{"repo":"aiming-lab/SimpleMem","free":true,"listed":false,"github":"https://github.com/aiming-lab/SimpleMem","clone":"git clone https://github.com/aiming-lab/SimpleMem.git","description":"SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal","language":"Python","stars":3704,"topics":["agent","compression","llm","mcp","memory","rag","retrieval","semantic-search","simplemem","knowledge-graph"],"license":"MIT","category":"ai-agents","readme_excerpt":"Efficient Lifelong Memory for LLM Agents — Text & Multimodal Store, compress, and retrieve long-term memories with semantic lossless compression. Now with multimodal support for text, image, audio & video. Works with any AI platform that supports MCP (text memory) or Python integration (full multimodal) 🎁 Atlas Cloud is a full-modal, OpenAI-compatible AI inference platform — point SimpleMem's OPENAI BASE URL at it to power memory construction, retrieval, and judging with DeepSeek, Qwen, GLM, Kimi, MiniMax and more through a single API, no multi-vendor setup needed. Budget-friendly coding plan available. Claude Desktop Cursor LM Studio Cherry Studio PyPI Package + Any MCP Client 🇨🇳 中文 • 🇯🇵 日本語 • 🇰🇷 한국어 • 🇪🇸 Español • 🇫🇷 Français • 🇩🇪 Deutsch • 🇧🇷 Português 🇷🇺 Русский • 🇸🇦 العربية • 🇮🇹 Italiano • 🇻🇳 Tiếng Việt • 🇹🇷 Türkçe 🚀 Quick Start • 🌟 Overview • 📦 Installation • 🔌 MCP Server • 📊 Reproduce • 📝 Citation 🔥 News - [05/21/2026] 📦 Unified simplemem package — one import, auto-routing! SimpleMem, Omni-SimpleMem, and EvolveMem now live in a single package. from simplemem import SimpleMem auto-selects the text or multimodal backend from the first method you call, and simplemem.optimize(...) taps EvolveMem's self-evolution loop. Install in one step with pip install -e . . - [05/14/2026] 🧬 EvolveMem (v3.0) — Self-Evolving Memory via AutoResearch! The retrieval infrastructure itself now self-evolves through LLM-driven closed-loop diagnosis. On LoCoMo, ","default_branch":null,"files":null,"tree":[],"storefront":"/r/aiming-lab","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/aiming-lab/SimpleMem/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}