I have a 2003 toyota corolla car.The clutch on the compressor is not ingaugeing why not?

The most common cause is a leak. Leaks are typically caused by stones hitting the condensing coil in front or behind the radiator.

At nine years old, I'll bet that the hoses connectting the compressor needs to be replaced. That was about the lifetime I got on a much older Toyota.