Memory Tools v2

Agent-controlled persistent memory for OpenClaw.

What's New in v2

• File-based storage — Memories stored as readable markdown files
• No external APIs — No OpenAI dependency, everything runs locally
• QMD search (optional) — BM25 + vector + reranking via local GGUF models
• Auto-migration — Seamlessly upgrades from v1 SQLite/LanceDB storage

Why Memory-as-Tools?

Traditional memory systems auto-capture everything, flooding context with irrelevant information. Memory Tools follows the AgeMem approach: the agent decides when to store and retrieve memories.

Features