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Scapy is great if you're attacking low level networking protocol stacks like TCP/IP or UDP. In that case, you may be modifying packet headers and such. Otherwise, it's much easier to just use the Python socket module and craft your custom payload in Python. Even better is the pwntools module.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.