diff --git a/package.json b/package.json
index 2a22cbb..cd0fe95 100644
--- a/package.json
+++ b/package.json
@@ -138,7 +138,8 @@
       "btoa",
       "Blob",
       "Element",
-      "Image"
+      "Image",
+      "NotificationEvent"
     ],
     "ignore": [
       "dist",
diff --git a/routes/_actions/pushSubscription.js b/routes/_actions/pushSubscription.js
new file mode 100644
index 0000000..6d45a1d
--- /dev/null
+++ b/routes/_actions/pushSubscription.js
@@ -0,0 +1,89 @@
+import { getSubscription, deleteSubscription, postSubscription, putSubscription } from '../_api/pushSubscription'
+import { store } from '../_store/store'
+import { urlBase64ToUint8Array } from '../_utils/base64'
+
+const dummyApplicationServerKey = 'BImgAz4cF_yvNFp8uoBJCaGpCX4d0atNIFMHfBvAAXCyrnn9IMAFQ10DW_ZvBCzGeR4fZI5FnEi2JVcRE-L88jY='
+
+export async function updatePushSubscriptionForInstance (instanceName) {
+  const { loggedInInstances, pushSubscription } = store.get()
+  const accessToken = loggedInInstances[instanceName].access_token
+
+  if (pushSubscription === null) {
+    return
+  }
+
+  const registration = await navigator.serviceWorker.ready
+  const subscription = await registration.pushManager.getSubscription()
+
+  if (subscription === null) {
+    store.set({ pushSubscription: null })
+    store.save()
+    return
+  }
+
+  try {
+    const backendSubscription = await getSubscription(instanceName, accessToken)
+
+    // Check if applicationServerKey changed (need to get another subscription from the browser)
+    if (btoa(urlBase64ToUint8Array(backendSubscription.server_key).buffer) !== btoa(subscription.options.applicationServerKey)) {
+      await subscription.unsubscribe()
+      await deleteSubscription(instanceName, accessToken)
+      await updateAlerts(instanceName, pushSubscription.alerts)
+    } else {
+      store.set({ pushSubscription: backendSubscription })
+      store.save()
+    }
+  } catch (e) {
+    // TODO: Better way to detect 404
+    if (e.message.startsWith('404:')) {
+      await subscription.unsubscribe()
+      store.set({ pushSubscription: null })
+      store.save()
+    }
+  }
+}
+
+export async function updateAlerts (instanceName, alerts) {
+  const { loggedInInstances } = store.get()
+  const accessToken = loggedInInstances[instanceName].access_token
+
+  const registration = await navigator.serviceWorker.ready
+  let subscription = await registration.pushManager.getSubscription()
+
+  if (subscription === null) {
+    // We need applicationServerKey in order to register a push subscription
+    // but the API doesn't expose it as a constant (as it should).
+    // So we need to register a subscription with a dummy applicationServerKey,
+    // send it to the backend saves it and return applicationServerKey, which
+    // we use to register a new subscription.
+    // https://github.com/tootsuite/mastodon/issues/8785
+    subscription = await registration.pushManager.subscribe({
+      applicationServerKey: urlBase64ToUint8Array(dummyApplicationServerKey),
+      userVisibleOnly: true
+    })
+
+    let backendSubscription = await postSubscription(instanceName, accessToken, subscription, alerts)
+
+    await subscription.unsubscribe()
+
+    subscription = await registration.pushManager.subscribe({
+      applicationServerKey: urlBase64ToUint8Array(backendSubscription.server_key),
+      userVisibleOnly: true
+    })
+
+    backendSubscription = await postSubscription(instanceName, accessToken, subscription, alerts)
+
+    store.set({ pushSubscription: backendSubscription })
+    store.save()
+  } else {
+    try {
+      const backendSubscription = await putSubscription(instanceName, accessToken, alerts)
+      store.set({ pushSubscription: backendSubscription })
+      store.save()
+    } catch (e) {
+      const backendSubscription = await postSubscription(instanceName, accessToken, subscription, alerts)
+      store.set({ pushSubscription: backendSubscription })
+      store.save()
+    }
+  }
+}
diff --git a/routes/_api/oauth.js b/routes/_api/oauth.js
index 4d294bc..8ab5ecc 100644
--- a/routes/_api/oauth.js
+++ b/routes/_api/oauth.js
@@ -2,7 +2,7 @@ import { post, paramsString, WRITE_TIMEOUT } from '../_utils/ajax'
 import { basename } from './utils'
 
 const WEBSITE = 'https://pinafore.social'
