Check out these links for cities who have a home-based business plan for issuing Business Tax Receipts:
Pembroke Pines: http://www.ppines.com/cityclerk/licenses.html
Theirs is a bit too restrictive. Why? Internet based businesses that drop ship direct from the manufacturer is a growing and popular home based business.
City of Fort Lauderdale
City of Cocoa Beach http://www.ci.cocoa-beach.fl.us/businesses/Forms/HomeLicenseApplication.pdf
http://www.longboatkey.org/Forms/ZoningCode.pdf
http://www.ci.neptune-beach.fl.us/occlicense_pdfs/homeoccp.pdf
http://www.titusville.com/Files/HLAgmt.pdf
Atlantic Beach
Town of Davie
City of Lake Worth
Longboat Key
http://www.brevardtaxcollector.com/taxcol3.htm
These do not allow home based businesses: none found yet!
In fact, Lighthouse Point seems to be in a very small club of cities that do not have a home business Business Tax Receipt application.