Leader of the Scottish Socialist Party Tommy Sheridan said he hoped the protest would be similar to the 100,000-strong anti-war march which took place in February in Glasgow.
He said: "We appeal to those citizens to take to the streets again to display their complete disgust that a war criminal will be walking along a blood-soaked red carpet laid by Mr Blair, his partner in war crimes."