diff --git a/package.json b/package.json
index 61d37bd66..e05a42f14 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,8 @@
 {
 	"private": true,
 	"scripts": {
-		"test": "grunt test"
+		"test": "grunt test",
+		"selenium-test": "wdio tests/selenium/wdio.conf.js"
 	},
 	"devDependencies": {
 		"eslint-config-wikimedia": "0.5.0",
@@ -12,6 +13,10 @@
 		"grunt-jsonlint": "1.1.0",
 		"grunt-stylelint": "0.9.0",
 		"stylelint": "8.2.0",
-		"stylelint-config-wikimedia": "0.4.2"
+		"stylelint-config-wikimedia": "0.4.2",
+		"wdio-mediawiki": "0.1.7",
+		"wdio-mocha-framework": "0.5.8",
+		"wdio-spec-reporter": "0.0.5",
+		"webdriverio": "4.12.0"
 	}
 }
diff --git a/tests/selenium/README.md b/tests/selenium/README.md
new file mode 100644
index 000000000..35530690c
--- /dev/null
+++ b/tests/selenium/README.md
@@ -0,0 +1,29 @@
+# Selenium tests
+
+Please see tests/selenium/README.md file in mediawiki/core repository and
+https://www.mediawiki.org/wiki/Selenium/Node.js.
+
+## Usage
+
+Set up MediaWiki-Vagrant:
+
+    cd mediawiki/vagrant
+    vagrant up
+    vagrant roles enable math
+    vagrant provision
+
+Run both mediawiki/core and Math tests from mediawiki/core folder:
+
+    npm run selenium
+
+To run only Math tests in one terminal window or tab start Chromedriver:
+
+    chromedriver --url-base=/wd/hub --port=4444
+
+In another terminal tab or window go to mediawiki/core folder:
+
+    ./node_modules/.bin/wdio tests/selenium/wdio.conf.js --spec extensions/Math/tests/selenium/specs/*.js
+
+Run only one Math test file from mediawiki/core:
+
+    ./node_modules/.bin/wdio tests/selenium/wdio.conf.js --spec extensions/Math/tests/selenium/specs/basic.js
diff --git a/tests/selenium/pageobjects/math.page.js b/tests/selenium/pageobjects/math.page.js
new file mode 100644
index 000000000..162451dfb
--- /dev/null
+++ b/tests/selenium/pageobjects/math.page.js
@@ -0,0 +1,9 @@
+'use strict';
+const Page = require( 'wdio-mediawiki/Page' );
+
+class MathPage extends Page {
+
+	get img() { return browser.element( '.mwe-math-fallback-image-inline' ); }
+
+}
+module.exports = new MathPage();
diff --git a/tests/selenium/specs/basic.js b/tests/selenium/specs/basic.js
new file mode 100644
index 000000000..ffcd05b97
--- /dev/null
+++ b/tests/selenium/specs/basic.js
@@ -0,0 +1,26 @@
+'use strict';
+const assert = require('assert'),
+	Api = require('wdio-mediawiki/Api'),
+	MathPage = require('../pageobjects/math.page');
+
+
+describe('Math', function () {
+
+	it('should work for addition', function () {
+
+		// page should have random name
+		var pageName = Math.random().toString();
+
+		// create a page with a simple addition
+		browser.call(function () {
+			return Api.edit(pageName, '<math>3 + 2</math>');
+		});
+
+		MathPage.openTitle(pageName);
+
+		// check if the page displays the image
+		assert(MathPage.img.isExisting());
+
+	});
+
+});
diff --git a/tests/selenium/wdio.conf.js b/tests/selenium/wdio.conf.js
new file mode 100644
index 000000000..3b58beb6d
--- /dev/null
+++ b/tests/selenium/wdio.conf.js
@@ -0,0 +1,88 @@
+/**
+ * See also: http://webdriver.io/guide/testrunner/configurationfile.html
+ */
+const fs = require( 'fs' ),
+	saveScreenshot = require( 'wdio-mediawiki' ).saveScreenshot;
+
+exports.config = {
+	// ======
+	// Custom WDIO config specific to MediaWiki
+	// ======
+	// Use in a test as `browser.options.<key>`.
+	// Defaults are for convenience with MediaWiki-Vagrant
+
+	// Wiki admin
+	username: process.env.MEDIAWIKI_USER || 'Admin',
+	password: process.env.MEDIAWIKI_PASSWORD || 'vagrant',
+
+	// Base for browser.url() and Page#openTitle()
+	baseUrl: ( process.env.MW_SERVER || 'http://127.0.0.1:8080' ) + (
+		process.env.MW_SCRIPT_PATH || '/w'
+	),
+
+	// ==================
+	// Test Files
+	// ==================
+	specs: [
+		__dirname + '/specs/*.js'
+	],
+
+	// ============
+	// Capabilities
+	// ============
+	capabilities: [ {
+		// https://sites.google.com/a/chromium.org/chromedriver/capabilities
+		browserName: 'chrome',
+		maxInstances: 1,
+		chromeOptions: {
+			// If DISPLAY is set, assume developer asked non-headless or CI with Xvfb.
+			// Otherwise, use --headless (added in Chrome 59)
+			// https://chromium.googlesource.com/chromium/src/+/59.0.3030.0/headless/README.md
+			args: [
+				...( process.env.DISPLAY ? [] : [ '--headless' ] ),
+				// Chrome sandbox does not work in Docker
+				...( fs.existsSync( '/.dockerenv' ) ? [ '--no-sandbox' ] : [] )
+			]
+		}
+	} ],
+
+	// ===================
+	// Test Configurations
+	// ===================
+
+	// Level of verbosity: silent | verbose | command | data | result | error
+	logLevel: 'error',
+
+	// Setting this enables automatic screenshots for when a browser command fails
+	// It is also used by afterTest for capturig failed assertions.
+	screenshotPath: process.env.LOG_DIR || __dirname + '/log',
+
+	// Default timeout for each waitFor* command.
+	waitforTimeout: 10 * 1000,
+
+	// See also: http://webdriver.io/guide/testrunner/reporters.html
+	reporters: [ 'spec' ],
+
+	// See also: http://mochajs.org
+	mochaOpts: {
+		ui: 'bdd',
+		timeout: 60 * 1000
+	},
+
+	// =====
+	// Hooks
+	// =====
+
+	/**
+	 * Save a screenshot when test fails.
+	 *
+	 * @param {Object} test Mocha Test object
+	 */
+	afterTest: function ( test ) {
+		var filePath;
+		if ( !test.passed ) {
+			filePath = saveScreenshot( test.title );
+			console.log( '\n\tScreenshot: ' + filePath + '\n' );
+		}
+	}
+};