Show HN: Offline project memory for coding agents – no API key, no vector DB

Category: ai-ml

Tags: agent-memory, local-first, mcp, offline, research

Score: 6.5/10 (Innovation: 7, Technical: 6, Documentation: 8, Utility: 5)

A local-first, offline memory system for coding agents that uses append-only event logs and a controller to decide what to retain based on measured future utility rather than semantic similarity. The project is notable for its rigorous, transparent research methodology, including negative results and self-retractions, and for shipping a working, dependency-free MCP server.

Target audience: AI engineers, agent developers, and researchers working on LLM memory systems

Repository: https://github.com/krapcys1-maker/adaptive-agent-memory-research · Python · Apache-2.0 · 2 stars

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