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…/aiming-lab/simplemem
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simplemem

byaiming-lab· 1 MCP server

Installs

776

Stars

3.7k

Forks

383

Category

AI Agents & MCP

View on GitHub

TL;DR

<small>Store, compress, and retrieve long-term memories with semantic lossless compression. Now with multimodal support for text, image, audio & video.</small>

How to install simplemem?

aiming-lab/simplemem
$git clone https://github.com/aiming-lab/simplemem

Installs into the current project.

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Install & use

Install simplemem by running `git clone https://github.com/aiming-lab/simplemem`, then use it for the current task and follow its documentation at https://github.com/aiming-lab/simplemem.

Files · 1

View on GitHub
README.md
1<div align="center">
2 
3<img alt="simplemem_logo" src="https://github.com/user-attachments/assets/6ea54ad1-e007-442c-99d7-1174b10d1fec" width="450">
4 
5<div align="center">
6 
7## Efficient Lifelong Memory for LLM Agents — Text & Multimodal
8 
9<small>Store, compress, and retrieve long-term memories with semantic lossless compression. Now with multimodal support for text, image, audio & video.</small>
10 
11</div>
12 
13<p><b>Works with any AI platform that supports MCP (text memory) or Python integration (full multimodal)</b></p>
14 
15<!-- Atlas Cloud — one of the OpenAI-compatible backends SimpleMem can run on -->
16<p align="center">
17 <a href="https://www.atlascloud.ai/?utm_source=github&utm_medium=link&utm_campaign=SimpleMem">
18 <img src="fig/atlas-cloud-logo.png" alt="Atlas Cloud" width="180">
19 </a>
20</p>
21 
22<p align="center">
23🎁 <b><a href="https://www.atlascloud.ai/?utm_source=github&utm_medium=link&utm_campaign=SimpleMem">Atlas Cloud</a></b> is a full-modal, OpenAI-compatible AI inference platform — point SimpleMem's <code>OPENAI_BASE_URL</code> 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 <a href="https://www.atlascloud.ai/console/coding-plan">coding plan</a> available.
24</p>
25 
26<table>
27<tr>
28 
29<td align="center" width="100">
30 <a href="https://www.anthropic.com/claude">
31 <img src="https://cdn.simpleicons.org/claude/D97757" width="48" height="48" alt="Claude Desktop" />
32 </a><br/>
33 <sub>
34 <a href="https://www.anthropic.com/claude"><b>Claude Desktop</b></a>
35 </sub>
36</td>
37 
38<td align="center" width="100">
39 <a href="https://cursor.com">
40 <picture>
41 <source media="(prefers-color-scheme: dark)" srcset="https://cdn.simpleicons.org/cursor/FFFFFF">
42 <img src="https://cdn.simpleicons.org/cursor/000000" width="48" height="48" alt="Cursor" />
43 </picture>
44 </a><br/>
45 <sub>
46 <a href="https://cursor.com"><b>Cursor</b></a>
47 </sub>
48</td>
49 
50<td align="center" width="100">
51 <a href="https://lmstudio.ai">
52 <img src="https://github.com/lmstudio-ai.png?size=200" width="48" height="48" alt="LM Studio" />
53 </a><br/>
54 <sub>
55 <a href="https://lmstudio.ai"><b>LM Studio</b></a>
56 </sub>
57</td>
58 
59<td align="center" width="100">
60 <a href="https://cherry-ai.com">
61 <img src="https://github.com/CherryHQ.png?size=200" width="48" height="48" alt="Cherry Studio" />
62 </a><br/>
63 <sub>
64 <a href="https://cherry-ai.com"><b>Cherry Studio</b></a>
65 </sub>
66</td>
67 
68<td align="center" width="100">
69 <a href="https://pypi.org/project/simplemem/">
70 <img src="https://cdn.simpleicons.org/pypi/3775A9" width="48" height="48" alt="PyPI" />
71 </a><br/>
72 <sub>
73 <a href="https://pypi.org/project/simplemem/"><b>PyPI Package</b></a>
74 </sub>
75</td>
76 
77<td align="center" width="100">
78 <sub><b>+ Any MCP<br/>Client</b></sub>
79</td>
80 
81</tr>
82</table>
83 
84<div align="center">
85 
86<br/>
87 
88[🇨🇳 中文](./docs/i18n/README.zh-CN.md) •
89[🇯🇵 日本語](./docs/i18n/README.ja.md) •
90[🇰🇷 한국어](./docs/i18n/README.ko.md) •
91[🇪🇸 Español](./docs/i18n/README.es.md) •
92[🇫🇷 Français](./docs/i18n/README.fr.md) •
93[🇩🇪 Deutsch](./docs/i18n/README.de.md) •
94[🇧🇷 Português](./docs/i18n/README.pt-br.md)<br/>
95[🇷🇺 Русский](./docs/i18n/README.ru.md) •
96[🇸🇦 العربية](./docs/i18n/README.ar.md) •
97[🇮🇹 Italiano](./docs/i18n/README.it.md) •
98[🇻🇳 Tiếng Việt](./docs/i18n/README.vi.md) •
99[🇹🇷 Türkçe](./docs/i18n/README.tr.md)
100 
101<br/>
102 
103[![Project Page](https://img.shields.io/badge/🎬_INTERACTIVE_DEMO-Visit_Our_Website-FF6B6B?style=for-the-badge&labelColor=FF6B6B&color=4ECDC4&logoColor=white)](https://aiming-lab.github.io/SimpleMem-Page)
104 
105<p align="center">
106 <a href="https://arxiv.org/abs/2601.02553"><img src="https://img.shields.io/badge/arXiv-2601.02553-b31b1b?style=flat&labelColor=555" alt="arXiv"></a>
107 <a href="https://github.com/aiming-lab/SimpleMem"><img src="https://img.shields.io/badge/github-SimpleMem-181717?style=flat&labelColor=555&logo=github&logoColor=white" al

Preview

aiming-lab/simplememaiming-lab/simplemem
Repoaiming-lab/simplemem
TypeMCP Servers
CategoryAI Agents & MCP
UpdatedJul 2026
LicenseMIT
First seenJul 26, 2026

Tags

MCPagentaudio

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