diff --git a/demo/scripts/constrained.py b/demo/scripts/constrained.py
new file mode 100644
index 000000000..c211efdfa
--- /dev/null
+++ b/demo/scripts/constrained.py
@@ -0,0 +1,62 @@
+#! /usr/bin/env python
+# -*- coding: utf-8 -*-
+
+from std_msgs.msg import Header
+from geometry_msgs.msg import Vector3Stamped, Vector3, Pose
+from moveit_msgs.msg import CollisionObject, Constraints, OrientationConstraint
+from shape_msgs.msg import SolidPrimitive
+from moveit.task_constructor import core, stages
+import time
+
+from py_binding_tools import roscpp_init
+
+roscpp_init("mtc_tutorial")
+
+group = "panda_arm"
+planner = core.PipelinePlanner()
+
+task = core.Task()
+task.add(stages.CurrentState("current state"))
+
+co = CollisionObject()
+co.header.frame_id = "world"
+co.id = "obstacle"
+sphere = SolidPrimitive()
+sphere.type = sphere.SPHERE
+sphere.dimensions.insert(sphere.SPHERE_RADIUS, 0.1)
+
+pose = Pose()
+pose.position.x = 0.3
+pose.position.y = 0.2
+pose.position.z = 0.5
+pose.orientation.w = 1.0
+co.primitives.append(sphere)
+co.primitive_poses.append(pose)
+co.operation = co.ADD
+
+mps = stages.ModifyPlanningScene("modify planning scene")
+mps.addObject(co)
+task.add(mps)
+
+move = stages.MoveRelative("y +0.4", planner)
+move.group = group
+header = Header(frame_id="world")
+move.setDirection(Vector3Stamped(header=header, vector=Vector3(0, 0.4, 0)))
+
+constraints = Constraints()
+oc = OrientationConstraint()
+oc.header.frame_id = "world"
+oc.link_name = "panda_hand"
+oc.orientation.x = 1.0
+oc.absolute_x_axis_tolerance = 0.01
+oc.absolute_y_axis_tolerance = 0.01
+oc.absolute_z_axis_tolerance = 0.01
+oc.weight = 1.0
+constraints.orientation_constraints.append(oc)
+move.path_constraints = constraints
+
+task.add(move)
+
+if task.plan():
+    task.publish(task.solutions[0])
+time.sleep(100)