diff --git a/src/api/ShlinkApiClient.js b/src/api/ShlinkApiClient.js
index 6c35b84a..f2439bba 100644
--- a/src/api/ShlinkApiClient.js
+++ b/src/api/ShlinkApiClient.js
@@ -1,26 +1,18 @@
-import axios from 'axios';
 import qs from 'qs';
 import { isEmpty, isNil, reject } from 'ramda';
 
 const API_VERSION = '1';
 const STATUS_UNAUTHORIZED = 401;
+const buildRestUrl = (url) => url ? `${url}/rest/v${API_VERSION}` : '';
 
-export class ShlinkApiClient {
-  constructor(axios) {
+export default class ShlinkApiClient {
+  constructor(axios, baseUrl, apiKey) {
     this.axios = axios;
-    this._baseUrl = '';
-    this._apiKey = '';
+    this._baseUrl = buildRestUrl(baseUrl);
+    this._apiKey = apiKey || '';
     this._token = '';
   }
 
-  /**
-   * Sets the base URL to be used on any request
-   */
-  setConfig = ({ url, apiKey }) => {
-    this._baseUrl = `${url}/rest/v${API_VERSION}`;
-    this._apiKey = apiKey;
-  };
-
   listShortUrls = (options = {}) =>
     this._performRequest('/short-codes', 'GET', options)
       .then((resp) => resp.data.shortUrls)
@@ -113,7 +105,3 @@ export class ShlinkApiClient {
     return Promise.reject(e);
   };
 }
-
-const shlinkApiClient = new ShlinkApiClient(axios);
-
-export default shlinkApiClient;
diff --git a/src/api/ShlinkApiClientBuilder.js b/src/api/ShlinkApiClientBuilder.js
new file mode 100644
index 00000000..23b050c8
--- /dev/null
+++ b/src/api/ShlinkApiClientBuilder.js
@@ -0,0 +1,18 @@
+import * as axios from 'axios';
+import ShlinkApiClient from './ShlinkApiClient';
+
+const apiClients = {};
+
+const buildShlinkApiClient = (axios) => ({ url, apiKey }) => {
+  const clientKey = `${url}_${apiKey}`;
+
+  if (!apiClients[clientKey]) {
+    apiClients[clientKey] = new ShlinkApiClient(axios, url, apiKey);
+  }
+
+  return apiClients[clientKey];
+};
+
+export default buildShlinkApiClient;
+
+export const buildShlinkApiClientWithAxios = buildShlinkApiClient(axios);
diff --git a/src/container/index.js b/src/container/index.js
index 88f8b6a3..88593418 100644
--- a/src/container/index.js
+++ b/src/container/index.js
@@ -25,7 +25,7 @@ import { ColorGenerator } from '../utils/ColorGenerator';
 import { Storage } from '../utils/Storage';
 import ShortUrlsRow from '../short-urls/helpers/ShortUrlsRow';
 import ShortUrlsRowMenu from '../short-urls/helpers/ShortUrlsRowMenu';
-import { ShlinkApiClient } from '../api/ShlinkApiClient';
+import ShlinkApiClient from '../api/ShlinkApiClient';
 import DeleteServerModal from '../servers/DeleteServerModal';
 import DeleteServerButton from '../servers/DeleteServerButton';
 import AsideMenu from '../common/AsideMenu';
@@ -40,16 +40,17 @@ import DeleteShortUrlModal from '../short-urls/helpers/DeleteShortUrlModal';
 import { deleteShortUrl, resetDeleteShortUrl, shortUrlDeleted } from '../short-urls/reducers/shortUrlDeletion';
 import EditTagsModal from '../short-urls/helpers/EditTagsModal';
 import { editShortUrlTags, resetShortUrlsTags, shortUrlTagsEdited } from '../short-urls/reducers/shortUrlTags';
+import buildShlinkApiClient from '../api/ShlinkApiClientBuilder';
 
 const bottle = new Bottle();
 const { container } = bottle;
 
-const mapActionService = (map, actionName) => {
-  // Wrap actual action service in a function so that it is lazily created the first time it is called
-  map[actionName] = (...args) => container[actionName](...args);
+const mapActionService = (map, actionName) => ({
+  ...map,
 
-  return map;
-};
+  // Wrap actual action service in a function so that it is lazily created the first time it is called
+  [actionName]: (...args) => container[actionName](...args),
+});
 const connectDecorator = (propsFromState, actionServiceNames) =>
   connect(
     pick(propsFromState),
@@ -144,8 +145,10 @@ bottle.decorator('EditTagsModal', connectDecorator(
   [ 'editShortUrlTags', 'resetShortUrlsTags', 'shortUrlTagsEdited' ]
 ));
 