-const SCOPES = 'read write follow'
+const SCOPES = 'read write follow push'
 const CLIENT_NAME = 'Pinafore'
 
 export function registerApplication (instanceName, redirectUri) {
diff --git a/routes/_api/pushSubscription.js b/routes/_api/pushSubscription.js
new file mode 100644
index 0000000..a17a145
--- /dev/null
+++ b/routes/_api/pushSubscription.js
@@ -0,0 +1,26 @@
+import { auth, basename } from './utils'
+import { post, put, get, del } from '../_utils/ajax'
+
+export async function postSubscription (instanceName, accessToken, subscription, alerts) {
+  const url = `${basename(instanceName)}/api/v1/push/subscription`
+
+  return post(url, { subscription: subscription.toJSON(), data: { alerts } }, auth(accessToken))
+}
+
+export async function putSubscription (instanceName, accessToken, alerts) {
+  const url = `${basename(instanceName)}/api/v1/push/subscription`
+
+  return put(url, { data: { alerts } }, auth(accessToken))
+}
+
+export async function getSubscription (instanceName, accessToken) {
+  const url = `${basename(instanceName)}/api/v1/push/subscription`
+
+  return get(url, auth(accessToken))
+}
+
+export async function deleteSubscription (instanceName, accessToken) {
+  const url = `${basename(instanceName)}/api/v1/push/subscription`
+
+  return del(url, auth(accessToken))
+}
diff --git a/routes/_pages/settings/instances/[instanceName].html b/routes/_pages/settings/instances/[instanceName].html
index 61b3a1f..e0d98c4 100644
--- a/routes/_pages/settings/instances/[instanceName].html
+++ b/routes/_pages/settings/instances/[instanceName].html
@@ -15,6 +15,27 @@
         <AccountDisplayName account={verifyCredentials} />
       </span>
     </div>
+    <h2>Push notifications:</h2>
+    <div class="push-notifications">
+      {#if pushNotificationsSupport === false}
+        <p>Your browser doesn't support push notifications.</p>
+      {:elseif $notificationPermission === "denied"}
+        <p role="alert">You have denied permission to show notifications.</p>
+      {/if}
+      <form id="push-notification-settings" disabled="{!pushNotificationsSupport}" ref:pushNotificationsForm aria-label="Push notification settings">
+        <input type="checkbox" id="push-notifications-follow" name="follow" disabled="{!pushNotificationsSupport}" on:change="onPushSettingsChange(event)">
+        <label for="push-notifications-follow">New followers</label>
+        <br>
+        <input type="checkbox" id="push-notifications-favourite" name="favourite" disabled="{!pushNotificationsSupport}" on:change="onPushSettingsChange(event)">
+        <label for="push-notifications-favourite">Favourites</label>
+        <br>
+        <input type="checkbox" id="push-notifications-reblog" name="reblog" disabled="{!pushNotificationsSupport}" on:change="onPushSettingsChange(event)">
+        <label for="push-notifications-reblog">Boosts</label>
+        <br>
+        <input type="checkbox" id="push-notifications-mention" name="mention" disabled="{!pushNotificationsSupport}" on:change="onPushSettingsChange(event)">
+        <label for="push-notifications-mention">Mentions</label>
+      </form>
+    </div>
     <h2>Theme:</h2>
     <form class="theme-chooser" aria-label="Choose a theme">
         <div class="theme-groups">
@@ -74,6 +95,20 @@
   .acct-display-name {
     grid-area: display-name;
   }
+  .push-notifications {
+    background: var(--form-bg);
+    border: 1px solid var(--main-border);
+    border-radius: 4px;
+    display: block;
+    padding: 20px;
+    line-height: 2em;
+  }
+  .push-notifications form[disabled="true"] {
+    opacity: 0.5;
+  }
+  .push-notifications p {
+    margin: 0;
+  }
   .theme-chooser {
     background: var(--form-bg);
     border: 1px solid var(--main-border);
@@ -148,8 +183,10 @@
     logOutOfInstance,
     updateVerifyCredentialsForInstance
   } from '../../../_actions/instances'
+  import { updatePushSubscriptionForInstance, updateAlerts } from '../../../_actions/pushSubscription'
   import { themes } from '../../../_static/themes'
   import AccountDisplayName from '../../../_components/profile/AccountDisplayName.html'
+  import { toast } from '../../../_utils/toast'
 
   export default {
     async oncreate () {
@@ -159,6 +196,15 @@
         selectedTheme: instanceThemes[instanceName] || 'default'
