diff --git a/.env b/.env
index 98b1a80..597478a 100644
--- a/.env
+++ b/.env
@@ -1,3 +1,4 @@
 POSTGRES_DB=league
 POSTGRES_USER=league
 POSTGRES_PASSWORD=league
+CELERY_BROKER_URL=redis://cache:6379/0
diff --git a/app/autoapp.py b/app/autoapp.py
index 048b485..2e3ad17 100755
--- a/app/autoapp.py
+++ b/app/autoapp.py
@@ -7,4 +7,8 @@
 
 CONFIG = DevConfig if get_debug_flag() else ProdConfig
 
-app = create_app(CONFIG)
+flaskapp = create_app(CONFIG)
+
+# push app context so we can reference extensions
+flaskapp.app_context().push()
+celery = flaskapp.extensions['flask-celeryext'].celery
diff --git a/app/league/admin/views.py b/app/league/admin/views.py
index 7adbd96..1d06d91 100644
--- a/app/league/admin/views.py
+++ b/app/league/admin/views.py
@@ -84,6 +84,13 @@ def settings():
     return render_template('admin/settings.html')
 
 
+@blueprint.route('/aga-syncing')
+@admin_required
+def aga_syncing():
+    """AGA syncing."""
+    return render_template('admin/aga_syncing.html')
+
+
 @blueprint.route('/site_settings/', methods=['GET', 'POST'])
 @admin_required
 def manage_site_settings():
diff --git a/app/league/api/views.py b/app/league/api/views.py
index 82836c5..70f57e1 100644
--- a/app/league/api/views.py
+++ b/app/league/api/views.py
@@ -5,6 +5,7 @@
 from flask import Blueprint, jsonify, request, url_for
 from flask_login import login_required
 
+from league import tasks
 from league.api.forms import GameCreateForm, GameUpdateForm
 from league.extensions import csrf_protect, messenger
 from league.models import Color, Game, Player
@@ -20,7 +21,8 @@ def _set_game_create_choices(game_create_form):
     Should allow up to one more than current maxima.
     """
     max_season, max_episode = Game.get_max_season_ep()
-    game_create_form.season.choices = [(s, s) for s in range(1, max_season + 2)]
+    game_create_form.season.choices = [(s, s) for s in
+                                       range(1, max_season + 2)]
     game_create_form.episode.choices = [(e, e) for e in
                                         range(1, max_episode + 2)]
 
@@ -86,10 +88,12 @@ def _slack_game_msg(game):
 
     return result.format(w_name=game.white.full_name,
                          w_url=url_for('dashboard.get_player',
-                                       player_id=game.white.id, _external=True),
+                                       player_id=game.white.id,
+                                       _external=True),
                          b_name=game.black.full_name,
                          b_url=url_for('dashboard.get_player',
-                                       player_id=game.black.id, _external=True),
+                                       player_id=game.black.id,
+                                       _external=True),
                          handicap=game.handicap,
                          komi=game.komi,
                          date_string=game.played_at,
@@ -137,3 +141,20 @@ def delete_game(game_id):
         return '', 204
     else:
         return '', 404
+
+
+@blueprint.route('/hello-world')
+def hello_world():
+    """Run and wait for Hello world task."""
+    result = tasks.hello_world.delay()
+
+    return result.wait(), 200
+
+
+@blueprint.route('/queue-aga-sync', methods=['POST'])
+@login_required
+def queue_aga_sync():
+    """Queue AGA sync job."""
+    tasks.sync_aga_data.delay()
+
+    return 'Task queued!', 200
diff --git a/app/league/app.py b/app/league/app.py
index bfba108..dbb9e4a 100644
--- a/app/league/app.py
+++ b/app/league/app.py
@@ -7,15 +7,15 @@
 
 from league import admin, api, commands, dashboard, public
 from league.assets import assets
-from league.extensions import (bcrypt, cache, csrf_protect, db, debug_toolbar,
-                               login_manager, messenger, migrate)
+from league.extensions import (bcrypt, cache, celery, csrf_protect, db,
+                               debug_toolbar, login_manager, messenger, migrate)
 from league.public.forms import LoginForm
 from league.settings import ProdConfig
 
 
 def create_app(config_object=ProdConfig):
     """
-    An application factory.
+    Create application using app factory.
 
