diff --git a/changes/issue-5319-json-arrayagg b/changes/issue-5319-json-arrayagg
new file mode 100644
index 0000000000..eec36a0670
--- /dev/null
+++ b/changes/issue-5319-json-arrayagg
@@ -0,0 +1,2 @@
+* Remove usage of JSON_ARRAYAGG in sql queries. Not supported in MySQL < 5.7.22 and
+  AWS RDS Aurora used in Terraform.
diff --git a/server/datastore/mysql/hosts.go b/server/datastore/mysql/hosts.go
index bde61e5000..8a00060907 100644
--- a/server/datastore/mysql/hosts.go
+++ b/server/datastore/mysql/hosts.go
@@ -1672,13 +1672,13 @@ SELECT
   team_id id,
   'os_versions' type,
   COALESCE(
-    JSON_ARRAYAGG(
+    CONCAT('[', GROUP_CONCAT(
       JSON_OBJECT(
         'hosts_count', hosts_count,
         'name', name,
         'platform', platform
       )
-    ),
+    ), ']'),
     JSON_ARRAY()
   ) json_value
 FROM