jcdickinson/simplemem
🔌 MCP Serverjcdickinson
A lightweight, persistent memory tool for coding agents powered by DuckDB and VoyageAI.
simplemem is a specialized Model Context Protocol (MCP) server that addresses the critical need for persistent memory in AI coding agents. Unlike ephemeral context windows, simplemem utilizes DuckDB, a high-performance analytical database, to store agent interactions and data locally. This ensures fast query execution and reliable data persistence.
Key to its functionality is the integration with VoyageAI, which provides state-of-the-art embedding models to convert text into vector representations. This allows the agent to perform semantic searches, retrieving relevant information based on intent rather than just keyword matching. The architecture is designed to be plug-and-play for any MCP-compliant client, making it an ideal solution for developers building sophisticated coding assistants that require a 'long-term' memory component. By offloading memory management to this dedicated server, agents can focus on logic and code generation while maintaining a structured, searchable history of their work.
💡Highlights
- ├─DuckDB-backed persistent storage
- ├─VoyageAI semantic embeddings
- └─MCP-compliant architecture
🎯For
- ├─AI Software Engineers
- └─Agent Framework Developers