @@ php:
   - '7.4'
 
 services:
-  - mysql
-  - postgresql
   - docker
 
 cache:
@@ -26,8 +24,7 @@ install:
   - composer install --no-interaction --prefer-dist
 
 before_script:
-  - mysql -e 'CREATE DATABASE shlink_test;'
-  - psql -c 'create database shlink_test;' -U postgres
+  - docker-compose up shlink_db shlink_db_postgres shlink_db_maria shlink_db_ms -d
   - mkdir build
   - export DOCKERFILE_CHANGED=$(git diff ${TRAVIS_COMMIT_RANGE:-origin/master} --name-only | grep Dockerfile)
 
diff --git a/composer.json b/composer.json
index 39c1e6db..111b60c4 100644
--- a/composer.json
+++ b/composer.json
@@ -109,7 +109,7 @@
         ],
         "test:ci": [
             "@test:unit:ci",
-            "@test:db:ci",
+            "@test:db",
             "@test:api:ci"
         ],
         "test:unit": "phpdbg -qrr vendor/bin/phpunit --order-by=random --colors=always --coverage-php build/coverage-unit.cov --testdox",
@@ -121,11 +121,6 @@
             "@test:db:postgres",
             "@test:db:ms"
         ],
-        "test:db:ci": [
-            "@test:db:sqlite",
-            "@test:db:mysql",
-            "@test:db:postgres"
-        ],
         "test:db:sqlite": "APP_ENV=test phpdbg -qrr vendor/bin/phpunit --order-by=random --colors=always --coverage-php build/coverage-db.cov --testdox -c phpunit-db.xml",
         "test:db:mysql": "DB_DRIVER=mysql composer test:db:sqlite",
         "test:db:maria": "DB_DRIVER=maria composer test:db:sqlite",
@@ -152,8 +147,7 @@
         "test:ci": "<fg=blue;options=bold>Runs all test suites, generating all needed reports and logs for CI envs</>",
         "test:unit": "<fg=blue;options=bold>Runs unit test suites</>",
         "test:unit:ci": "<fg=blue;options=bold>Runs unit test suites, generating all needed reports and logs for CI envs</>",
-        "test:db": "<fg=blue;options=bold>Runs database test suites on a SQLite, MySQL, MariaDB and PostgreSQL</>",
-        "test:db:ci": "<fg=blue;options=bold>Runs database test suites on a SQLite, MySQL and PostgreSQL</>",
+        "test:db": "<fg=blue;options=bold>Runs database test suites on a SQLite, MySQL, MariaDB, PostgreSQL and MsSQL</>",
         "test:db:sqlite": "<fg=blue;options=bold>Runs database test suites on a SQLite database</>",
         "test:db:mysql": "<fg=blue;options=bold>Runs database test suites on a MySQL database</>",
         "test:db:maria": "<fg=blue;options=bold>Runs database test suites on a MariaDB database</>",
diff --git a/config/test/test_config.global.php b/config/test/test_config.global.php
index 6aad5375..0086bcd0 100644
--- a/config/test/test_config.global.php
+++ b/config/test/test_config.global.php
@@ -20,6 +20,7 @@ $buildDbConnection = function (): array {
     $driver = env('DB_DRIVER', 'sqlite');
     $isCi = env('TRAVIS', false);
     $getMysqlHost = fn (string $driver) => sprintf('shlink_db%s', $driver === 'mysql' ? '' : '_maria');
+    $getCiMysqlPort = fn (string $driver) => $driver === 'mysql' ? '3307' : '3308';
 
     $driverConfigMap = [
         'sqlite' => [
@@ -29,8 +30,9 @@ $buildDbConnection = function (): array {
         'mysql' => [
             'driver' => 'pdo_mysql',
             'host' => $isCi ? '127.0.0.1' : $getMysqlHost($driver),
+            'port' => $isCi ? $getCiMysqlPort($driver) : '3306',
             'user' => 'root',
-            'password' => $isCi ? '' : 'root',
+            'password' => 'root',
             'dbname' => 'shlink_test',
             'charset' => 'utf8',
             'driverOptions' => [
@@ -41,8 +43,9 @@ $buildDbConnection = function (): array {
         'postgres' => [
             'driver' => 'pdo_pgsql',
             'host' => $isCi ? '127.0.0.1' : 'shlink_db_postgres',
+            'port' => $isCi ? '5433' : '5432',
             'user' => 'postgres',
-            'password' => $isCi ? '' : 'root',
+            'password' => 'root',
             'dbname' => 'shlink_test',
             'charset' => 'utf8',
         ],
@@ -50,7 +53,7 @@ $buildDbConnection = function (): array {
             'driver' => 'pdo_sqlsrv',
             'host' => $isCi ? '127.0.0.1' : 'shlink_db_ms',
             'user' => 'sa',
-            'password' => $isCi ? '' : 'Passw0rd!',
+            'password' => 'Passw0rd!',
             'dbname' => 'shlink_test',
         ],
     ];