diff --git a/bin/merge_traces.sh b/bin/merge_traces.sh
new file mode 100755
index 0000000000..3bc0af705a
--- /dev/null
+++ b/bin/merge_traces.sh
@@ -0,0 +1,99 @@
+#!/bin/bash
+
+################################################################################
+# Copyright (c) 2021 Advanced Micro Devices, Inc. All rights reserved.
+#
+# Permission is hereby granted, free of charge, to any person obtaining a copy
+# of this software and associated documentation files (the "Software"), to deal
+# in the Software without restriction, including without limitation the rights
+# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+# copies of the Software, and to permit persons to whom the Software is
+# furnished to do so, subject to the following conditions:
+#
+# The above copyright notice and this permission notice shall be included in
+# all copies or substantial portions of the Software.
+#
+# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT.  IN NO EVENT SHALL THE
+# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+# THE SOFTWARE.
+################################################################################
+
+#A script to merge rocprof traces and then provide a results.json for the aggregate numbers.
+
+ROCPROF=`which rocprof`
+BIN_DIR=$(dirname $(realpath ${ROCPROF:-/opt/rocm/bin/rocprof}))
+
+bin_name=`basename $0`
+
+# usage method
+usage() {
+  echo "Script for aggregating results from multiple rocprofiler out directries."
+  echo "Full path: $BIN_DIR/$bin_name"
+  echo "Usage:"
+  echo "  $bin_name -o <outputdir> [<inputdir>...]"
+  echo ""
+  echo "Options:"
+  echo "  -o <outputdir> - output directory where the results will be aggregated."
+  echo "  <inputdir>... - space separated list of rocprofiler directories. If not specified, CWD is used."
+  echo ""
+  exit 1
+}
+
+# read arguments
+
+INPUT_DIRS=()
+while getopts "o:h" opt; do
+  case $opt in
+     o) OUTPUT_DIR=$OPTARG ;;
+     h) usage ;;
+     \?) usage ;;
+esac
+done
+shift $((OPTIND-1))
+
+INPUT_DIRS=$@
+
+if [ "${OUTPUT_DIR}" = ""  ] ; then
+  echo "Missing output dir option"
+  usage
+fi
+
+for INPUT_DIR in ${INPUT_DIRS} ; do
+  if [[ ! -d "${INPUT_DIR}" ]] ; then
+    echo "Directory ${INPUT_DIR} does not exist."
+    exit 1
+  fi
+done
+
+if ! [ -d "${OUTPUT_DIR}" ] ; then
+  mkdir -p "${OUTPUT_DIR}"
+fi
+
+echo "Processing directories: $INPUT_DIRS"
+for file in begin_ts_file hcc_ops_trace hsa_handles hip_api_trace; do
+  find ${INPUT_DIRS} -type f -regextype sed -regex ".*/[0-9]\{1,\}_${file}\.txt" \
+    -not -path "${OUTPUT_DIR}/*" | xargs cat > "${OUTPUT_DIR}/${file}.txt"
+done
+
+if ! [ -d "${BIN_DIR}" ] ; then
+  echo "Bin directory $BIN_DIR not found!"
+  exit 1
+fi
+
+if [ -z "$ROCP_PYTHON_VERSION" ] ; then
+  ROCP_PYTHON_VERSION=python3
+fi
+
+OUTPUT_LIST="$OUTPUT_DIR/results.txt"
+db_output="$OUTPUT_DIR/results.db"
+echo "$ROCP_PYTHON_VERSION $BIN_DIR/tblextr.py $db_output $OUTPUT_LIST"
+$ROCP_PYTHON_VERSION $BIN_DIR/tblextr.py $db_output $OUTPUT_LIST
+if [ "$?" -ne 0 ] ; then
+  echo "Profiling data corrupted: '$OUTPUT_LIST'"
+  exit 1
+fi
+