AgentMemBench is a new benchmark designed to evaluate long-term memory management strategies in conversational AI agents, addressing the challenge of maintaining coherent recall across numerous interactions due to finite context windows. This tool is crucial for advancing the capabilities of conversational AI by systematically assessing different memory management techniques.