Pastors set their own fees for a funeral. For members, they may decide not to charge anything. A funeral director can help those who do not have a pastor, find one.
1 Additional Answer
Several factors determine the appropriate honorarium to be paid to a pastor for a funeral. The family budget, how well the pastor is known to the family, and the amount of work that (s)he put into the service are some of the factors to consider.