Simplicity is the Ultimate Sophistication
Here's the quick way to extract all the URL from a pcap file using tshark.
$ wget https://s3.amazonaws.com/tcpreplay-pcap-files/smallFlows.pcap
$ tshark -r smallFlows.pcap -T fields -e http.request.full_uri | grep -v "^$"