It will vary between SIPP providers but, as a general rule, you’ll be charged an annual admin fee.
You might also be charged a set-up fee at the outset, and there could be further fees for carrying out trades within the SIPP.
It may be the case that the more investment options that are available to you within your SIPP, the more expensive the charges will be.