diff --git a/python/cuopt_server/cuopt_server/_grpc_server_wrapper.py b/python/cuopt_server/cuopt_server/_grpc_server_wrapper.py
new file mode 100644
index 0000000000..8cb5c0ba0b
--- /dev/null
+++ b/python/cuopt_server/cuopt_server/_grpc_server_wrapper.py
@@ -0,0 +1,18 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+import os
+import subprocess
+import sys
+
+
+def main():
+    """
+    Wrapper that launches the cuopt_grpc_server binary from the libcuopt package.
+    """
+    import libcuopt
+
+    server_path = os.path.join(
+        os.path.dirname(libcuopt.__file__), "bin", "cuopt_grpc_server"
+    )
+    sys.exit(subprocess.call([server_path] + sys.argv[1:]))
diff --git a/python/cuopt_server/cuopt_server/tests/test_grpc_server_entry_point.py b/python/cuopt_server/cuopt_server/tests/test_grpc_server_entry_point.py
new file mode 100644
index 0000000000..942e05a392
--- /dev/null
+++ b/python/cuopt_server/cuopt_server/tests/test_grpc_server_entry_point.py
@@ -0,0 +1,27 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+import shutil
+import subprocess
+
+
+def test_cuopt_grpc_server_on_path():
+    assert shutil.which("cuopt_grpc_server") is not None, (
+        "cuopt_grpc_server should be on PATH after installing cuopt-server"
+    )
+
+
+def test_cuopt_grpc_server_help():
+    result = subprocess.run(
+        ["cuopt_grpc_server", "--help"],
+        capture_output=True,
+        text=True,
+        timeout=10,
+    )
+    output = f"{result.stdout}\n{result.stderr}"
+    assert result.returncode == 0, (
+        f"cuopt_grpc_server --help failed (rc={result.returncode}): {output}"
+    )
+    assert "cuopt_grpc_server" in output, (
+        f"Expected 'cuopt_grpc_server' in --help output, got: {output}"
+    )
diff --git a/python/libcuopt/libcuopt/_grpc_server_wrapper.py b/python/libcuopt/libcuopt/_grpc_server_wrapper.py
new file mode 100644
index 0000000000..dc60b2bbda
--- /dev/null
+++ b/python/libcuopt/libcuopt/_grpc_server_wrapper.py
@@ -0,0 +1,16 @@
+# SPDX-FileCopyrightText: Copyright (c) 2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+# SPDX-License-Identifier: Apache-2.0
+
+import os
+import subprocess
+import sys
+
+
+def main():
+    """
+    This connects to the gRPC server binary situated under libcuopt/bin folder.
+    """
+    server_path = os.path.join(
+        os.path.dirname(__file__), "bin", "cuopt_grpc_server"
+    )
+    sys.exit(subprocess.call([server_path] + sys.argv[1:]))
diff --git a/python/libcuopt/pyproject.toml b/python/libcuopt/pyproject.toml
index 6ba41c60dd..72f0000d04 100644
--- a/python/libcuopt/pyproject.toml
+++ b/python/libcuopt/pyproject.toml
@@ -47,6 +47,7 @@ libcuopt = "libcuopt"
 
 [project.scripts]
 cuopt_cli = "libcuopt._cli_wrapper:main"
+cuopt_grpc_server = "libcuopt._grpc_server_wrapper:main"
 
 [tool.pydistcheck]
 select = [