       })
       await updateVerifyCredentialsForInstance(instanceName)
+      await updatePushSubscriptionForInstance(instanceName)
+
+      const form = this.refs.pushNotificationsForm
+      const { pushSubscription } = this.store.get()
+
+      form.elements.follow.checked = pushSubscription && pushSubscription.alerts && pushSubscription.alerts.follow
+      form.elements.favourite.checked = pushSubscription && pushSubscription.alerts && pushSubscription.alerts.favourite
+      form.elements.reblog.checked = pushSubscription && pushSubscription.alerts && pushSubscription.alerts.reblog
+      form.elements.mention.checked = pushSubscription && pushSubscription.alerts && pushSubscription.alerts.mention
     },
     store: () => store,
     data: () => ({
@@ -168,6 +214,7 @@
     computed: {
       instanceName: ({ params }) => params.instanceName,
       verifyCredentials: ({ $verifyCredentials, instanceName }) => $verifyCredentials && $verifyCredentials[instanceName],
+      pushNotificationsSupport: ({ $pushNotificationsSupport }) => $pushNotificationsSupport,
       themeGroups: ({ themes }) => ([
         {
           dark: false,
@@ -189,6 +236,35 @@
         let { instanceName } = this.get()
         switchToInstance(instanceName)
       },
+      async onPushSettingsChange (e) {
+        const { instanceName } = this.get()
+        const form = this.refs.pushNotificationsForm
+        const alerts = {
+          follow: form.elements.follow.checked,
+          favourite: form.elements.favourite.checked,
+          reblog: form.elements.reblog.checked,
+          mention: form.elements.mention.checked
+        }
+
+        try {
+          await updateAlerts(instanceName, alerts)
+        } catch (err) {
+          e.target.checked = !e.target.checked
+
+          // TODO: Better way to detect missing authorization scope
+          if (err.message.startsWith('403:')) {
+            let showConfirmationDialog = await importShowConfirmationDialog()
+            showConfirmationDialog({
+              text: `You need to reauthenticate in order to enable push notification. Log out of ${instanceName}?`,
+              onPositive () {
+                logOutOfInstance(instanceName)
+              }
+            })
+          } else {
+            toast.say(`Failed to update push notification settings: ${err.message}`)
+          }
+        }
+      },
       async onLogOut (e) {
         e.preventDefault()
         let { instanceName } = this.get()
diff --git a/routes/_store/observers/instanceObservers.js b/routes/_store/observers/instanceObservers.js
index b5e4477..b088d8a 100644
--- a/routes/_store/observers/instanceObservers.js
+++ b/routes/_store/observers/instanceObservers.js
@@ -1,6 +1,7 @@
 import { updateInstanceInfo, updateVerifyCredentialsForInstance } from '../../_actions/instances'
 import { updateLists } from '../../_actions/lists'
 import { createStream } from '../../_actions/streaming'
+import { updatePushSubscriptionForInstance } from '../../_actions/pushSubscription'
 import { updateCustomEmojiForInstance } from '../../_actions/emoji'
 import { addStatusesOrNotifications } from '../../_actions/addStatusOrNotification'
 import { getTimeline } from '../../_api/timelines'
@@ -28,6 +29,7 @@ export function instanceObservers (store) {
     updateInstanceInfo(currentInstance)
     updateCustomEmojiForInstance(currentInstance)
     updateLists()
+    updatePushSubscriptionForInstance(currentInstance)
 
     await updateInstanceInfo(currentInstance)
 
diff --git a/routes/_store/observers/notificationPermissionObservers.js b/routes/_store/observers/notificationPermissionObservers.js
new file mode 100644
index 0000000..ad1275d
--- /dev/null
+++ b/routes/_store/observers/notificationPermissionObservers.js
@@ -0,0 +1,13 @@
+export function notificationPermissionObservers (store) {
+  if (!process.browser) {
+    return
+  }
+
+  navigator.permissions.query({ name: 'notifications' }).then(permission => {
+    store.set({ notificationPermission: permission.state })
+
+    permission.onchange = event => {
+      store.set({ notificationPermission: event.target.state })
+    }
+  })
+}
diff --git a/routes/_store/observers/observers.js b/routes/_store/observers/observers.js