-bottle.serviceFactory('editShortUrlTags', editShortUrlTags, 'ShlinkApiClient');
+bottle.serviceFactory('editShortUrlTags', editShortUrlTags, 'buildShlinkApiClient');
 bottle.serviceFactory('resetShortUrlsTags', () => resetShortUrlsTags);
 bottle.serviceFactory('shortUrlTagsEdited', () => shortUrlTagsEdited);
 
+bottle.serviceFactory('buildShlinkApiClient', buildShlinkApiClient, 'axios');
+
 export default container;
diff --git a/src/servers/reducers/selectedServer.js b/src/servers/reducers/selectedServer.js
index eca53474..d53f21c3 100644
--- a/src/servers/reducers/selectedServer.js
+++ b/src/servers/reducers/selectedServer.js
@@ -1,4 +1,3 @@
-import shlinkApiClient from '../../api/ShlinkApiClient';
 import serversService from '../../servers/services/ServersService';
 import { resetShortUrlParams } from '../../short-urls/reducers/shortUrlsListParams';
 
@@ -22,17 +21,15 @@ export default function reducer(state = defaultState, action) {
 
 export const resetSelectedServer = () => ({ type: RESET_SELECTED_SERVER });
 
-export const _selectServer = (shlinkApiClient, serversService) => (serverId) => (dispatch) => {
+export const _selectServer = (serversService) => (serverId) => (dispatch) => {
   dispatch(resetShortUrlParams());
 
   const selectedServer = serversService.findServerById(serverId);
 
-  shlinkApiClient.setConfig(selectedServer);
-
   dispatch({
     type: SELECT_SERVER,
     selectedServer,
   });
 };
 
-export const selectServer = _selectServer(shlinkApiClient, serversService);
+export const selectServer = _selectServer(serversService);
diff --git a/src/short-urls/reducers/shortUrlCreation.js b/src/short-urls/reducers/shortUrlCreation.js
index 9f01a8ee..80150550 100644
--- a/src/short-urls/reducers/shortUrlCreation.js
+++ b/src/short-urls/reducers/shortUrlCreation.js
@@ -1,6 +1,6 @@
 import { curry } from 'ramda';
 import PropTypes from 'prop-types';
-import shlinkApiClient from '../../api/ShlinkApiClient';
+import { buildShlinkApiClientWithAxios as buildShlinkApiClient } from '../../api/ShlinkApiClientBuilder';
 
 /* eslint-disable padding-line-between-statements, newline-after-var */
 export const CREATE_SHORT_URL_START = 'shlink/createShortUrl/CREATE_SHORT_URL_START';
@@ -50,9 +50,12 @@ export default function reducer(state = defaultState, action) {
   }
 }
 
-export const _createShortUrl = (shlinkApiClient, data) => async (dispatch) => {
+export const _createShortUrl = (buildShlinkApiClient, data) => async (dispatch, getState) => {
   dispatch({ type: CREATE_SHORT_URL_START });
 
+  const { selectedServer } = getState();
+  const shlinkApiClient = buildShlinkApiClient(selectedServer);
+
   try {
     const result = await shlinkApiClient.createShortUrl(data);
 
@@ -62,6 +65,6 @@ export const _createShortUrl = (shlinkApiClient, data) => async (dispatch) => {
   }
 };
 
-export const createShortUrl = curry(_createShortUrl)(shlinkApiClient);
+export const createShortUrl = curry(_createShortUrl)(buildShlinkApiClient);
 
 export const resetCreateShortUrl = () => ({ type: RESET_CREATE_SHORT_URL });
diff --git a/src/short-urls/reducers/shortUrlDeletion.js b/src/short-urls/reducers/shortUrlDeletion.js
index 60cdedbe..20812079 100644
--- a/src/short-urls/reducers/shortUrlDeletion.js
+++ b/src/short-urls/reducers/shortUrlDeletion.js
@@ -1,6 +1,6 @@
 import { curry } from 'ramda';
 import PropTypes from 'prop-types';
-import shlinkApiClient from '../../api/ShlinkApiClient';
+import { buildShlinkApiClientWithAxios as buildShlinkApiClient } from '../../api/ShlinkApiClientBuilder';
 
