Milla Jovovich
068dbd9a7b
The memory system: - Palace structure: Wings (people/projects) → Rooms (topics) → Closets (AAAK compressed) → Drawers (verbatim transcripts) - Halls connect related rooms within a wing - Tunnels cross-reference rooms across wings - AAAK: 30x lossless compression dialect for AI agents - Knowledge graph: temporal entity-relationship triples (SQLite) - Palace graph: room-based navigation with tunnel detection - MCP server: 19 tools — search, graph traversal, agent diary, AAAK auto-teach - Onboarding: guided setup generates wing config + AAAK entity registry - Contradiction detection: catches wrong pronouns, names, ages - Auto-save hooks for Claude Code 96.6% Recall@5 on LongMemEval — highest zero-API score published. 100% with optional Haiku rerank (500/500). Local. Free. No API key required.
520 B
520 B
MCP Integration — Claude Code
Setup
Run the MCP server:
python mcp_server.py
Or add to Claude Code:
claude mcp add mempal -- python /path/to/mempalace/mcp_server.py
Available Tools
- mempal_status — palace stats (wings, rooms, drawer counts)
- mempal_search — semantic search across all memories
- mempal_list_wings — list all projects in the palace
Usage in Claude Code
Once configured, Claude Code can search your memories directly during conversations.