Show HN: SuperLocalMemory 4.0 "Governed Memory Operating System for AI Agents"

Category: ai-ml

Tags: ai-agents, memory, mcp, local-first, rag, privacy

Score: 7.0/10 (Innovation: 7, Technical: 7, Documentation: 8, Utility: 6)

SuperLocalMemory is a local-first, MCP-compatible memory layer for AI agents that stores decisions, documents, and media on your machine and returns calibrated, three-tier recall responses (supported, closest, or an explicit 'not found') instead of hallucinating. It adds on-device model judging, document/PDF indexing, and a governed sharing mesh, backed by four arXiv papers.

Target audience: AI agent developers, backend engineers, and privacy-conscious teams building agent workflows

Repository: https://arxiv.org/abs/2608.08253 · Python · AGPL-3.0 · 254 stars

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