 /* eslint-disable padding-line-between-statements, newline-after-var */
 const DELETE_SHORT_URL_START = 'shlink/deleteShortUrl/DELETE_SHORT_URL_START';
@@ -56,9 +56,12 @@ export default function reducer(state = defaultState, action) {
   }
 }
 
-export const _deleteShortUrl = (shlinkApiClient, shortCode) => async (dispatch) => {
+export const _deleteShortUrl = (buildShlinkApiClient, shortCode) => async (dispatch, getState) => {
   dispatch({ type: DELETE_SHORT_URL_START });
 
+  const { selectedServer } = getState();
+  const shlinkApiClient = buildShlinkApiClient(selectedServer);
+
   try {
     await shlinkApiClient.deleteShortUrl(shortCode);
     dispatch({ type: DELETE_SHORT_URL, shortCode });
@@ -69,7 +72,7 @@ export const _deleteShortUrl = (shlinkApiClient, shortCode) => async (dispatch)
   }
 };
 
-export const deleteShortUrl = curry(_deleteShortUrl)(shlinkApiClient);
+export const deleteShortUrl = curry(_deleteShortUrl)(buildShlinkApiClient);
 
 export const resetDeleteShortUrl = () => ({ type: RESET_DELETE_SHORT_URL });
 
diff --git a/src/short-urls/reducers/shortUrlTags.js b/src/short-urls/reducers/shortUrlTags.js
index c1f5646d..a0390a60 100644
--- a/src/short-urls/reducers/shortUrlTags.js
+++ b/src/short-urls/reducers/shortUrlTags.js
@@ -50,8 +50,10 @@ export default function reducer(state = defaultState, action) {
   }
 }
 
-export const editShortUrlTags = (shlinkApiClient) => (shortCode, tags) => async (dispatch) => {
+export const editShortUrlTags = (buildShlinkApiClient) => (shortCode, tags) => async (dispatch, getState) => {
   dispatch({ type: EDIT_SHORT_URL_TAGS_START });
+  const { selectedServer } = getState();
+  const shlinkApiClient = buildShlinkApiClient(selectedServer);
 
   try {
     const normalizedTags = await shlinkApiClient.updateShortUrlTags(shortCode, tags);
diff --git a/src/short-urls/reducers/shortUrlsList.js b/src/short-urls/reducers/shortUrlsList.js
index 95e4a7fc..de1df19e 100644
--- a/src/short-urls/reducers/shortUrlsList.js
+++ b/src/short-urls/reducers/shortUrlsList.js
@@ -1,6 +1,6 @@
 import { assoc, assocPath, reject } from 'ramda';
 import PropTypes from 'prop-types';
-import shlinkApiClient from '../../api/ShlinkApiClient';
+import { buildShlinkApiClientWithAxios as buildShlinkApiClient } from '../../api/ShlinkApiClientBuilder';
 import { SHORT_URL_TAGS_EDITED } from './shortUrlTags';
 import { SHORT_URL_DELETED } from './shortUrlDeletion';
 
@@ -55,9 +55,12 @@ export default function reducer(state = initialState, action) {
   }
 }
 
-export const _listShortUrls = (shlinkApiClient, params = {}) => async (dispatch) => {
+export const _listShortUrls = (buildShlinkApiClient, params = {}) => async (dispatch, getState) => {
   dispatch({ type: LIST_SHORT_URLS_START });
 
+  const { selectedServer } = getState();
+  const shlinkApiClient = buildShlinkApiClient(selectedServer);
+
   try {
     const shortUrls = await shlinkApiClient.listShortUrls(params);
 
@@ -67,4 +70,4 @@ export const _listShortUrls = (shlinkApiClient, params = {}) => async (dispatch)
   }
 };
 
-export const listShortUrls = (params = {}) => _listShortUrls(shlinkApiClient, params);
+export const listShortUrls = (params = {}) => _listShortUrls(buildShlinkApiClient, params);
diff --git a/src/tags/reducers/tagDelete.js b/src/tags/reducers/tagDelete.js
index dfd2bf4a..e4ea9410 100644
--- a/src/tags/reducers/tagDelete.js
+++ b/src/tags/reducers/tagDelete.js
@@ -1,6 +1,6 @@
 import { curry } from 'ramda';
 import PropTypes from 'prop-types';
-import shlinkApiClient from '../../api/ShlinkApiClient';
+import { buildShlinkApiClientWithAxios as buildShlinkApiClient } from '../../api/ShlinkApiClientBuilder';
 
