Do I have to pay an application fee to the Environment Agency when applying for an Environmental Permit?

Yes.

For the moment, for discharges less than 5.0 m3/day the reduced application fee of £125.00 applies.

For discharges of more than 5.0m3/day the fee is currently £885.00. 

Both fees are exempt of VAT