diff --git a/Makefile.local b/Makefile.local
--- a/Makefile.local
+++ b/Makefile.local
@@ -15,6 +15,7 @@
 .PHONY: run-migrations
 run-migrations:
 	python3 swh/web/manage.py migrate 2>/dev/null
+	python3 swh/web/manage.py createcachetable 2>/dev/null
 
 .PHONY: run-migrations-prod
 run-migrations-prod:
diff --git a/debian/postinst b/debian/postinst
--- a/debian/postinst
+++ b/debian/postinst
@@ -1,3 +1,5 @@
 #!/bin/bash
 
 django-admin migrate --settings=swh.web.settings.production
+django-admin createcachetable --settings=swh.web.settings.production
+
diff --git a/swh/web/assets/src/bundles/webapp/webapp.css b/swh/web/assets/src/bundles/webapp/webapp.css
--- a/swh/web/assets/src/bundles/webapp/webapp.css
+++ b/swh/web/assets/src/bundles/webapp/webapp.css
@@ -431,7 +431,7 @@
 }
 
 .swh-coverage {
-    height: 65px;
+    height: 78px;
     padding-top: 0.3rem;
     border: none;
 }
diff --git a/swh/web/browse/views/origin.py b/swh/web/browse/views/origin.py
--- a/swh/web/browse/views/origin.py
+++ b/swh/web/browse/views/origin.py
@@ -7,6 +7,7 @@
 
 from distutils.util import strtobool
 
+from django.views.decorators.cache import cache_page
 from django.http import HttpResponse
 from django.shortcuts import render, redirect
 
@@ -20,6 +21,7 @@
     get_origin_info, get_snapshot_context
 )
 from swh.web.browse.browseurls import browse_route
+from swh.web.misc.coverage import code_providers
 
 from .utils.snapshot_context import (
     browse_snapshot_directory, browse_snapshot_content,
@@ -211,6 +213,31 @@
     return HttpResponse(results, content_type='application/json')
 
 
+@browse_route(r'origin/coverage_count/',
+              view_name='browse-origin-coverage-count')
+@cache_page(24 * 60 * 60, cache='db_cache')
+def _origin_coverage_count(request):
+    """Internal browse endpoint to count the number of origins associated
+    to each code provider declared in the archive coverage list.
+    As this operation takes some times, we execute it once per day and
+    cache its results to database. The cached origin counts are then served.
+    """
+    try:
+        results = []
+        for code_provider in code_providers:
+            pattern = code_provider['origin_url_pattern']
+            results.append({
+                'provider_id': code_provider['provider_id'],
+                'origin_count': service.storage.origin_count(pattern),
+                'origin_types': code_provider['origin_types']
+            })
+        results = json.dumps(results)
+    except Exception as exc:
+        return handle_view_exception(request, exc, html_response=False)
+
+    return HttpResponse(results, content_type='application/json')
+
+
 @browse_route(r'origin/(?P<origin_id>[0-9]+)/latest_snapshot/',
               view_name='browse-origin-latest-snapshot')
 def _origin_latest_snapshot(request, origin_id):
diff --git a/swh/web/misc/coverage.py b/swh/web/misc/coverage.py
--- a/swh/web/misc/coverage.py
+++ b/swh/web/misc/coverage.py
@@ -8,69 +8,100 @@
 
 # Current coverage list of the archive
 # TODO: Retrieve that list dynamically instead of hardcoding it
-_code_providers = [
+code_providers = [
     {
+        'provider_id': 'debian',
         'provider_url': 'https://www.debian.org/',
         'provider_logo': 'img/logos/debian.png',
         'provider_info': 'source packages from the Debian distribution '
                          '(continuously archived)',
+        'origin_url_pattern': 'deb://',
+        'origin_types': 'packages'
     },
     {
+        'provider_id': 'framagit',
         'provider_url': 'https://framagit.org/',
         'provider_logo': 'img/logos/framagit.png',
         'provider_info': 'public repositories from Framagit '
                          '(continuously archived)',
+        'origin_url_pattern': 'https://framagit.org/',
+        'origin_types': 'repositories'
     },
     {
+        'provider_id': 'github',
         'provider_url': 'https://github.com',
         'provider_logo': 'img/logos/github.png',
         'provider_info': 'public repositories from GitHub '
                          '(continuously archived)',
+        'origin_url_pattern': 'https://github.com/',
+        'origin_types': 'repositories'
     },
     {
+        'provider_id': 'gitlab',
         'provider_url': 'https://gitlab.com',
         'provider_logo': 'img/logos/gitlab.svg',
         'provider_info': 'public repositories from GitLab '
                          '(continuously archived)',
+        'origin_url_pattern': 'https://gitlab.com',
+        'origin_types': 'repositories'
     },
     {
+        'provider_id': 'gitorious',
         'provider_url': 'https://gitorious.org/',
         'provider_logo': 'img/logos/gitorious.png',
         'provider_info': 'public repositories from the former Gitorious code '
                          'hosting service',
+        'origin_url_pattern': 'https://gitorious.org/',
+        'origin_types': 'repositories'
     },
     {
+        'provider_id': 'googlecode',
         'provider_url': 'https://code.google.com/archive/',
         'provider_logo': 'img/logos/googlecode.png',
         'provider_info': 'public repositories from the former Google Code '
                          'project hosting service',
+        'origin_url_pattern': '.googlecode.com/',
+        'origin_types': 'repositories'
     },
     {
+        'provider_id': 'gnu',
         'provider_url': 'https://www.gnu.org',
         'provider_logo': 'img/logos/gnu.png',
         'provider_info': 'releases from the GNU project (as of August 2015)',
+        'origin_url_pattern': 'rsync://ftp.gnu.org/',
+        'origin_types': 'releases'
     },
     {
+        'provider_id': 'hal',
         'provider_url': 'https://hal.archives-ouvertes.fr/',
         'provider_logo': 'img/logos/hal.png',
         'provider_info': 'scientific software source code deposited in the '
-                         'open archive HAL'
+                         'open archive HAL',
+        'origin_url_pattern': 'https://hal.archives-ouvertes.fr',
+        'origin_types': 'deposits'
+
     },
     {
+        'provider_id': 'inria',
         'provider_url': 'https://gitlab.inria.fr',
         'provider_logo': 'img/logos/inria.jpg',
         'provider_info': 'public repositories from Inria GitLab '
                          '(continuously archived)',
+        'origin_url_pattern': 'https://gitlab.inria.fr',
+        'origin_types': 'repositories'
     },
     {
+        'provider_id': 'pypi',
         'provider_url': 'https://pypi.org',
         'provider_logo': 'img/logos/pypi.svg',
         'provider_info': 'source packages from the Python Packaging Index '
                          '(continuously archived)',
+        'origin_url_pattern': 'https://pypi.org',
+        'origin_types': 'packages'
     },
 ]
 
