MCP Memory Service

what is MCP Memory Service? MCP Memory Service is a semantic memory and persistent storage solution designed for use with Claude Desktop. It utilizes ChromaDB and sentence transformers to maintain context across various conversations and instances. how to use MCP Memory Service? To use the service, set up a Python virtual environment, install the required dependencies, and run the server. Connect to it via websocket to store and retrieve memories. key features of MCP Memory Service? Semantic search functionality Persistent storage powered by ChromaDB Automatic database backup Tag-based memory retrieval Debug mode for similarity analysis Memory optimization tools use cases of MCP Memory Service? Long-term conversational context management. Semantic search for relevant information retrieval across conversations. Maintaining structured data storage with automatic backups. FAQ from MCP Memory Service? Can I use MCP Memory Service for multiple users? No, the service is designed for personal use only and does not provide user management. How does the semantic search work? It utilizes sentence transformers to enable context-aware retrieval of stored memories. Is there an automatic backup feature? Yes, the service includes automatic backups that run every 24 hours.

As an MCP (Model Context Protocol) server, MCP Memory Service enables AI agents to communicate effectively through standardized interfaces. The Model Context Protocol simplifies integration between different AI models and agent systems.

To use the service, set up a Python virtual environment, install the required dependencies, and run the server. Connect to it via websocket to store and retrieve memories. key features of MCP Memory Service? Semantic search functionality Persistent storage powered by ChromaDB Automatic database backup Tag-based memory retrieval Debug mode for similarity analysis Memory optimization tools use cases of MCP Memory Service? Long-term conversational context management. Semantic search for relevant information retrieval across conversations. Maintaining structured data storage with automatic backups. FAQ from MCP Memory Service? Can I use MCP Memory Service for multiple users? No, the service is designed for personal use only and does not provide user management. How does the semantic search work? It utilizes sentence transformers to enable context-aware retrieval of stored memories. Is there an automatic backup feature? Yes, the service includes automatic backups that run every 24 hours.

Learn how to integrate this MCP server with your AI agents and leverage the Model Context Protocol for enhanced capabilities.