Hybrid Memory

MongoDB-backed long-term semantic memory for recalling, storing, searching, and managing facts, decisions, and user preferences across sessions.

Persistent local cognitive memory for OpenClaw via a Node adapter and FastAPI engine.

Provides persistent, searchable AI agent memory with real-time capture, vector search, and nightly LLM curation for long-term recall on local hardware.

Local-first memory search and indexing for Openclaw. Use when you need to (1) index memory files, (2) search memory from the CLI, or (3) wire a slash command for memory lookup.

Shared memory service for AI agents (OpenClaw, KimiClaw, NanoClaw, etc). Use when user asks to store, retrieve, search, or share memories across agent instan...

Smart memory search with automatic vector fallback. Uses semantic embeddings when available, falls back to built-in search otherwise. Zero configuration - works immediately after ClawHub install. No setup required - just install and memory_search works immediately, gets better after optional sync.