llm-memory

MemOS (Preview) | Intelligence Begins with Memory

Profile-Based Long-Term Memory for AI Applications. Memobase handles user profiles, memory events, and evolving context — perfect for chatbots, companions, tutors, customer service bots, and all chat-based agents.

Mirix is a multi-agent personal assistant designed to track on-screen activities and answer user questions intelligently. By capturing real-time visual data and consolidating it into structured memories, Mirix transforms raw inputs into a rich knowledge base that adapts to your digital experiences.

✨ mem0 MCP Server: A memory system using mem0 for AI applications with model context protocl (MCP) integration. Enables long-term memory for AI agents as a drop-in MCP server.

Reproducible Structured Memory for LLMs

Reliable and Efficient Semantic Prompt Caching with vCache

Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale

A MCP (Model Context Protocol) server providing long-term memory for LLMs

Official Python SDK for SwastikAI

The CMR system is a sophisticated memory-enhanced language model architecture that enables contextual memory reweaving for improved performance on long-context tasks.

Knowledge Graph Memory, Part of the Vital A.I. Agent Ecosystem

Borg Internet Operation System - A peer 2 peer autonomous network operating system for distributed cloud compute

A simple MCP server that stores and retrieves memories from multiple LLMs

Carry your brain and consciousness across AI agents like ChatGPT and Claude. The first AI persona sync engine.

Functional memory for GPT-3.5-turbo-instruct with embeddings based on the MemoryBank whitepaper.

The Memory of your Agent

Chatbot using langchain with ollama chat and mattermost

RAG | User Specific Persistent LLM Memory | Prompt Engineering | LangChain | Chroma DB | OpenAI API

A MCP (Model Context Protocol) server providing long-term memory for LLMs