diff --git a/cartographer_ros/cartographer_ros/CMakeLists.txt b/cartographer_ros/cartographer_ros/CMakeLists.txt
index a40935f..667748d 100644
--- a/cartographer_ros/cartographer_ros/CMakeLists.txt
+++ b/cartographer_ros/cartographer_ros/CMakeLists.txt
@@ -102,6 +102,17 @@ install(TARGETS cartographer_pbstream_map_publisher
   RUNTIME DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION}
 )
 
+google_binary(cartographer_dev_pbstream_trajectories_to_rosbag
+  SRCS
+  dev/pbstream_trajectories_to_rosbag_main.cc
+)
+
+install(TARGETS cartographer_dev_pbstream_trajectories_to_rosbag
+  ARCHIVE DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION}
+  LIBRARY DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION}
+  RUNTIME DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION}
+)
+
 google_binary(cartographer_dev_rosbag_publisher
   SRCS
   dev/rosbag_publisher_main.cc
diff --git a/cartographer_ros/cartographer_ros/dev/pbstream_trajectories_to_rosbag_main.cc b/cartographer_ros/cartographer_ros/dev/pbstream_trajectories_to_rosbag_main.cc
new file mode 100644
index 0000000..98a9256
--- /dev/null
+++ b/cartographer_ros/cartographer_ros/dev/pbstream_trajectories_to_rosbag_main.cc
@@ -0,0 +1,95 @@
+/*
+ * Copyright 2019 The Cartographer Authors
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include <iostream>
+#include <string>
+#include <vector>
+
+#include "absl/strings/str_cat.h"
+#include "cartographer/transform/transform.h"
+#include "cartographer_ros/msg_conversion.h"
+#include "cartographer_ros/time_conversion.h"
+#include "geometry_msgs/TransformStamped.h"
+#include "gflags/gflags.h"
+#include "glog/logging.h"
+#include "rosbag/bag.h"
+#include "tf2_msgs/TFMessage.h"
+
+DEFINE_string(input, "", "pbstream file to process");
+DEFINE_string(output, "", "Bag file to write to.");
+DEFINE_string(parent_frame, "map", "Frame id to use as parent frame.");
+
+namespace cartographer_ros {
+namespace {
+
+geometry_msgs::TransformStamped ToTransformStamped(
+    int64_t timestamp_uts, const std::string& parent_frame_id,
+    const std::string& child_frame_id,
+    const cartographer::transform::proto::Rigid3d& parent_T_child) {
+  static int64_t seq = 0;
+  geometry_msgs::TransformStamped xfm;
+  xfm.header.seq = ++seq;
+  xfm.header.frame_id = parent_frame_id;
+  xfm.header.stamp = cartographer_ros::ToRos(
+      ::cartographer::common::FromUniversal(timestamp_uts));
+  xfm.child_frame_id = child_frame_id;
+  xfm.transform = cartographer_ros::ToGeometryMsgTransform(
+      ::cartographer::transform::ToRigid3(parent_T_child));
+  return xfm;
+}
+
+void pbstream_trajectories_to_bag(const std::string& pbstream_filename,
+                                  const std::string& output_bag_filename,
+                                  const std::string& parent_frame_id) {
+  const auto pose_graph =
+      cartographer::io::DeserializePoseGraphFromFile(FLAGS_input);
+
+  rosbag::Bag bag(output_bag_filename, rosbag::bagmode::Write);
+  for (const auto trajectory : pose_graph.trajectory()) {
+    const auto child_frame_id =
+        absl::StrCat("trajectory_", trajectory.trajectory_id());
+    LOG(INFO) << "Writing tf for trajectory id " << trajectory.trajectory_id()
+              << " with " << trajectory.node_size() << " nodes.";
+    for (const auto& node : trajectory.node()) {
+      tf2_msgs::TFMessage tf_msg;
+      tf_msg.transforms.push_back(ToTransformStamped(
+          node.timestamp(), parent_frame_id, child_frame_id, node.pose()));
+      bag.write("/tf", tf_msg.transforms[0].header.stamp, tf_msg);
+    }
+  }
+}
+
+}  // namespace
+}  // namespace cartographer_ros
+
+int main(int argc, char* argv[]) {
+  FLAGS_alsologtostderr = true;
+  google::InitGoogleLogging(argv[0]);
+  google::SetUsageMessage(
+      "\n\n"
+      "Extracts all trajectories from the pbstream and creates a bag file with "
+      "the trajectory poses stored in /tf.\nFor each trajectory, the tool will "
+      "write transforms with the tf parent_frame_id set according to the "
+      "`parent_frame` commandline flag and child_frame_id to `trajectory_i`, "
+      "with `i` corresponding to the `trajectory_id`.");
+  google::ParseCommandLineFlags(&argc, &argv, true);
+  CHECK(!FLAGS_input.empty()) << "-input pbstream is missing.";
+  CHECK(!FLAGS_output.empty()) << "-output is missing.";
+
+  cartographer_ros::pbstream_trajectories_to_bag(FLAGS_input, FLAGS_output,
+                                                 FLAGS_parent_frame);
+  return 0;
+}