MCP Memory LibSQL

High-performance persistent memory system for the Model Context Protocol offering vector search, semantic search, knowledge graph management, and secure storage using libSQL for local and remote databases.

Provides a Model Context Protocol server offering graph-based knowledge representation with semantic search powered by OpenAI embeddings and Qdrant vector database, featuring file persistence, entity management, HTTPS support, and Docker deployment.

Model Context Protocol server offering advanced semantic search, persistent memory management, tag-based organization, and seamless integration with AI assistants for enhanced contextual understanding and retrieval.

Model Context Protocol server offering session-based memory management, efficient knowledge graph integration, multi-transport support, and advanced search across diverse data sources with automatic resource cleanup for scalable, data-rich applications.

Provides persistent memory through a local knowledge graph enabling entity management, relationship mapping, observation tracking, and advanced search to enhance contextual understanding in Model Context Protocol applications.