diff --git a/src/orion/core/cli/db/merge.py b/src/orion/core/cli/db/merge.py
new file mode 100644
index 000000000..fd0178076
--- /dev/null
+++ b/src/orion/core/cli/db/merge.py
@@ -0,0 +1,93 @@
+#!/usr/bin/env python
+# -*- coding: utf-8 -*-
+"""
+Module running the set command
+==============================
+
+Update data of experiments and trials in the storage
+
+"""
+import argparse
+import logging
+
+import orion.core.io.experiment_builder as experiment_builder
+
+logger = logging.getLogger(__name__)
+
+
+DESCRIPTION = """
+"""
+
+
+CONFIRM_MESSAGE = """
+"""
+
+
+def add_subparser(parser):
+    """Return the parser that needs to be used for this command"""
+    set_parser = parser.add_parser(
+        "merge",
+        description=DESCRIPTION,
+        help="",
+        formatter_class=argparse.RawTextHelpFormatter,
+    )
+
+    set_parser.set_defaults(func=main)
+
+    set_parser.add_argument("base", help="Name of the base experiment.")
+
+    set_parser.add_argument("experiment", help="Name of the experiment to merge.")
+
+    set_parser.add_argument("merged", help="Name of the merged experiment.")
+
+    set_parser.add_argument(
+        "-c",
+        "--config",
+        type=argparse.FileType("r"),
+        metavar="path-to-config",
+        help="user provided orion configuration file",
+    )
+    set_parser.add_argument(
+        "-f",
+        "--force",
+        action="store_true",
+        help="Force merge without asking to enter experiment name twice.",
+    )
+
+    return set_parser
+
+
+def main(args):
+    """Remove the experiment(s) or trial(s)."""
+    config = experiment_builder.get_cmd_config(args)
+    experiment_builder.setup_storage(config.get("storage"))
+
+    # Load base experiment
+    base = experiment_builder.load(
+        name=args["base"]
+    )
+
+    # Load experiment to merge
+    exp = experiment_builder.load(
+        name=args["experiment"]
+    )
+
+    # Make merged experiment
+    merged_config = base.configuration
+    del merged_config["_id"]
+    del merged_config["refers"]
+    merged_config["name"] = args["merged"]
+    merged = experiment_builder.create_experiment(mode="w", **merged_config)
+
+    base_trials = base.fetch_trials(with_evc_tree=True)
+    exp_trials = exp.fetch_trials(with_evc_tree=True)
+
+    for trial in base.fetch_trials(with_evc_tree=True):
+        trial.id_override = None
+        merged.register_trial(trial, status=trial.status)
+
+    for trial in exp.fetch_trials(with_evc_tree=True):
+        trial.id_override = None
+        merged.register_trial(trial, status=trial.status)
+
+    return 0