As per damienfrancois‘s suggestion, I installed libcurl4-gnutls-dev and the problem was solved.
EDIT (@dardisco)
In your shell:
apt-get -y build-dep libcurl4-gnutls-dev
apt-get -y install libcurl4-gnutls-dev
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