index 3f0f515..a66aa94 100644
--- a/routes/_store/observers/observers.js
+++ b/routes/_store/observers/observers.js
@@ -6,6 +6,7 @@ import { navObservers } from './navObservers'
 import { autosuggestObservers } from './autosuggestObservers'
 import { pageVisibilityObservers } from './pageVisibilityObservers'
 import { resizeObservers } from './resizeObservers'
+import { notificationPermissionObservers } from './notificationPermissionObservers'
 
 export function observers (store) {
   instanceObservers(store)
@@ -16,4 +17,5 @@ export function observers (store) {
   autosuggestObservers(store)
   pageVisibilityObservers(store)
   resizeObservers(store)
+  notificationPermissionObservers(store)
 }
diff --git a/routes/_store/store.js b/routes/_store/store.js
index 0122b24..b772507 100644
--- a/routes/_store/store.js
+++ b/routes/_store/store.js
@@ -17,7 +17,8 @@ const KEYS_TO_STORE_IN_LOCAL_STORAGE = new Set([
   'reduceMotion',
   'omitEmojiInDisplayNames',
   'pinnedPages',
-  'composeData'
+  'composeData',
+  'pushSubscription'
 ])
 
 class PinaforeStore extends LocalStorageStore {
@@ -49,7 +50,9 @@ export const store = new PinaforeStore({
   customEmoji: {},
   composeData: {},
   verifyCredentials: {},
-  online: !process.browser || navigator.onLine
+  online: !process.browser || navigator.onLine,
+  pushNotificationsSupport: process.browser && ('serviceWorker' in navigator && 'PushManager' in window && 'getKey' in window.PushSubscription.prototype),
+  pushSubscription: null
 })
 
 mixins(PinaforeStore)
diff --git a/routes/_utils/base64.js b/routes/_utils/base64.js
new file mode 100644
index 0000000..d2d4c37
--- /dev/null
+++ b/routes/_utils/base64.js
@@ -0,0 +1,20 @@
+const decodeBase64 = base64 => {
+  const rawData = window.atob(base64)
+  const outputArray = new Uint8Array(rawData.length)
+
+  for (let i = 0; i < rawData.length; ++i) {
+    outputArray[i] = rawData.charCodeAt(i)
+  }
+
+  return outputArray
+}
+
+// Taken from https://www.npmjs.com/package/web-push
+export const urlBase64ToUint8Array = (base64String) => {
+  const padding = '='.repeat((4 - base64String.length % 4) % 4)
+  const base64 = (base64String + padding)
+    .replace(/-/g, '+')
+    .replace(/_/g, '/')
+
+  return decodeBase64(base64)
+}
diff --git a/templates/service-worker.js b/templates/service-worker.js
index f14a97a..efced8b 100644
--- a/templates/service-worker.js
+++ b/templates/service-worker.js
@@ -94,3 +94,206 @@ self.addEventListener('fetch', event => {
     return fetch(req)
   })())
 })
+
+self.addEventListener('push', event => {
+  event.waitUntil((async () => {
+    const data = event.data.json()
+    const { origin } = new URL(data.icon)
+
+    try {
+      const notification = await get(`${origin}/api/v1/notifications/${data.notification_id}`, {
+        'Authorization': `Bearer ${data.access_token}`
+      }, { timeout: 2000 })
+
+      await showRichNotification(data, notification)
+    } catch (e) {
+      await showSimpleNotification(data)
+    }
+  })())
+})
+
+async function showSimpleNotification (data) {
+  await self.registration.showNotification(data.title, {
+    icon: data.icon,
+    body: data.body
+  })
+}
+
+async function showRichNotification (data, notification) {
+  const { origin } = new URL(data.icon)
+
+  switch (notification.type) {
+    case 'follow': {
+      await self.registration.showNotification(data.title, {
+        icon: data.icon,
+        body: data.body,
+        tag: notification.id,
+        data: {
+          url: `${self.location.origin}/accounts/${notification.account.id}`
+        }
+      })
+      break
+    }
+    case 'mention': {
+      const actions = [{
+        action: 'favourite',
+        title: 'Favourite'
+      }, {
+        action: 'reblog',
+        title: 'Boost'
+      }]
+
+      if ('reply' in NotificationEvent.prototype) {
+        actions.splice(0, 0, {
+          action: 'reply',
+          type: 'text',
+          title: 'Reply'
+        })
+      }
+
+      await self.registration.showNotification(data.title, {
+        icon: data.icon,
+        body: data.body,
+        tag: notification.id,
+        data: {
+          instance: origin,
+          status_id: notification.status.id,
+          access_token: data.access_token,
