Memory System Python Packages

adclaw

Open-source multi-agent AI marketing team with personas, shared memory, 130+ skills, and Docker deploys for Railway and DigitalOcean

body-emotion-sensor

Body emotion mapper: structured emotion analysis (AnalysisInput) JSON to body-axis states and prompt tags

rag-mem

RAG and Memory tools exposed via Model Context Protocol (MCP)

langchain-superlocalmemory

LangChain integration for SuperLocalMemory V3 — local-first AI memory | Part of Qualixar

mnemoria

Cognitive memory for AI agents — ACT-R activation, typed facts, Hebbian links, RL reranking, continuous extraction

snipara-memory

Open source memory engine for coding agents: semantic recall, session bundles, contradiction handling and a local FastAPI API.

relational-memory

A relationship-aware memory layer for LLM chatbots — models the relationship, not just facts