 
 @xframe_options_exempt
 def swh_coverage(request):
-    return render(request, 'coverage.html', {'providers': _code_providers})
+    return render(request, 'coverage.html', {'providers': code_providers})
diff --git a/swh/web/settings/common.py b/swh/web/settings/common.py
--- a/swh/web/settings/common.py
+++ b/swh/web/settings/common.py
@@ -233,3 +233,13 @@
 LOGIN_REDIRECT_URL = 'admin'
 
 SESSION_ENGINE = 'django.contrib.sessions.backends.cache'
+
+CACHES = {
+    'default': {
+        'BACKEND': 'django.core.cache.backends.locmem.LocMemCache'
+    },
+    'db_cache': {
+        'BACKEND': 'django.core.cache.backends.db.DatabaseCache',
+        'LOCATION': 'swh_web_cache',
+    }
+}
diff --git a/swh/web/settings/production.py b/swh/web/settings/production.py
--- a/swh/web/settings/production.py
+++ b/swh/web/settings/production.py
@@ -24,7 +24,7 @@
 MIDDLEWARE += ['swh.web.common.middlewares.HtmlMinifyMiddleware',
                 'django.middleware.cache.FetchFromCacheMiddleware']
 
-CACHES = {
+CACHES.update({
     'default': {
         'BACKEND': 'django.core.cache.backends.memcached.MemcachedCache',
         'LOCATION': swh_web_config['throttling']['cache_uri'],
diff --git a/swh/web/templates/coverage.html b/swh/web/templates/coverage.html
--- a/swh/web/templates/coverage.html
+++ b/swh/web/templates/coverage.html
@@ -18,6 +18,7 @@
     <title>Software Heritage archive coverage</title>
     {% render_bundle 'vendors' %}
     {% render_bundle 'webapp' %}
+    <script src="{% url 'js_reverse' %}" type="text/javascript"></script>
     <base target="_parent">
   </head>
 
@@ -28,10 +29,11 @@
           <div class="row">
             {% for provider in providers %}
               <div class="col-md-2">
-                <div class="card swh-coverage" title="{{ provider.provider_info }}">
+                <div class="card swh-coverage" id="{{ provider.provider_id }}" title="{{ provider.provider_info }}">
                   <a href="{{ provider.provider_url }}">
                     <img class="card-img-top swh-coverage-logo" src="{% static provider.provider_logo %}">
                   </a>
+                  <div class="text-center origin-count"></div>
                 </div>
               </div>
             {% endfor %}
@@ -40,4 +42,19 @@
       </div>
     </div>
   </body>
+  <script>
+    $.ajax({
+      url: Urls.browse_origin_coverage_count(),
+      dataType: 'json',
+      success: function (data) {
+        for (var i = 0 ; i < data.length; ++i) {
+          var provider_id = data[i].provider_id;
+          var origin_count = data[i].origin_count;
+          var origin_types = data[i].origin_types;
+          var text = origin_count.toLocaleString() + ' ' + origin_types;
+          $('#'+provider_id + ' .origin-count').text(text);
+        }
+      }
+    });
+  </script>
 </html>
diff --git a/swh/web/templates/homepage.html b/swh/web/templates/homepage.html
--- a/swh/web/templates/homepage.html
+++ b/swh/web/templates/homepage.html
@@ -115,5 +115,6 @@
     $('.swh-coverage-list').iFrameResize({heightCalculationMethod: 'taggedElement'});
   });
   swh.webapp.initPage('home');
+
 </script>
 {% endblock %}