memory-hub

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starshard-ai / architecture-v1

Architecture, safety charter, quickstart, and philosophy for Starshard — a substrate for multi-agent personal AI where user-owned memory is the primary layer and agents are peripherals.

multi-agent-systems ai-agents design-docs personal-ai open-source-ai agent-architecture agentic-systems agent-memory user-agency user-agency-substrate memory-hub

Updated Apr 23, 2026

starshard-ai / reference-impl

Star

Phase 0 reference server for the Starshard memory hub: FastAPI + SQLite + MCP bridge, giving any Claude Code / Codex / MCP agent persistent memory across sessions and machines.

sqlite mcp reference-implementation ai-agents fastapi personal-ai agent-architecture agentic-systems agent-memory claude-code user-agency-substrate memory-hub

Updated Apr 25, 2026
Python

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