diff --git a/apiv2/__init__.py b/apiv2/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apiv2/admin.py b/apiv2/admin.py
new file mode 100644
index 0000000..8c38f3f
--- /dev/null
+++ b/apiv2/admin.py
@@ -0,0 +1,3 @@
+from django.contrib import admin
+
+# Register your models here.
diff --git a/apiv2/apps.py b/apiv2/apps.py
new file mode 100644
index 0000000..3cdcb0f
--- /dev/null
+++ b/apiv2/apps.py
@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class Apiv2Config(AppConfig):
+    name = 'apiv2'
diff --git a/apiv2/migrations/__init__.py b/apiv2/migrations/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/apiv2/models.py b/apiv2/models.py
new file mode 100644
index 0000000..71a8362
--- /dev/null
+++ b/apiv2/models.py
@@ -0,0 +1,3 @@
+from django.db import models
+
+# Create your models here.
diff --git a/apiv2/serializers.py b/apiv2/serializers.py
new file mode 100644
index 0000000..ffe7639
--- /dev/null
+++ b/apiv2/serializers.py
@@ -0,0 +1,33 @@
+import json
+
+from rest_framework import serializers
+
+from bgpdata.models import CrawlRun, ASLastSeen
+
+
+class CrawlRunSerializer(serializers.ModelSerializer):
+    graph = serializers.ReadOnlyField()
+
+    class Meta:
+        model = CrawlRun
+        fields = ('id', 'startTime', 'endTime', 'asCount', 'asOnlineCount', 'asOfflineCount', 'peeringCount', 'graph')
+
+    def __init__(self, *args, **kwargs):
+        super().__init__(*args, **kwargs)
+
+        if "with_graph" not in self.context['request'].query_params:
+            self.fields.pop("graph")
+
+    def to_representation(self, instance):
+        data = super().to_representation(instance)
+        print(data)
+        for elem in data:
+            if "graph" in data and isinstance(data['graph'], str):
+                data['graph'] = json.loads(data['graph'])
+        return data
+
+
+class ASLastSeenSerializer(serializers.ModelSerializer):
+    class Meta:
+        model = ASLastSeen
+        fields = ('id', 'asn', 'directlyCrawled', 'online', 'lastSeen', 'crawlLastSeen')
diff --git a/apiv2/tests.py b/apiv2/tests.py
new file mode 100644
index 0000000..7ce503c
--- /dev/null
+++ b/apiv2/tests.py
@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.
diff --git a/apiv2/urls.py b/apiv2/urls.py
new file mode 100644
index 0000000..324b601
--- /dev/null
+++ b/apiv2/urls.py
@@ -0,0 +1,12 @@
+from django.conf.urls import include, url
+from rest_framework import routers
+
+from apiv2.views import CrawlRunViewSet, ASLastSeenViewSet
+
+router = routers.DefaultRouter()
+router.register('crawlrun', CrawlRunViewSet)
+router.register('asn', ASLastSeenViewSet)
+
+urlpatterns = [
+    url('', include(router.urls)),
+]
diff --git a/apiv2/views.py b/apiv2/views.py
new file mode 100644
index 0000000..0892945
--- /dev/null
+++ b/apiv2/views.py
@@ -0,0 +1,30 @@
+from rest_framework import viewsets
+
+from apiv2.serializers import CrawlRunSerializer, ASLastSeenSerializer
+from backend import crawler
+from bgpdata.models import CrawlRun, ASLastSeen
+
+
+class CrawlRunViewSet(viewsets.ReadOnlyModelViewSet):
+    """Represents a CrawlRun.
+
+    Graph is shown if with_graph is passed as query arg.
+    With /live/ the current network is shown (internally, a crawl is triggered for each request)"""
+    queryset = CrawlRun.objects.all()
+    serializer_class = CrawlRunSerializer
+
+    def get_object(self):
+        lookup_url_kwarg = self.lookup_url_kwarg or self.lookup_field
+        if self.kwargs.get(lookup_url_kwarg) == "live":
+            net = crawler.get_current_network()
+            obj = crawler.make_crawl_from_net(net)
+            self.check_object_permissions(self.request, obj)
+        else:
+            obj = super().get_object()
+
+        return obj
+
+
+class ASLastSeenViewSet(viewsets.ReadOnlyModelViewSet):
+    queryset = ASLastSeen.objects.all()
+    serializer_class = ASLastSeenSerializer
diff --git a/dnmapper/settings.py b/dnmapper/settings.py
index cdeadf6..c7bfd01 100644
--- a/dnmapper/settings.py
+++ b/dnmapper/settings.py
@@ -41,6 +41,7 @@ INSTALLED_APPS = (
     'django.contrib.sessions',
     'django.contrib.messages',
     'django.contrib.staticfiles',
+    'rest_framework',
     'bgpdata',
     'tastypie',
 )
diff --git a/dnmapper/urls.py b/dnmapper/urls.py
index a3ad53c..29b5566 100644
--- a/dnmapper/urls.py
+++ b/dnmapper/urls.py
@@ -8,6 +8,7 @@ from django.views.generic import RedirectView
 
 import bgpdata.urls
 import bgpdata.api_urls
+import apiv2.urls
 
 urlpatterns = (
     # Examples:
@@ -16,6 +17,7 @@ urlpatterns = (
     url(r'^$', RedirectView.as_view(url='/map/')),
     url(r'^map/', include(bgpdata.urls)),
     url(r'^api/v1/', include(bgpdata.api_urls)),
+    url(r'^api/v2/', include(apiv2.urls)),
 
     url(r'^admin/', admin.site.urls),
 )