 /* eslint-disable padding-line-between-statements, newline-after-var */
 export const DELETE_TAG_START = 'shlink/deleteTag/DELETE_TAG_START';
@@ -41,9 +41,12 @@ export default function reducer(state = defaultState, action) {
   }
 }
 
-export const _deleteTag = (shlinkApiClient, tag) => async (dispatch) => {
+export const _deleteTag = (buildShlinkApiClient, tag) => async (dispatch, getState) => {
   dispatch({ type: DELETE_TAG_START });
 
+  const { selectedServer } = getState();
+  const shlinkApiClient = buildShlinkApiClient(selectedServer);
+
   try {
     await shlinkApiClient.deleteTags([ tag ]);
     dispatch({ type: DELETE_TAG });
@@ -54,6 +57,6 @@ export const _deleteTag = (shlinkApiClient, tag) => async (dispatch) => {
   }
 };
 
-export const deleteTag = curry(_deleteTag)(shlinkApiClient);
+export const deleteTag = curry(_deleteTag)(buildShlinkApiClient);
 
 export const tagDeleted = (tag) => ({ type: TAG_DELETED, tag });
diff --git a/src/tags/reducers/tagEdit.js b/src/tags/reducers/tagEdit.js
index 650f0ba1..53bb25c4 100644
--- a/src/tags/reducers/tagEdit.js
+++ b/src/tags/reducers/tagEdit.js
@@ -1,5 +1,5 @@
 import { curry, pick } from 'ramda';
-import shlinkApiClient from '../../api/ShlinkApiClient';
+import { buildShlinkApiClientWithAxios as buildShlinkApiClient } from '../../api/ShlinkApiClientBuilder';
 import colorGenerator from '../../utils/ColorGenerator';
 
 /* eslint-disable padding-line-between-statements, newline-after-var */
@@ -42,9 +42,15 @@ export default function reducer(state = defaultState, action) {
   }
 }
 
-export const _editTag = (shlinkApiClient, colorGenerator, oldName, newName, color) => async (dispatch) => {
+export const _editTag = (buildShlinkApiClient, colorGenerator, oldName, newName, color) => async (
+  dispatch,
+  getState
+) => {
   dispatch({ type: EDIT_TAG_START });
 
+  const { selectedServer } = getState();
+  const shlinkApiClient = buildShlinkApiClient(selectedServer);
+
   try {
     await shlinkApiClient.editTag(oldName, newName);
     colorGenerator.setColorForKey(newName, color);
@@ -56,7 +62,7 @@ export const _editTag = (shlinkApiClient, colorGenerator, oldName, newName, colo
   }
 };
 
-export const editTag = curry(_editTag)(shlinkApiClient, colorGenerator);
+export const editTag = curry(_editTag)(buildShlinkApiClient, colorGenerator);
 
 export const tagEdited = (oldName, newName, color) => ({
   type: TAG_EDITED,
diff --git a/src/tags/reducers/tagsList.js b/src/tags/reducers/tagsList.js
index cb415902..94338266 100644
--- a/src/tags/reducers/tagsList.js
+++ b/src/tags/reducers/tagsList.js
@@ -1,5 +1,5 @@
 import { isEmpty, reject } from 'ramda';
-import shlinkApiClient from '../../api/ShlinkApiClient';
+import { buildShlinkApiClientWithAxios as buildShlinkApiClient } from '../../api/ShlinkApiClientBuilder';
 import { TAG_DELETED } from './tagDelete';
 import { TAG_EDITED } from './tagEdit';
 
@@ -66,8 +66,8 @@ export default function reducer(state = defaultState, action) {
   }
 }
 
-export const _listTags = (shlinkApiClient, force = false) => async (dispatch, getState) => {
-  const { tagsList } = getState();
+export const _listTags = (buildShlinkApiClient, force = false) => async (dispatch, getState) => {
+  const { tagsList, selectedServer } = getState();
 
   if (!force && (tagsList.loading || !isEmpty(tagsList.tags))) {
     return;
@@ -76,6 +76,7 @@ export const _listTags = (shlinkApiClient, force = false) => async (dispatch, ge
   dispatch({ type: LIST_TAGS_START });
 
   try {
+    const shlinkApiClient = buildShlinkApiClient(selectedServer);
     const tags = await shlinkApiClient.listTags();
 
     dispatch({ tags, type: LIST_TAGS });
@@ -84,9 +85,9 @@ export const _listTags = (shlinkApiClient, force = false) => async (dispatch, ge
   }
 };
 
