Bottle is the most user-friendly microframework I have ever seen, it can be done with just one file.
It can be used as a small file server, just a few lines of code can do it.
Customizable paths, can be used for JSON services.
It does not rely on any external libraries, but it does support plugins.
jython + modjy + bottle is a lightweight and useful web service.