MemTensor/MemOS

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 |

Language: Python - Size: 13.8 MB - Last synced at: about 18 hours ago - Pushed at: about 19 hours ago - Stars: 3,021 - Forks: 268

progressdb/ProgressDB

Open Source Database for Chat Data & Its workloads — Fast & Purpose-Built.

Language: Go - Size: 732 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 12 - Forks: 0

divagr18/memlayer

The plug and play memory layer for LLMs - add persistent, intelligent and human memory to any LLM in minutes.

Language: Python - Size: 177 KB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

manujbawa/minime-mcp

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

Language: JavaScript - Size: 3.53 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 11 - Forks: 4

yellnuts/mcp-mem0

MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!

Language: Python - Size: 1010 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 2

Sinhan88/memory-mcp-server

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

Size: 14.6 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 1

openscilab/memor

Reproducible Structured Memory for LLMs

Language: Python - Size: 431 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 52 - Forks: 2

TeleAI-UAGI/Awesome-Agent-Memory

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

Size: 116 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 16 - Forks: 0

Mirix-AI/MIRIX

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.

Language: Python - Size: 9.98 MB - Last synced at: 8 days ago - Pushed at: 11 days ago - Stars: 2,645 - Forks: 260

wyattowalsh/memory-mcps

curated review of memory-related MCP (model context protocol) server options

Size: 2.73 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

vcache-project/vCache

Reliable and Efficient Semantic Prompt Caching with vCache

Language: Python - Size: 9.03 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 49 - Forks: 2

MemTensor/HaluMem

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

Language: Python - Size: 23.1 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

memodb-io/memobase

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.

Language: Python - Size: 16.8 MB - Last synced at: 19 days ago - Pushed at: 21 days ago - Stars: 2,263 - Forks: 169

JamesANZ/memory-mcp

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

Language: TypeScript - Size: 16.6 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 8 - Forks: 6

bowen-upenn/PersonaMem

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

Language: Python - Size: 523 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 62 - Forks: 4

hotjamwot/bartender_memory

A lightweight, always-on memory layer for AI chat frontends, enabling LLMs to remember, retrieve, and edit personal context across conversations — independent of any single frontend.

Language: Python - Size: 24.4 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

pinkpixel-dev/mem0-mcp

✨ 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.

Language: JavaScript - Size: 310 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 75 - Forks: 8

vital-ai/kgraphmemory

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

Language: Python - Size: 122 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

JohannesRabauer/langchain4j-spring-jpa-memory

Demo to show how to use memory storage with LangChain4J and Spring Data

Language: Java - Size: 28.3 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

wanderli-ai/saico

Simple AI-agent Conversation Orchestrator

Language: JavaScript - Size: 35.2 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

santosh-gs/llm-memory-recovery

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

Language: Python - Size: 1.28 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

montraydavis/ContextualMemoryReweaving

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

Language: Python - Size: 234 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

hpkv-io/memory-mcp-server

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

Size: 30.3 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 1

shivamr021/ollama-langchain-agents

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.

Language: Python - Size: 16.6 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

jpgramajo/llm_db_memory

Efficient Long Short Term Memory for LLMs

Language: Python - Size: 20.5 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

ashutoshberlin/AtmaSync

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

Language: JavaScript - Size: 91.8 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

knownbug06/neurotrace

The Memory of your Agent

Language: Python - Size: 1.2 MB - Last synced at: about 12 hours ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0

ShirleyVyonce/saico

Manage AI conversations effortlessly with Saico, a JavaScript library for hierarchical context and token-aware summarization. Perfect for AI agents and customer support! 🐙✨

Language: JavaScript - Size: 15.6 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

jpgramajo/llm_deep_recall

A long-short-term memory system for AI agents. This project provides a structured way for LLM agents to store, retrieve, and evolve knowledge over time. Inspired by how humans retain and contextualize memories.

Language: Python - Size: 34.2 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

bitmonky/BorgIOS

Borg Inertnet OS - A peer 2 peer autonomous network operating system for distributed cloud compute

Language: JavaScript - Size: 407 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

MDalamin5/bilingual-ai-math-tutor-SolveMate

A bilingual AI-powered math tutor that helps high school students solve algebra problems step-by-step in English and Bangla. Built with Streamlit and LangChain, it dynamically guides learners through each math step, checks understanding, and adapts explanations accordingly.

Language: Python - Size: 10.7 KB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

hiibolt/monikaiv2 📦

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

Language: Rust - Size: 5.21 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

townie/llm_memory_calculator

Language: JavaScript - Size: 452 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

FalkorDB/langchain-falkordb Fork of kingtroga/langchain-falkordb

A Langchain integration for the Linkup API

Size: 86.9 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SwastikAI/swastikai-python-sdk

Official Python SDK for SwastikAI

Language: Python - Size: 106 KB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 0