Hydra is a penetration testing tool exclusively focused on dictionary-attacking web-based login forms.
go get github.com/opennota/hydra
hydra -L logins.txt -P passwords.txt http://127.0.0.1/login "user=^USER^&pass=^PASS^" "login failed"
Run hydra --help for additional options.