-export const listTags = () => _listTags(shlinkApiClient);
+export const listTags = () => _listTags(buildShlinkApiClient);
 
-export const forceListTags = () => _listTags(shlinkApiClient, true);
+export const forceListTags = () => _listTags(buildShlinkApiClient, true);
 
 export const filterTags = (searchTerm) => ({
   type: FILTER_TAGS,
diff --git a/src/visits/reducers/shortUrlDetail.js b/src/visits/reducers/shortUrlDetail.js
index cb86e040..b62c99ce 100644
--- a/src/visits/reducers/shortUrlDetail.js
+++ b/src/visits/reducers/shortUrlDetail.js
@@ -1,6 +1,6 @@
 import { curry } from 'ramda';
 import PropTypes from 'prop-types';
-import shlinkApiClient from '../../api/ShlinkApiClient';
+import { buildShlinkApiClientWithAxios as buildShlinkApiClient } from '../../api/ShlinkApiClientBuilder';
 import { shortUrlType } from '../../short-urls/reducers/shortUrlsList';
 
 /* eslint-disable padding-line-between-statements, newline-after-var */
@@ -45,9 +45,12 @@ export default function reducer(state = initialState, action) {
   }
 }
 
-export const _getShortUrlDetail = (shlinkApiClient, shortCode) => async (dispatch) => {
+export const _getShortUrlDetail = (buildShlinkApiClient, shortCode) => async (dispatch, getState) => {
   dispatch({ type: GET_SHORT_URL_DETAIL_START });
 
+  const { selectedServer } = getState();
+  const shlinkApiClient = buildShlinkApiClient(selectedServer);
+
   try {
     const shortUrl = await shlinkApiClient.getShortUrl(shortCode);
 
@@ -57,4 +60,4 @@ export const _getShortUrlDetail = (shlinkApiClient, shortCode) => async (dispatc
   }
 };
 
-export const getShortUrlDetail = curry(_getShortUrlDetail)(shlinkApiClient);
+export const getShortUrlDetail = curry(_getShortUrlDetail)(buildShlinkApiClient);
diff --git a/src/visits/reducers/shortUrlVisits.js b/src/visits/reducers/shortUrlVisits.js
index 1bb724ab..4df1a09c 100644
--- a/src/visits/reducers/shortUrlVisits.js
+++ b/src/visits/reducers/shortUrlVisits.js
@@ -1,6 +1,6 @@
 import { curry } from 'ramda';
 import PropTypes from 'prop-types';
-import shlinkApiClient from '../../api/ShlinkApiClient';
+import { buildShlinkApiClientWithAxios as buildShlinkApiClient } from '../../api/ShlinkApiClientBuilder';
 
 /* eslint-disable padding-line-between-statements, newline-after-var */
 export const GET_SHORT_URL_VISITS_START = 'shlink/shortUrlVisits/GET_SHORT_URL_VISITS_START';
@@ -44,9 +44,12 @@ export default function reducer(state = initialState, action) {
   }
 }
 
-export const _getShortUrlVisits = (shlinkApiClient, shortCode, dates) => async (dispatch) => {
+export const _getShortUrlVisits = (buildShlinkApiClient, shortCode, dates) => async (dispatch, getState) => {
   dispatch({ type: GET_SHORT_URL_VISITS_START });
 
+  const { selectedServer } = getState();
+  const shlinkApiClient = buildShlinkApiClient(selectedServer);
+
   try {
     const visits = await shlinkApiClient.getShortUrlVisits(shortCode, dates);
 
@@ -56,4 +59,4 @@ export const _getShortUrlVisits = (shlinkApiClient, shortCode, dates) => async (
   }
 };
 
-export const getShortUrlVisits = curry(_getShortUrlVisits)(shlinkApiClient);
+export const getShortUrlVisits = curry(_getShortUrlVisits)(buildShlinkApiClient);
diff --git a/test/api/ShlinkApiClient.test.js b/test/api/ShlinkApiClient.test.js
index 68894fb0..02935f1d 100644
--- a/test/api/ShlinkApiClient.test.js
+++ b/test/api/ShlinkApiClient.test.js
@@ -1,6 +1,6 @@
 import sinon from 'sinon';
 import { head, last } from 'ramda';
-import { ShlinkApiClient } from '../../src/api/ShlinkApiClient';
+import ShlinkApiClient from '../../src/api/ShlinkApiClient';
 
 describe('ShlinkApiClient', () => {
   const createAxiosMock = (extraData) => () =>