Memory SQLite

About

This tool offers a robust and persistent memory solution for applications built on the Model Context Protocol (MCP), particularly beneficial for AI agents and LLM-driven systems. By leveraging SQLite with Write-Ahead Logging (WAL) mode, it ensures high concurrency and thread safety, making it ideal for multi-agent environments. It guarantees data integrity through ACID transactions and offers a seamless transition for existing projects as a direct replacement for in-memory solutions, providing enhanced persistence and reliability without complex setup.

Key Features

• SQLite-based persistence for MCP memory servers
• ACID transactions ensuring data integrity and reliability
• Multi-platform compatibility across Ubuntu, Windows, and macOS
• 0 GitHub stars
• WAL mode for concurrent and thread-safe data access
• Drop-in replacement for @modelcontextprotocol/server-memory

Use Cases

• Building concurrent and thread-safe knowledge graphs for multi-agent systems
• Upgrading existing Model Context Protocol servers with robust data persistence
• Providing persistent and durable memory for AI agents and LLM applications