setup mysql with django on mac os

I am trying to setup mysql server with my django application but I am having trouble installing it correctly.

I used brew install mysql to install mysql server.

Then I used pip install mysqlclient which gives this error:

Collecting mysqlclient
  Using cached mysqlclient-1.3.10.tar.gz
    Complete output from command python setup.py egg_info:
    Traceback (most recent call last):
      File "<string>", line 1, in <module>
      File "/private/var/folders/r9/n0ld0jk57x590rzq5kv8x4wc0000gn/T/pip-build-ZZb7dn/mysqlclient/setup.py", line 17, in <module>
        metadata, options = get_config()
      File "setup_posix.py", line 54, in get_config
        libraries = [dequote(i[2:]) for i in libs if i.startswith('-l')]
      File "setup_posix.py", line 12, in dequote
        if s[0] in "\"'" and s[0] == s[-1]:
    IndexError: string index out of range
Command "python setup.py egg_info" failed with error code 1 in /private/var/folders/r9/n0ld0jk57x590rzq5kv8x4wc0000gn/T/pip-build-ZZb7dn/mysqlclient/

Also tried, pip install MySQL-python but it also gives the same error message.

Am i doing something wrong here? Please guide me in the right direction, I recently shifted from linux to mac os and I am a little confused how things work here.

Note: I am trying to do this in a virtual environment.