     See: http://flask.pocoo.org/docs/patterns/appfactories/.
 
@@ -38,6 +38,7 @@ def register_extensions(app):
     bcrypt.init_app(app)
     cache.init_app(app)
     db.init_app(app)
+    celery.init_app(app)
     csrf_protect.init_app(app)
     login_manager.init_app(app)
     debug_toolbar.init_app(app)
diff --git a/app/league/extensions.py b/app/league/extensions.py
index dc02ddb..6bedbf8 100644
--- a/app/league/extensions.py
+++ b/app/league/extensions.py
@@ -6,6 +6,7 @@
 """
 from flask_bcrypt import Bcrypt
 from flask_caching import Cache
+from flask_celeryext import FlaskCeleryExt
 from flask_debugtoolbar import DebugToolbarExtension
 from flask_login import LoginManager
 from flask_migrate import Migrate
@@ -15,6 +16,7 @@
 from league.slack_messenger import SlackMessenger
 
 bcrypt = Bcrypt()
+celery = FlaskCeleryExt()
 csrf_protect = CsrfProtect()
 login_manager = LoginManager()
 db = SQLAlchemy()
diff --git a/app/league/settings.py b/app/league/settings.py
index 359d2c1..852f4bd 100644
--- a/app/league/settings.py
+++ b/app/league/settings.py
@@ -26,6 +26,10 @@ class Config(object):
             '<a href="https://github.com/massgo/league">GitHub</a>.'
         )
     }
+    CELERY_BROKER_URL = os.environ.get('CELERY_BROKER_URL',
+                                       'redis://cache:6379/0')
+    CELERY_RESULT_BACKEND = os.environ.get('CELERY_RESULT_BACKEND',
+                                           'rpc://queue')
 
 
 class ProdConfig(Config):
@@ -59,6 +63,10 @@ class DevConfig(Config):
     ASSETS_DEBUG = True  # Don't bundle/minify static assets
     CACHE_TYPE = 'simple'  # Can be "memcached", "redis", etc.
     LEAGUE_ROOT_PASS = 'root'
+    CELERY_BROKER_URL = os.environ.get('CELERY_BROKER_URL',
+                                       'redis://localhost:6379/0')
+    CELERY_RESULT_BACKEND = os.environ.get('CELERY_RESULT_BACKEND',
+                                           'redis://localhost:6379/0')
 
