I built a memory system for Claude that solves the context loss problem many of you face with Claude Code.
The problem: Every Claude Code session starts from scratch. You explain your architecture, past decisions, coding standards - then hit context limits and lose everything.
The solution: BuildAutomata Memory is an MCP server that gives Claude persistent, versioned memory across sessions.
What makes it different:
Dual-layer architecture: SQLite + Qdrant vector search
Git-style versioning: Full history with diff tracking
Memory access patterns: Importance decay + usage tracking
Timeline visualization: See how knowledge evolved
CLI + MCP: Works with Claude Desktop AND Claude Code
Already validated: 100+ memories, 0.9MB database, working in production across three Claude interfaces (Desktop, Code, Cursor).
Check it out: https://github.com/brucepro/buildautomata_memory_mcp