Alibaba Cloud upgrades Memory for Personal Agent recall
Alibaba Cloud upgraded its Memory service for Personal Agent scenarios, improving the recall of user preferences, plans and historical commitments. The service extracts information from conversations, stores it as memories and user profiles, and retrieves relevant records for later responses. Developers can customize memory rules and profile fields, manage and trace records in the console, and use the API for writing, viewing and semantic retrieval. Memory can also be connected through MCP and CLI to tools and frameworks including Codex, DeepSeek Harness, Claude Code and OpenClaw. The report says Memory achieved the highest scores in four HaluMem-medium measures and ranked first among eight systems in PersonaMem-v2 with an overall score of 56.82.
The upgrade gives developers customizable memory and profile controls and makes the service accessible through API, MCP and CLI integrations, allowing agents to retain and retrieve user-specific information across conversations and existing workflows.