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