If your AI forgets context between sessions, this gives it a persistent memory layer backed by SQLite and vector search. It indexes markdown notes from your project, surfaces relevant context automatically via hooks or MCP tools, and records structured decisions and handoffs so you pick up where you left off. Works with Claude Code, Cursor, Windsurf, or any MCP client through 17 tools including search_notes, save_decision, create_handoff, and get_session_context. Runs fully local with keyword fallback if you don't have Ollama. Includes PII scanning, push protection for multi-agent teams, and trust analysis to flag stale knowledge. Install takes under two minutes and the binary is 14MB.
claude mcp add --transport stdio io.github.sgx-labs-same uvx same