ARP Poisoning Tool uses SCAPY to generate fake ICMP and ARP packets. The things which you need only are Destination IP and MAC address.
Needs "root" privileges.
It creates entries on target's ARP Table.
News v1.2: Auto ARP Generation Mode is added