Let's take this little Cedar Elm here
I'm not promoting a brand, but this is a 24 foot long roll I can buy at one of the big home improvement stores inexpensively.
Open it up and lay out the roll. Cut a strip which will not only cover the top, but which will also cover the sides, protecting the entire pot from heating up.
Take the square of Burlap and cut down the center, imagining where the trunk will fall when placed on the pot. Then cut again sideways. This will allow little points of the cloth to gently wrap around the trunk.
I like to have the center-cut side to the back, so the front looks neater. Once it is placed, water your bonsai. The tiny fibers of the burlap will begin to stick to each other like weak velcro, holding the flaps together.
Here's another example. This pot has a very wide lip which catches a lot of sun and really heats up. In this case Burlap alone isn't enough to cool this pot. I start by cutting a piece of Burlap as before
I will also go along and spray the burlap with water to moisten it and give the plant evaporative cooling during the heat of the day. While this heat fix may cover your beautiful pots, it's neutral colored, inexpensive, made from all natural products which can be composted after use, or even reused if they are in good enough shape the next year. I usually don't cover plastic pots or Mica, as these just don't capture as much heat as the ceramic vessels (place your hands on them in the middle of the day to test). Of course there are bonsai which have temperature tolerances which must be moved periodically, but for the sun-loving trees, especially my Texas natives, this has proven to be a great help to combat the summer heat.