Context Memory

概要

This application demonstrates how Model Context Protocol (MCP) tools can manage dynamic user context within an LLM-based system. It provides a robust server for storing and updating individual travel preferences and general memories, accessible via both command-line and web chat interfaces. Beyond user interaction, it also offers analytics on tool usage, helping developers monitor performance and optimize costs in LLM interactions. The system is designed for easy integration, with containerized components ensuring persistent and scalable deployment.

主な機能

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• Unified data model and storage for context memory
• Containerized MCP server for robust LLM integration
• Lightweight analytics for LLM tool usage statistics
• Standardized CRUD operations for user context memory via MCP tools
• Interactive chat interfaces (CLI and Web) for user interaction

ユースケース

• Enhancing LLM assistants with personalized memory capabilities
• Tracking and optimizing the performance and cost of LLM tool calls
• Developing chat-based systems that remember individual user preferences