 
 class TestConfig(Config):
diff --git a/app/league/tasks.py b/app/league/tasks.py
new file mode 100644
index 0000000..424cde3
--- /dev/null
+++ b/app/league/tasks.py
@@ -0,0 +1,45 @@
+# -*- coding: utf-8 -*-
+"""Celery tasks."""
+import math
+
+from bs4 import BeautifulSoup
+from celery import current_app
+from celery.utils.log import get_task_logger
+from requests import get
+
+from league.models import Player
+
+logger = get_task_logger(__name__)
+
+
+@current_app.task
+def hello_world():
+    """Hello world task."""
+    return 'Hello world!'
+
+
+@current_app.task
+def sync_aga_data():
+    """Update all local AGA data by scraping the AGA servers."""
+    for player in Player.get_players():
+        url = 'http://www.usgo.org/ratings-lookup-id?PlayerID={}'.format(
+            player.aga_id)
+        data = get(url)
+        soup = BeautifulSoup(data.text, 'html.parser')
+        columns = [col.text for col in soup.findAll('tr')[1].findAll('td')]
+        logger.debug('AGA Data: {}'.format(columns))
+
+        if not int(columns[0]) == player.aga_id:
+            continue
+        if columns[2] == '':
+            continue
+
+        rating = float(columns[2])
+        if rating > 0:
+            rank = math.floor(rating)
+        else:
+            rank = math.ceil(rating)
+
+        player.update(aga_rank=rank)
+
+    return
diff --git a/app/league/templates/admin/aga_syncing.html b/app/league/templates/admin/aga_syncing.html
new file mode 100644
index 0000000..d7e4f5b
--- /dev/null
+++ b/app/league/templates/admin/aga_syncing.html
@@ -0,0 +1,46 @@
+
+{% extends "layout.html" %}
+{% block content %}
+<div class="container-narrow">
+  <h1>AGA Syncing</h1>
+  <br/>
+  <button id="submit-button" type="submit" class="btn btn-primary">Sync AGA Data</button>
+</div>
+{% endblock %}
+
+{% block js %}
+<script>
+
+var csrfToken = '{{ csrf_token() }}';
+
+$msg_container = $('#error-container');
+$msg_template = $('#msg-template');
+
+function display_msgs(msgs, alert_type='warning') {
+  $msg_container.hide();
+  for (var attr in msgs) {
+    $msg_container.append($msg_template.html());
+    $alerts = $msg_container.children('.alert');
+    $new_alert = $alerts.last();
+    $new_alert.addClass('alert-' + alert_type);
+    $new_alert.append(msgs[attr]);
+  }
+  $msg_container.show();
+}
+
+$('#submit-button').click(function() {
+    var jqxhr = $.post({
+        url: '{{ url_for('api.queue_aga_sync') }}',
+        data: { csrf_token: csrfToken }
+    })
+    .done(function() {
+        display_msgs(['Job submitted!'], 'success');
+    })
+    .fail(function() {
+        display_msgs(['Job failed to submit!'], 'danger');
+    })
+    console.log(jqxhr);
+});
+
+</script>
+{% endblock %}
diff --git a/app/league/templates/admin/settings.html b/app/league/templates/admin/settings.html
index 48f33ad..c49599d 100644
--- a/app/league/templates/admin/settings.html
+++ b/app/league/templates/admin/settings.html
@@ -8,5 +8,6 @@ <h1>Admin Settings</h1>
   <a href="{{ url_for('admin.create_user') }}"><h3>Create user</h3></a>
   <a href="{{ url_for('admin.manage_slack_integration') }}"><h3>Manage Slack integration</h3></a>
   <a href="{{ url_for('admin.manage_site_settings') }}"><h3>Manage site settings</h3></a>
+  <a href="{{ url_for('admin.aga_syncing') }}"><h3>AGA Syncing</h3></a>
 </div>
 {% endblock %}
diff --git a/app/league/templates/dashboard/games.html b/app/league/templates/dashboard/games.html
index d7cc4c2..8fb49c1 100644
--- a/app/league/templates/dashboard/games.html
+++ b/app/league/templates/dashboard/games.html
@@ -2,13 +2,6 @@
 {% extends "layout.html" %}
 
 {% block content %}
-<!-- See http://stackoverflow.com/questions/18673860/defining-a-html-template-to-append-using-jquery -->
-<script id="error-template" type="text/x-error-template">
-  <div class="alert alert-warning">
-    <a class="close" title="Close" href="#" data-dismiss="alert">&times;</a>
-  </div><!-- end .alert -->
-</script>
-
 <div class="modal fade" id="editor-modal" tabindex="-1" role="dialog" aria-labelledby="editor-title">
   <div class="modal-dialog" role="document">
     <form class="modal-content form-horizontal" id="editor">
@@ -130,18 +123,19 @@ <h1 class="page-header">Games</h1>
   return moment.utc(remotedate, server_dt_format).utcOffset(local_tz).format(local_dt_format);
 }
 
-$error_container = $('#error-container');
-$error_template = $('#error-template');
+$msg_container = $('#error-container');
+$msg_template = $('#msg-template');
 
-function display_errors(errors) {
-  $error_container.hide();
-  for (var attr in errors) {
-    $error_container.append($error_template.html());
-    alerts = $error_container.children('.alert');
-    $new_alert = alerts[alerts.length -1];
-    $new_alert.append(attr + ' - ' + errors[attr]);
+function display_msgs(msgs, alert_type='warning') {
+  $msg_container.hide();
+  for (var attr in msgs) {
+    $msg_container.append($msg_template.html());
+    $alerts = $msg_container.children('.alert');
+    $new_alert = $alerts.last();
+    $new_alert.addClass('alert-' + alert_type);
+    $new_alert.append(msgs[attr]);
   }
-  $error_container.show();
+  $msg_container.show();
 }
 
