AgentLoop Memory MCP Server

Example Use Cases

• 1

  Remember user preferences and facts across sessions.

• 2

  That require semantic search capabilities over stored memories.

• 3

  That benefit from asynchronous and scalable long-term memory management.

Description

This MCP server wraps Alibaba Cloud's AgentLoop MemoryStore, enabling AI agents to manage long-term memories with capabilities such as adding, deleting, updating, and semantic searching of memories through the MCP protocol using SSE transport. It supports multi-dimensional memory extraction, layered retrieval, asynchronous processing, and is fully managed without requiring users to maintain vector databases. The server is designed for seamless integration with MCP clients like Cursor and Claude Desktop, facilitating personalized and continuous AI interactions.