I have been working on a local memory for AI assistants for a while now and wanted to share it with you today.
It is an MCP server that stores everything in a single SQLite file on your machine. 13 tools for things like session tracking, a knowledge graph where you can keep track of people and projects, full text search, and duplicate detection so it does not pile up the same stuff twice.
The whole thing runs via npx, no Docker, no database server, no accounts. Your data stays in your home directory and nothing talks to the outside. About 1500 lines of TypeScript, MIT licensed.
I have been using it with Claude Code on my Mac and it has been working well for my daily workflow. The session context loading at the start saves me from repeating myself every time.
I would love to get some feedback on this so I can keep improving it. If you give it a try let me know how it goes.
I am the developer of this project.
github.com/studiomeyer-io/local-memory-mcp
Matthias Meyer
Founder & AI Director at StudioMeyer. Has been building websites and AI systems for 10+ years. Living on Mallorca for 15 years, running an AI-first digital studio with its own agent fleet, 680+ MCP tools and 6 SaaS products for SMBs and agencies across DACH and Spain.
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