memory-database
Model Context Protocol server for Engrava — expose an AI agent memory database to any MCP client (Claude Desktop, Cursor, VS Code…) over stdio.
Simple In-Memory Database for Python
Fast in‑RAM SQLAlchemy 2.0 dialect: no DB, fully ORM/Core, ideal for prototyping & simulations