diff --git a/app/helpers/events_helper.rb b/app/helpers/events_helper.rb
index 03c3ee3363d..cd70c6f3962 100644
--- a/app/helpers/events_helper.rb
+++ b/app/helpers/events_helper.rb
@@ -157,7 +157,7 @@ module EventsHelper
         project_commit_url(event.project,
                                      id: event.commit_to)
       end
-    else
+    elsif event.ref_name
       project_commits_url(event.project,
                                     event.ref_name)
     end
diff --git a/app/views/events/_event.atom.builder b/app/views/events/_event.atom.builder
index 17bf43a4590..c429bbbb610 100644
--- a/app/views/events/_event.atom.builder
+++ b/app/views/events/_event.atom.builder
@@ -3,10 +3,11 @@
 return unless event.visible_to_user?(current_user)
 
 event = event.present
+event_url = event_feed_url(event)
 
 xml.entry do
   xml.id      "tag:#{request.host},#{event.created_at.strftime("%Y-%m-%d")}:#{event.id}"
-  xml.link    href: event_feed_url(event)
+  xml.link    href: event_url if event_url
   xml.title   truncate(event_feed_title(event), length: 80)
   xml.updated event.updated_at.xmlschema
 
diff --git a/app/views/events/_event_push.atom.haml b/app/views/events/_event_push.atom.haml
index c5b033b1185..c3786d7c16d 100644
--- a/app/views/events/_event_push.atom.haml
+++ b/app/views/events/_event_push.atom.haml
@@ -1,7 +1,9 @@
+- event_url = event_feed_url(event)
+
 %div{ xmlns: "http://www.w3.org/1999/xhtml" }
   %p
     %strong= event.author_name
-    = link_to "(#{truncate_sha(event.commit_id)})", event_feed_url(event)
+    = link_to "(#{truncate_sha(event.commit_id)})", event_url if event_url
     %i
       at
       = event.created_at.to_s(:short)
diff --git a/changelogs/unreleased/fix-push-multiple-tags-atom.yml b/changelogs/unreleased/fix-push-multiple-tags-atom.yml
new file mode 100644
index 00000000000..bbe9b90ce78
--- /dev/null
+++ b/changelogs/unreleased/fix-push-multiple-tags-atom.yml
@@ -0,0 +1,5 @@
+---
+title: Fix atom feed with push events for multiple tags
+merge_request: 62059
+author:
+type: fixed
diff --git a/spec/controllers/dashboard/projects_controller_spec.rb b/spec/controllers/dashboard/projects_controller_spec.rb
index dcec8012f03..ed8dc1eb7cb 100644
--- a/spec/controllers/dashboard/projects_controller_spec.rb
+++ b/spec/controllers/dashboard/projects_controller_spec.rb
@@ -156,6 +156,12 @@ RSpec.describe Dashboard::ProjectsController, :aggregate_failures do
         let!(:design_event) { create(:design_event, project: project) }
         let!(:wiki_page_event) { create(:wiki_page_event, project: project) }
         let!(:issue_event) { create(:closed_issue_event, project: project) }
+        let!(:push_event) do
+          create(:push_event, project: project).tap do |event|
+            create(:push_event_payload, event: event, ref_count: 2, ref: nil, ref_type: :tag, commit_count: 0, action: :pushed)
+          end
+        end
+
         let(:design) { design_event.design }
         let(:wiki_page) { wiki_page_event.wiki_page }
         let(:issue) { issue_event.issue }
@@ -168,9 +174,10 @@ RSpec.describe Dashboard::ProjectsController, :aggregate_failures do
         it 'renders all kinds of event without error' do
           get :index, format: :atom
 
-          expect(assigns(:events)).to include(design_event, wiki_page_event, issue_event)
+          expect(assigns(:events)).to include(design_event, wiki_page_event, issue_event, push_event)
           expect(response).to render_template('dashboard/projects/index')
           expect(response.body).to include(
+            "pushed to project",
             "uploaded design #{design.to_reference}",
             "created wiki page #{wiki_page.title}",
             "joined project #{project.full_name}",
diff --git a/spec/helpers/events_helper_spec.rb b/spec/helpers/events_helper_spec.rb
index 264bad92d56..073cebeecd5 100644
--- a/spec/helpers/events_helper_spec.rb
+++ b/spec/helpers/events_helper_spec.rb
@@ -88,6 +88,13 @@ RSpec.describe EventsHelper do
 
       expect(helper.event_feed_url(event)).to eq(push_event_feed_url(event))
     end
+
+    it 'returns nil for push event with multiple refs' do
+      event = create(:push_event)
+      create(:push_event_payload, event: event, ref_count: 2, ref: nil, ref_type: :tag, commit_count: 0, action: :pushed)
+
+      expect(helper.event_feed_url(event)).to eq(nil)
+    end
   end
 
   describe '#event_preposition' do