diff --git a/conn.go b/conn.go
index b98434f7..b4469af9 100644
--- a/conn.go
+++ b/conn.go
@@ -613,12 +613,9 @@ from pg_type t
 left join pg_type base_type on t.typelem=base_type.oid
 left join pg_class base_cls ON base_type.typrelid = base_cls.oid
 left join pg_namespace nsp on t.typnamespace=nsp.oid
-left join pg_class cls on t.typrelid=cls.oid
 where (
-	  t.typtype in('b', 'p', 'r', 'e', 'c')
-	  and (base_type.oid is null or base_type.typtype in('b', 'p', 'r', 'c'))
-	  and (cls.oid is null or cls.relkind='c')
-	  and (base_cls.oid is null or base_cls.relkind = 'c')
+	  t.typtype in('b', 'p', 'r', 'e')
+	  and (base_type.oid is null or base_type.typtype in('b', 'p', 'r'))
 	)`
 	)
 
@@ -638,6 +635,10 @@ where (
 		return nil, err
 	}
 
+	if err = c.initConnInfoComposite(cinfo); err != nil {
+		return nil, err
+	}
+
 	return cinfo, nil
 }
 
@@ -750,6 +751,43 @@ where t.typtype = 'd'
 	return nil
 }
 
+func (c *Conn) initConnInfoComposite(cinfo *pgtype.ConnInfo) error {
+	nameOIDs := make(map[string]pgtype.OID, 1)
+
+	rows, err := c.Query(`select t.oid, t.typname
+from pg_type t
+	join pg_class cls on t.typrelid=cls.oid
+where t.typtype = 'c'
+	and cls.relkind='c'`)
+	if err != nil {
+		return err
+	}
+
+	for rows.Next() {
+		var oid pgtype.OID
+		var name pgtype.Text
+		if err := rows.Scan(&oid, &name); err != nil {
+			return err
+		}
+
+		nameOIDs[name.String] = oid
+	}
+
+	if rows.Err() != nil {
+		return rows.Err()
+	}
+
+	for name, oid := range nameOIDs {
+		cinfo.RegisterDataType(pgtype.DataType{
+			Value: &pgtype.Record{},
+			Name:  name,
+			OID:   oid,
+		})
+	}
+
+	return nil
+}
+
 // crateDBTypesQuery checks if the given err is likely to be the result of
 // CrateDB not implementing the pg_types table correctly. If yes, a CrateDB
 // specific query against pg_types is executed and its results are returned. If
diff --git a/pgmock/pgmock.go b/pgmock/pgmock.go
index 7b9e7991..97093968 100644
--- a/pgmock/pgmock.go
+++ b/pgmock/pgmock.go
@@ -212,12 +212,9 @@ from pg_type t
 left join pg_type base_type on t.typelem=base_type.oid
 left join pg_class base_cls ON base_type.typrelid = base_cls.oid
 left join pg_namespace nsp on t.typnamespace=nsp.oid
-left join pg_class cls on t.typrelid=cls.oid
 where (
-	  t.typtype in('b', 'p', 'r', 'e', 'c')
-	  and (base_type.oid is null or base_type.typtype in('b', 'p', 'r', 'c'))
-	  and (cls.oid is null or cls.relkind='c')
-	  and (base_cls.oid is null or base_cls.relkind = 'c')
+	  t.typtype in('b', 'p', 'r', 'e')
+	  and (base_type.oid is null or base_type.typtype in('b', 'p', 'r'))
 	)`,
 		}),
 		ExpectMessage(&pgproto3.Describe{
@@ -532,6 +529,47 @@ where (
 		SendMessage(&pgproto3.ReadyForQuery{TxStatus: 'I'}),
 	}...)
 
+	steps = append(steps, []Step{
+		ExpectMessage(&pgproto3.Parse{
+			Query: "select t.oid, t.typname\nfrom pg_type t\n\tjoin pg_class cls on t.typrelid=cls.oid\nwhere t.typtype = 'c'\n\tand cls.relkind='c'",
+		}),
+		ExpectMessage(&pgproto3.Describe{
+			ObjectType: 'S',
+		}),
+		ExpectMessage(&pgproto3.Sync{}),
+		SendMessage(&pgproto3.ParseComplete{}),
+		SendMessage(&pgproto3.ParameterDescription{}),
+		SendMessage(&pgproto3.RowDescription{
+			Fields: []pgproto3.FieldDescription{
+				{Name: "oid",
+					TableOID:             1247,
+					TableAttributeNumber: 65534,
+					DataTypeOID:          26,
+					DataTypeSize:         4,
+					TypeModifier:         -1,
+					Format:               0,
+				},
+				{Name: "typname",
+					TableOID:             1247,
+					TableAttributeNumber: 1,
+					DataTypeOID:          19,
+					DataTypeSize:         64,
+					TypeModifier:         -1,
+					Format:               0,
+				},
+			},
+		}),
+		SendMessage(&pgproto3.ReadyForQuery{TxStatus: 'I'}),
+		ExpectMessage(&pgproto3.Bind{
+			ResultFormatCodes: []int16{1, 1},
+		}),
+		ExpectMessage(&pgproto3.Execute{}),
+		ExpectMessage(&pgproto3.Sync{}),
+		SendMessage(&pgproto3.BindComplete{}),
+		SendMessage(&pgproto3.CommandComplete{CommandTag: "SELECT 0"}),
+		SendMessage(&pgproto3.ReadyForQuery{TxStatus: 'I'}),
+	}...)
+
 	return steps
 }