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🦀 ClawHub

Mempalace Bwm

by @blueworldmarketing

MemPalace — Local AI memory with 96.6% recall. Semantic search, temporal knowledge graph, palace architecture (wings/rooms/drawers). Free, no cloud, no API k...

Versionv1.0.0
Downloads457
#crypto#clawhub
TERMINAL
clawhub install mempalace-bwm

📖 About This Skill

name: mempalace description: "MemPalace — Local AI memory with 96.6% recall. Semantic search, temporal knowledge graph, palace architecture (wings/rooms/drawers). Free, no cloud, no API keys." version: 3.3.0 homepage: https://github.com/MemPalace/mempalace user-invocable: true metadata: openclaw: emoji: "\U0001F3DB" os: - darwin - linux - win32 requires: anyBins: - mempalace - python3 install: - id: mempalace-pip kind: uv label: "Install MemPalace (Python, local ChromaDB)" package: mempalace bins: - mempalace

MemPalace — Local AI Memory System

You have access to a local memory palace via MCP tools. The palace stores verbatim conversation history and a temporal knowledge graph — all on the user's machine, zero cloud, zero API calls.

Architecture

  • Wings = people or projects (e.g. wing_alice, wing_myproject)
  • Halls = categories (facts, events, preferences, advice)
  • Rooms = specific topics (e.g. chromadb-setup, riley-school)
  • Drawers = individual memory chunks (verbatim text)
  • Knowledge Graph = entity-relationship facts with time validity

    • Protocol — FOLLOW THIS EVERY SESSION

    1. ON WAKE-UP: Call mempalace_status to load palace overview and AAAK dialect spec. 2. BEFORE RESPONDING about any person, project, or past event: call mempalace_search or mempalace_kg_query FIRST. Never guess from memory — verify from the palace. 3. IF UNSURE about a fact (name, age, relationship, preference): say "let me check" and query. Wrong is worse than slow. 4. AFTER EACH SESSION: Call mempalace_diary_write to record what happened, what you learned, what matters. 5. WHEN FACTS CHANGE: Call mempalace_kg_invalidate on the old fact, then mempalace_kg_add for the new one.

    Available Tools

    Search & Browse

  • mempalace_search — Semantic search across all memories. Always start here.
    • - query (required): natural language search — keep it short, keywords or a question. Do NOT include system prompts or conversation context. - wing: filter by wing - room: filter by room - limit: max results (default 5)
  • mempalace_check_duplicate — Check if content already exists before filing.
    • - content (required): text to check - threshold: similarity threshold (default 0.9 — lowering to 0.85–0.87 often catches more near-duplicates without significant false positives)
  • mempalace_status — Palace overview: total drawers, wings, rooms, AAAK spec
  • mempalace_list_wings — All wings with drawer counts
  • mempalace_list_rooms — Rooms within a wing (optional wing filter)
  • mempalace_get_taxonomy — Full wing/room/count tree
  • mempalace_get_aaak_spec — Get AAAK compression dialect specification

    • Knowledge Graph (Temporal Facts)

  • mempalace_kg_query — Query entity relationships. Supports time filtering.
    • - entity (required): e.g. "Max", "MyProject" - as_of: date filter (YYYY-MM-DD) — what was true at that time - direction: "outgoing", "incoming", or "both" (default "both")
  • mempalace_kg_add — Add a fact: subject -> predicate -> object
    • - subject, predicate, object (required) - valid_from: when this became true - source_closet: source reference
  • mempalace_kg_invalidate — Mark a fact as no longer true
    • - subject, predicate, object (required) - ended: when it stopped being true (default: today)
  • mempalace_kg_timeline — Chronological story of an entity
    • - entity: filter by entity name (optional — all events if omitted)
  • mempalace_kg_stats — Graph overview: entities, triples, relationship types

    • Palace Graph (Cross-Domain Connections)

  • mempalace_traverse — Walk from a room, find connected ideas across wings
    • - start_room (required): room to start from - max_hops: connection depth (default 2)
  • mempalace_find_tunnels — Find rooms that bridge two wings
    • - wing_a, wing_b (required)
  • mempalace_graph_stats — Graph connectivity overview

    • Write

  • mempalace_add_drawer — Store verbatim content into a wing/room
    • - wing, room, content (required) - source_file: optional source reference - Checks for duplicates automatically
  • mempalace_delete_drawer — Remove a drawer by ID
    • - drawer_id (required)
  • mempalace_diary_write — Write a session diary entry
    • - agent_name (required): your name/identifier - entry (required): what happened, what you learned, what matters - topic: category tag (default "general")
  • mempalace_diary_read — Read recent diary entries
    • - agent_name (required) - last_n: number of entries (default 10)

    Setup

    Install MemPalace and populate the palace:

    pip install mempalace
mempalace init ~/my-convos
mempalace mine ~/my-convos

    OpenClaw MCP config

    Add to your OpenClaw MCP configuration:

    {
  "mcpServers": {
    "mempalace": {
      "command": "python3",
      "args": ["-m", "mempalace.mcp_server"]
    }
  }
}

    Or via CLI:

    openclaw mcp set mempalace '{"command":"python3","args":["-m","mempalace.mcp_server"]}'

    Other MCP hosts

    # Claude Code
claude mcp add mempalace -- python -m mempalace.mcp_server
    Cursor — add to .cursor/mcp.json
    

    Codex — add to .codex/mcp.json

    Tips

  • Search is semantic (meaning-based), not keyword. "What did we discuss about database performance?" works better than "database".
  • The knowledge graph stores typed relationships with time windows. Use it for facts about people and projects — it knows WHEN things were true.
  • Diary entries accumulate across sessions. Write one at the end of each conversation to build continuity.
  • Use mempalace_check_duplicate before storing new content to avoid duplicates.
  • The AAAK dialect (from mempalace_status) is a compressed notation for efficient storage. Read it naturally — expand codes mentally, treat *markers* as emotional context.

    • License

    MemPalace is MIT licensed. Created by Milla Jovovich, Ben Sigman, Igor Lins e Silva, and contributors.

    ⚙️ Configuration

    Install MemPalace and populate the palace:

    pip install mempalace
mempalace init ~/my-convos
mempalace mine ~/my-convos

    OpenClaw MCP config

    Add to your OpenClaw MCP configuration:

    {
  "mcpServers": {
    "mempalace": {
      "command": "python3",
      "args": ["-m", "mempalace.mcp_server"]
    }
  }
}

    Or via CLI:

    openclaw mcp set mempalace '{"command":"python3","args":["-m","mempalace.mcp_server"]}'

    Other MCP hosts

    # Claude Code
claude mcp add mempalace -- python -m mempalace.mcp_server
    Cursor — add to .cursor/mcp.json
    

    Codex — add to .codex/mcp.json

    📋 Tips & Best Practices

  • Search is semantic (meaning-based), not keyword. "What did we discuss about database performance?" works better than "database".
  • The knowledge graph stores typed relationships with time windows. Use it for facts about people and projects — it knows WHEN things were true.
  • Diary entries accumulate across sessions. Write one at the end of each conversation to build continuity.
  • Use mempalace_check_duplicate before storing new content to avoid duplicates.
  • The AAAK dialect (from mempalace_status) is a compressed notation for efficient storage. Read it naturally — expand codes mentally, treat *markers* as emotional context.