Muse Memory vs 42 Agent Memory Providers
Architectural Dossier, Concrete Differences & Autonomous Migration Playbook
Compared Engines: 42 Total
Test Suite: 502 Passing (85 Suites)
Zero Secret Exposure: Vibeguard Inline
Primary DB: SQLite .memory/memory.db
Auto-Wired: 80+ Platforms
Zero-daemon, file-first cognitive memory engine for AI agents and agency networks. Operates on an ultra-fast primary SQLite database with dual human-readable YAML mirrors, inline Vibeguard secret defenses, knapsack token budgeting, and Obsidian wiki knowledge compounding.
💾 Storage & Footprint
Primary SQLite (.memory/memory.db) + Dual YAML Export Mirror. 100% Zero-Daemon Standalone.
🛡️ Secret Defense
Vibeguard Scanner checking 45+ credential signatures before write. Zero leakage guarantee.
⚖️ Retrieval Mechanics
Exact Multi-Factor Knapsack Budgeting + Adaptive Query Routing (Exact, Hybrid, Tree, PageIndex).
🔄 State Machine & Audit
7-state deterministic lifecycle (candidate → confirmed → superseded) + append-only audit.jsonl.
⚡ Invariants & Handoff
Live CURRENT.md auto-sync, session handoffs, open loops, and ambient due-date nudges.
📚 Compounding & Wiring
Obsidian Wiki + Entity Graphs + 80+ coding agent platforms auto-detected with zero permissions.
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