Microscope is available on the Python Package Index (PyPI) and can be installed like any other Python package. The short version of it is to "use pip":
pip install microscope
You need to have Python and pip already installed on your system.
For details on system requirements, dependencies, and system specific instructions see doc/install.rst. For details on installing from development sources see doc/get-involved/doc-install.rst.