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MemTensor/MemOS

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

#AI memory
Visit GitHub
TypeScript
12.4k
1.4k
80 contributors
Apache License 2.0
website
AchievementsView all →
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Momentum

How fast MemTensor/MemOS is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 16 – Nov 15, 2026

Stars +1,068 in 61 days

050100
86

Forks +287 in 61 days

050100
63

Merged PRs 22 in 61 days

0246
5

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 16Sep 24Oct 2Oct 10Oct 18Oct 26Nov 3Nov 11
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Wed, Sep 16, 2026+86+32
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+36+20
Sat, Sep 19, 2026+11+30
Sun, Sep 20, 2026+20+30
Mon, Sep 21, 2026+20+11
Tue, Sep 22, 2026+30+31
Wed, Sep 23, 2026+11+30
Thu, Sep 24, 2026+22+10
Fri, Sep 25, 2026+14+30
Sat, Sep 26, 2026+15+00
Sun, Sep 27, 2026+9+10
Mon, Sep 28, 2026+13+40
Tue, Sep 29, 2026+24+21
Wed, Sep 30, 2026+14+00
Thu, Oct 1, 2026+13+10
Fri, Oct 2, 2026+3+10
Sat, Oct 3, 2026+13+20
Sun, Oct 4, 2026+8+10
Mon, Oct 5, 2026+6+10
Tue, Oct 6, 2026+31+00
Wed, Oct 7, 2026+12+00
Thu, Oct 8, 2026+16+11
Fri, Oct 9, 2026+7+10
Sat, Oct 10, 2026+25+41
Sun, Oct 11, 2026+20+20
Mon, Oct 12, 2026+14+10
Tue, Oct 13, 2026+21+30
Wed, Oct 14, 2026+15+110
Thu, Oct 15, 2026+15+90
Fri, Oct 16, 2026+12+270
Sat, Oct 17, 2026+21+630
Sun, Oct 18, 2026+10+480
Mon, Oct 19, 2026+18+340
Tue, Oct 20, 2026+35+50
Wed, Oct 21, 2026+37+31
Thu, Oct 22, 2026+20+30
Fri, Oct 23, 2026+27+22
Sat, Oct 24, 2026+14+03
Sun, Oct 25, 2026+17+20
Mon, Oct 26, 2026+19+20
Tue, Oct 27, 2026+22+40
Wed, Oct 28, 2026+25+20
Thu, Oct 29, 2026+23+25
Fri, Oct 30, 2026+20+10
Sat, Oct 31, 2026+9+20
Sun, Nov 1, 2026+13+10
Mon, Nov 2, 2026+7+11
Tue, Nov 3, 2026+12+00
Wed, Nov 4, 2026+16+31
Thu, Nov 5, 2026+16+40
Fri, Nov 6, 2026+33+20
Sat, Nov 7, 2026+9+10
Sun, Nov 8, 2026+11+10
Mon, Nov 9, 2026+12+12
Tue, Nov 10, 2026+9+10
Wed, Nov 11, 2026+14+10
Thu, Nov 12, 2026+13+10
Fri, Nov 13, 2026+16+20
Sat, Nov 14, 2026+8+10
Sun, Nov 15, 2026+6+00
Total+1,068+28722
  • 1#1 on the list
  • 7Rank that day
  • Not trending
8
  • GitHub trending history

    Where the repository ranked on GitHub Trending, one dot for each day it was on a list

    TypeScript

    May 22 – Sep 16, 2026Best #8

    #1#5#10#15#20#25
    Top 10
    Jun 2026JulAugSep
    The left and right arrow keys step from day to day; Home and End go to the first and the last

    Mentions and achievements

    Where people are talking about MemTensor/MemOS, and every badge it has earned
    1. Nov 131 post
      • 06|Memori 可記錄工具呼叫、決策和執行結果。README 有 OpenClaw 外掛,可在後續工作找回先前試過的步驟。

        Read full on X, posted by @2015ayien

        @2015ayien · x.com

    2. Nov 71 post
      • 9/10|EverOS · 12.9k ⭐ 在一个 AI 里讲过的项目背景,换个工具还得重新交代。EverOS 给不同的 Agent 提供一套可以共用的长期记忆。它优先把记忆放在本地,还能用 Markdown 打开查看、编辑。想知道 AI 到底记住了什么,自己就能翻。

        Read full on X, posted by @Lookexing

        @Lookexing · x.com

    3. 2 months earlier
    4. Sep 231 post
      • 🚨 Supply-chain alert affecting PyPI and npm packages from the MemOS project @MemOS_dev. Detected by our THOR Thunderstorm-based artifact scanning pipeline: - PyPI: [email protected] - npm:…

        Read full on X, posted by @nextronresearch

        @nextronresearch · x.com

    5. 14 days earlier
    6. Sep 91 post
      • Once initialized, you can keep working while the memory flow runs with your conversations. No need to manually run memory commands each time. ⚡ On LoCoMo, MemOS CLI uses over 80% fewer tokens than…

        Read full on X, posted by @MemOS_dev

        @MemOS_dev · x.com

    7. 23 days earlier
    8. Aug 171 post2 posts
      • 🐳 @deepseek_ai Harness says: Everything is a Plugin. We took that literally. Memory is now one too. MemOS Local Plugin connects to a DSH profile through Cordis—no fork and no changes to DSH core.…

        Read full on X, posted by @MemOS_dev

        @MemOS_dev · x.com

      • Your AI forgets everything the moment the session ends. Here are 4 repos that give AI agents real, persistent memory.

        Read full on X, posted by @MMIA18EMV

        @MMIA18EMV · x.com

    9. 20 days earlier
    10. Jul 281 post
      • An agent that forgets previous interactions has to rebuild context on every task. MemOS is a memory operating system for developers building LLM applications and AI agents. It helps you give agents…

        Read full on X, posted by @DanKornas

        @DanKornas · x.com

    11. 2 months earlier
    12. Jun 112 posts
      • 最近同时开多个Agent项目,发现一个挺烦的事: Codex里聊了一半的需求,切换到Claude Code继续写,它完全不记得刚才说过啥。Cursor里配好的代码风格,到了OpenClaw又得重新教一遍。 每个Agent都像刚认识我的新员工,培训成本全是我自己的时间。 试了下 @MemOS_dev 的 MemOS CLI,思路挺对:长期记忆不该锁在任何一个客户端里。…

        Read full on X, posted by @zstmfhy

        @zstmfhy · x.com

      • 如何让多个 Agent 之间真正互相学习、互相帮助? 现在很多 Agent 都开始有自己的记忆,但问题是: 这些记忆彼此不连通。 Codex 记住的坑,Claude 不知道;Hermes 总结的方法,OpenClaw 也用不上。 最后每个 Agent 都像一个很努力但失忆的同事,重复问、重复试、重复踩坑。 我想要的不是把所有聊天记录都塞进一个大仓库,而是建立一层更克制的“共享记忆”: 只记录…

        Read full on X, posted by @servasyy_ai

        @servasyy_ai · x.com

    13. 9 days earlier
    14. Jun 21 post
      • AI 圈每天都在颠覆,但对我们用 AI 的人来说,真正有复利的事只有一件: 把你的经验持久化,变成可以跨工具迁移的资产。 模型和工具会换,今天 Claude 明天 GPT,今天 OpenClaw 明天 Hermes。 你在 Claude 里花了两周,让它彻底理解你的写作风格、项目背景、做事偏好。现在想试试 Hermes,所有这些积累全没了,每换一次工具就像一切从零开始。 最近发现…

        Read full on X, posted by @gkxspace

        @gkxspace · x.com

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