LocalMind brings local AI memory to FastMCP, Ollama, and NixOS
xmrah · reddit · 2026-07-26
A developer built LocalMind, a fully local AI memory system inspired by MemPalace, and published both a blog post and an MIT-licensed repo.
- It uses FastMCP instead of being tied to Claude.
- It adds automatic classification, smart upserts powered by Ollama, and an Ebbinghaus-style decay score.
- The system includes a live mind-map dashboard and is designed to run cleanly on NixOS.
- The author frames it as a personal workflow tool rather than a ground-up invention, and shares the design decisions and debugging lessons.
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