diff --git a/package.json b/package.json
index 89501e7f..49922c76 100644
--- a/package.json
+++ b/package.json
@@ -22,12 +22,13 @@
   },
   "scripts": {
     "lint": "babel-node scripts/lint.js",
-    "test": "npm run test:json && npm run test:unit && npm run test:e2e",
+    "test": "npm run test:json && npm run test:over-http && npm run test:unit && npm run test:e2e",
     "test:unit": "npm run train en && cross-env PIPENV_PIPFILE=bridges/python/Pipfile LEON_NODE_ENV=testing jest --forceExit --silent --projects test/unit/unit.jest.json && npm run train",
     "test:e2e": "npm run test:e2e:nlp-modules && npm run test:e2e:modules",
     "test:e2e:modules": "babel-node scripts/run-clean-test-dbs.js && npm run train en && cross-env PIPENV_PIPFILE=bridges/python/Pipfile LEON_NODE_ENV=testing jest --forceExit --silent --verbose --projects test/e2e/modules/e2e.modules.jest.json && babel-node scripts/run-clean-test-dbs.js && npm run train",
     "test:e2e:nlp-modules": "npm run train en && cross-env PIPENV_PIPFILE=bridges/python/Pipfile LEON_NODE_ENV=testing jest --forceExit --silent --verbose --setupTestFrameworkScriptFile=./test/paths.setup.js test/e2e/nlp-modules.spec.js && npm run train",
     "test:json": "jest --silent --projects test/json/json.jest.json",
+    "test:over-http": "npm run generate:pkgs-endpoints && cross-env PIPENV_PIPFILE=bridges/python/Pipfile LEON_NODE_ENV=testing LEON_HOST=http://localhost LEON_PORT=1338 LEON_HTTP_API_KEY=72aeb5ba324580963114481144385d7179c106fc jest --forceExit --silent --verbose --notify=false --bail --collectCoverage=false test/e2e/over-http.spec.js",
     "test:module": "babel-node scripts/test-module.js",
     "setup:offline": "babel-node scripts/setup-offline/setup-offline.js",
     "setup:offline-stt": "babel-node scripts/setup-offline/run-setup-stt.js",
diff --git a/test/e2e/over-http.spec.js b/test/e2e/over-http.spec.js
new file mode 100644
index 00000000..4da7addf
--- /dev/null
+++ b/test/e2e/over-http.spec.js
@@ -0,0 +1,32 @@
+import superagent from 'superagent'
+
+import server from '@/core/http-server/server'
+
+const urlPrefix = `${process.env.LEON_HOST}:${process.env.LEON_PORT}/api`
+const queryUrl = `${urlPrefix}/query`
+const actionModuleUrl = `${urlPrefix}/p/leon/randomnumber/run`;
+
+/**
+ * Test a simple module action over HTTP
+ */
+
+(async () => {
+  await server.init()
+})()
+
+describe('Over HTTP', () => {
+  test(`Request query endpoint POST ${queryUrl}`, async () => {
+    const { body } = await superagent.post(queryUrl)
+      .send({ query: 'Hello' })
+      .set('X-API-Key', process.env.LEON_HTTP_API_KEY)
+
+    expect(body).toHaveProperty('success', true)
+  })
+
+  test(`Request an action module: GET ${actionModuleUrl}`, async () => {
+    const { body } = await superagent.get(actionModuleUrl)
+      .set('X-API-Key', process.env.LEON_HTTP_API_KEY)
+
+    expect(body).toHaveProperty('success', true)
+  })
+})