+          url: `${self.location.origin}/statuses/${notification.status.id}`
+        },
+        actions
+      })
+      break
+    }
+    case 'reblog': {
+      await self.registration.showNotification(data.title, {
+        icon: data.icon,
+        body: data.body,
+        tag: notification.id,
+        data: {
+          url: `${self.location.origin}/statuses/${notification.status.id}`
+        }
+      })
+      break
+    }
+    case 'favourite': {
+      await self.registration.showNotification(data.title, {
+        icon: data.icon,
+        body: data.body,
+        tag: notification.id,
+        data: {
+          url: `${self.location.origin}/statuses/${notification.status.id}`
+        }
+      })
+      break
+    }
+  }
+}
+
+const cloneNotification = notification => {
+  const clone = { }
+
+  // Object.assign() does not work with notifications
+  for (let k in notification) {
+    clone[k] = notification[k]
+  }
+
+  return clone
+}
+
+const updateNotificationWithoutAction = (notification, action) => {
+  const newNotification = cloneNotification(notification)
+
+  newNotification.actions = newNotification.actions.filter(item => item.action !== action)
+
+  return self.registration.showNotification(newNotification.title, newNotification)
+}
+
+self.addEventListener('notificationclick', event => {
+  event.waitUntil((async () => {
+    switch (event.action) {
+      case 'reply': {
+        await post(`${event.notification.data.instance}/api/v1/statuses/`, {
+          status: event.reply,
+          in_reply_to_id: event.notification.data.status_id
+        }, { 'Authorization': `Bearer ${event.notification.data.access_token}` })
+        await updateNotificationWithoutAction(event.notification, 'reply')
+        break
+      }
+      case 'reblog': {
+        await post(`${event.notification.data.instance}/api/v1/statuses/${event.notification.data.status_id}/reblog`, null, { 'Authorization': `Bearer ${event.notification.data.access_token}` })
+        await updateNotificationWithoutAction(event.notification, 'reblog')
+        break
+      }
+      case 'favourite': {
+        await post(`${event.notification.data.instance}/api/v1/statuses/${event.notification.data.status_id}/favourite`, null, { 'Authorization': `Bearer ${event.notification.data.access_token}` })
+        await updateNotificationWithoutAction(event.notification, 'favourite')
+        break
+      }
+      default: {
+        await self.clients.openWindow(event.notification.data.url)
+        await event.notification.close()
+        break
+      }
+    }
+  })())
+})
+
+// Copy-paste from ajax.js
+async function get (url, headers, options) {
+  return _fetch(url, makeFetchOptions('GET', headers), options)
+}
+
+async function post (url, body, headers, options) {
+  return _putOrPostOrPatch('POST', url, body, headers, options)
+}
+
+async function _putOrPostOrPatch (method, url, body, headers, options) {
+  let fetchOptions = makeFetchOptions(method, headers)
+  if (body) {
+    if (body instanceof FormData) {
+      fetchOptions.body = body
+    } else {
+      fetchOptions.body = JSON.stringify(body)
+      fetchOptions.headers['Content-Type'] = 'application/json'
+    }
+  }
+  return _fetch(url, fetchOptions, options)
+}
+
+async function _fetch (url, fetchOptions, options) {
+  let response
+  if (options && options.timeout) {
+    response = await fetchWithTimeout(url, fetchOptions, options.timeout)
+  } else {
+    response = await fetch(url, fetchOptions)
+  }
+  return throwErrorIfInvalidResponse(response)
+}
+
+async function throwErrorIfInvalidResponse (response) {
+  let json = await response.json()
+  if (response.status >= 200 && response.status < 300) {
+    return json
+  }
+  if (json && json.error) {
+    throw new Error(response.status + ': ' + json.error)
+  }
+  throw new Error('Request failed: ' + response.status)
+}
+
+function fetchWithTimeout (url, fetchOptions, timeout) {
+  return new Promise((resolve, reject) => {
+    fetch(url, fetchOptions).then(resolve, reject)
+    setTimeout(() => reject(new Error(`Timed out after ${timeout / 1000} seconds`)), timeout)
+  })
+}
+
+function makeFetchOptions (method, headers) {
+  return {
+    method,
+    headers: Object.assign(headers || {}, {
+      'Accept': 'application/json'
+    })
+  }
+}