Build memory-native AI agents with Memory OS — an open-source framework for long-term memory, retrieval, and adaptive learning in large language models. Agent Memory | Memory System | Memory Management | Memory MCP | MCP System | LLM Memory | Agents Memory System |

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.

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.

✨ 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.

[COLM 2025] Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale

HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.

Reproducible Structured Memory for LLMs

Reliable and Efficient Semantic Prompt Caching with vCache

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

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

Open Source Database for Chat Threads — Fast & Purpose-Built.

Official Python SDK for SwastikAI

Universal infinite memory layer for Developer AI assistants. One shared brain across Claude, Cursor, Windsurf & more. 100% local, built on MCP standard. Stop re-explaining context

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

[EMNLP 2025 Main] LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models

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

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

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

A collection of intelligent AI agents built using Ollama, LangChain, and local LLMs — including chatbots, voice assistants, web scrapers, document readers, and custom tools. No APIs required. Fully offline.

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