 function format_player(value) {
@@ -182,7 +176,7 @@ <h1 class="page-header">Games</h1>
       });
     },
     error: function(jqXHR, textStatus, errorThrown) {
-      display_errors(jqXHR.responseJSON);
+      display_msgs(jqXHR.responseJSON);
     }
   });
 }
@@ -219,7 +213,7 @@ <h1 class="page-header">Games</h1>
       });
     },
     error: function(jqXHR, textStatus, errorThrown) {
-      display_errors(jqXHR.responseJSON);
+      display_msgs(jqXHR.responseJSON);
     }
   });
 }
@@ -233,7 +227,7 @@ <h1 class="page-header">Games</h1>
     },
     error: function(jqXHR, textStatus, errorThrown) {
       if (jqXHR.status == 404) {
-        display_errors({'game_id': 'Game ' + id + ' could not be found and was not deleted.'});
+        display_msgs({'game_id': 'Game ' + id + ' could not be found and was not deleted.'});
       }
     }
   });
diff --git a/app/league/templates/layout.html b/app/league/templates/layout.html
index 848ebfc..518262c 100644
--- a/app/league/templates/layout.html
+++ b/app/league/templates/layout.html
@@ -34,6 +34,13 @@
 {% endwith %}
 
 <header>{% block header %}{% endblock %}</header>
+<!-- See http://stackoverflow.com/questions/18673860/defining-a-html-template-to-append-using-jquery -->
+<script id="msg-template" type="text/x-error-template">
+  <div class="alert">
+    <a class="close" title="Close" href="#" data-dismiss="alert">&times;</a>
+  </div><!-- end .alert -->
+</script>
+
 <div class="{% block content_class %}container{% endblock content_class %}">
 
   <div role="main">
diff --git a/app/migrate_and_run.sh b/app/migrate_and_run.sh
index 072dad9..9767477 100755
--- a/app/migrate_and_run.sh
+++ b/app/migrate_and_run.sh
@@ -8,4 +8,4 @@ do
     sleep 1
 done
 
-uwsgi --chmod-socket=666 -s /tmp/uwsgi/uwsgi.sock --plugin python3 --manage-script-name --mount /=autoapp:app
+uwsgi --chmod-socket=666 -s /tmp/uwsgi/uwsgi.sock --plugin python3 --manage-script-name --mount /=autoapp:flaskapp
diff --git a/app/requirements/prod.txt b/app/requirements/prod.txt
index 50eb636..5300a20 100644
--- a/app/requirements/prod.txt
+++ b/app/requirements/prod.txt
@@ -40,3 +40,13 @@ Flask-DebugToolbar==0.10.1
 
 # Requests
 requests==2.18.4
+
+# Queue
+celery==4.1.0
+flask-celeryext==0.3.0
+
+# Cache
+redis==2.10.6
+
+# BeautifulSoup
+beautifulsoup4==4.6.0
diff --git a/docker-compose.yml b/docker-compose.yml
index ae29ea7..dd58767 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -14,6 +14,7 @@ services:
       - SERVER_NAME
     depends_on:
       - db
+      - queue
 
   webserver:
     build: ./webserver
@@ -37,6 +38,54 @@ services:
     volumes:
       - db_data:/var/lib/league/db
 
+  queue:
+    image: rabbitmq:3.6.12
+
+  cache:
+    image: redis:3.2.11-alpine
+
+  worker_1:
+    build: ./app
+    command: celery -A autoapp worker -l DEBUG
+    depends_on:
+      - db
+      - queue
+      - cache
+    environment:
+      - POSTGRES_DB
+      - POSTGRES_USER
+      - POSTGRES_PASSWORD
+      - LEAGUE_ROOT_PASS
+      - SLACK_CHANNEL
+      - SLACK_WEBHOOK
+      - SERVER_NAME
+
+  worker_2:
+    build: ./app
+    command: celery -A autoapp worker -l DEBUG
+    depends_on:
+      - db
+      - queue
+      - cache
+    environment:
+      - POSTGRES_DB
+      - POSTGRES_USER
+      - POSTGRES_PASSWORD
+      - LEAGUE_ROOT_PASS
+      - SLACK_CHANNEL
+      - SLACK_WEBHOOK
+      - SERVER_NAME
+
+  queue_monitor:
+    environment:
+      - CELERY_BROKER_URL
+    image: mher/flower
+    depends_on:
+      - queue
+      - cache
+    ports:
+      - '5555:5555'
+
 volumes:
     uwsgi:
     db_data: