diff --git a/include/maxscale/monitor.h b/include/maxscale/monitor.h
index 7aaee2eed..e89947013 100644
--- a/include/maxscale/monitor.h
+++ b/include/maxscale/monitor.h
@@ -293,4 +293,14 @@ json_t* monitor_to_json(const MXS_MONITOR* monitor, const char* host);
  */
 json_t* monitor_list_to_json(const char* host);
 
+/**
+ * @brief Get links to monitors that relate to a server
+ *
+ * @param server Server to inspect
+ * @param host   Hostname of this server
+ *
+ * @return Array of monitor links
+ */
+json_t* monitor_relations_to_server(const SERVER* server, const char* host);
+
 MXS_END_DECLS
diff --git a/include/maxscale/service.h b/include/maxscale/service.h
index beba7a5b2..5a0d56390 100644
--- a/include/maxscale/service.h
+++ b/include/maxscale/service.h
@@ -298,6 +298,26 @@ json_t* service_to_json(const SERVICE* service, const char* host);
  */
 json_t* service_list_to_json(const char* host);
 
+/**
+ * @brief Get links to services that relate to a server
+ *
+ * @param server Server to inspect
+ * @param host   Hostname of this server
+ *
+ * @return Array of service links
+ */
+json_t* service_relations_to_server(const SERVER* server, const char* host);
+
+/**
+ * @brief Get links to services that relate to a filter
+ *
+ * @param filter Filter to inspect
+ * @param host   Hostname of this server
+ *
+ * @return Array of service links
+ */
+json_t* service_relations_to_filter(const MXS_FILTER_DEF* filter, const char* host);
+
 void       dprintAllServices(DCB *dcb);
 void       dprintService(DCB *dcb, SERVICE *service);
 void       dListServices(DCB *dcb);
diff --git a/server/core/filter.cc b/server/core/filter.cc
index 624c6b8b4..cae496c76 100644
--- a/server/core/filter.cc
+++ b/server/core/filter.cc
@@ -24,8 +24,9 @@
 #include <maxscale/log_manager.h>
 #include <maxscale/session.h>
 #include <maxscale/spinlock.h>
-#include "maxscale/filter.h"
+#include <maxscale/service.h>
 
+#include "maxscale/filter.h"
 #include "maxscale/config.h"
 #include "maxscale/modules.h"
 
@@ -505,6 +506,21 @@ json_t* filter_to_json(const MXS_FILTER_DEF* filter, const char* host)
         }
     }
 
+    json_t* rel = json_object();
+
+    json_t* arr = service_relations_to_filter(filter, host);
+
+    if (json_array_size(arr) > 0)
+    {
+        json_object_set_new(rel, "services", arr);
+    }
+    else
+    {
+        json_decref(arr);
+    }
+
+    json_object_set_new(rval, "relationships", rel);
+
     return rval;
 }
 
diff --git a/server/core/monitor.cc b/server/core/monitor.cc
index 5cbebe56b..da0d2c210 100644
--- a/server/core/monitor.cc
+++ b/server/core/monitor.cc
@@ -1605,3 +1605,32 @@ json_t* monitor_list_to_json(const char* host)
 
     return rval;
 }
+
+json_t* monitor_relations_to_server(const SERVER* server, const char* host)
+{
+    json_t* arr = json_array();
+
+    spinlock_acquire(&monLock);
+
+    for (MXS_MONITOR* mon = allMonitors; mon; mon = mon->next)
+    {
+        spinlock_acquire(&mon->lock);
+
+        for (MXS_MONITOR_SERVERS* db = mon->databases; db; db = db->next)
+        {
+            if (db->server == server)
+            {
+                string m = host;
+                m += "/monitors/";
+                m += mon->name;
+                json_array_append_new(arr, json_string(m.c_str()));
+            }
+        }
+
+        spinlock_release(&mon->lock);
+    }
+
+    spinlock_release(&monLock);
+
+    return arr;
+}
diff --git a/server/core/server.cc b/server/core/server.cc
index 4fdaa8698..479382671 100644
--- a/server/core/server.cc
+++ b/server/core/server.cc
@@ -1457,5 +1457,31 @@ json_t* server_to_json(const SERVER* server, const char* host)
 
     json_object_set_new(rval, "statictics", stats);
 
+    json_t* rel = json_object();
+
+    json_t* arr = service_relations_to_server(server, host);
+
+    if (json_array_size(arr) > 0)
+    {
+        json_object_set_new(rel, "services", arr);
+    }
+    else
+    {
+        json_decref(arr);
+    }
+
+    arr = monitor_relations_to_server(server, host);
+
+    if (json_array_size(arr) > 0)
+    {
+        json_object_set_new(rel, "monitors", arr);
+    }
+    else
+    {
+        json_decref(arr);
+    }
+
+    json_object_set_new(rval, "relationships", rel);
+
     return rval;
 }
diff --git a/server/core/service.cc b/server/core/service.cc
index 9281ed29b..c6fe5c19d 100644
--- a/server/core/service.cc
+++ b/server/core/service.cc
@@ -2502,3 +2502,61 @@ json_t* service_list_to_json(const char* host)
 
     return rval;
 }
+
+static void add_service_relation(json_t* arr, const char* host, const SERVICE* service)
+{
+    string svc = host;
+    svc += "/services/";
+    svc += service->name;
+    json_array_append_new(arr, json_string(svc.c_str()));
+}
+
+json_t* service_relations_to_filter(const MXS_FILTER_DEF* filter, const char* host)
+{
+    json_t* arr = json_array();
+    spinlock_acquire(&service_spin);
+
+    for (SERVICE *service = allServices; service; service = service->next)
+    {
+        spinlock_acquire(&service->spin);
+
+        for (int i = 0; i < service->n_filters; i++)
+        {
+            if (service->filters[i] == filter)
+            {
+                add_service_relation(arr, host, service);
+            }
+        }
+
+        spinlock_release(&service->spin);
+    }
+
+    spinlock_release(&service_spin);
+
+    return arr;
+}
+
+json_t* service_relations_to_server(const SERVER* server, const char* host)
+{
+    json_t* arr = json_array();
+    spinlock_acquire(&service_spin);
+
+    for (SERVICE *service = allServices; service; service = service->next)
+    {
+        spinlock_acquire(&service->spin);
+
+        for (SERVER_REF *ref = service->dbref; ref; ref = ref->next)
+        {
+            if (ref->server == server)
+            {
+                add_service_relation(arr, host, service);
+            }
+        }
+
+        spinlock_release(&service->spin);
+    }
+
+    spinlock_release(&service_spin);
+
+    return arr;
+}