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MemoriLabs/Memori

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

#AI memory
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Python
17.4k
4.4k
49 contributors
Custom license
website
AchievementsView all →
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Momentum

How fast MemoriLabs/Memori 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 7 – Nov 6, 2026

Stars +1,005 in 61 days

050100
77

Forks +744 in 61 days

0204060
50

Merged PRs 1 in 61 days

01
1

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

Not in the Trendshift top 25 in this period

Sep 7Sep 15Sep 23Oct 1Oct 9Oct 17Oct 25Nov 2
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
Mon, Sep 7, 2026+24+70
Tue, Sep 8, 2026+26+110
Wed, Sep 9, 2026+20+150
Thu, Sep 10, 2026+56+330
Fri, Sep 11, 2026+30+90
Sat, Sep 12, 2026+51+260
Sun, Sep 13, 2026+25+120
Mon, Sep 14, 2026+28+80
Tue, Sep 15, 2026+32+180
Wed, Sep 16, 2026+11+40
Thu, Sep 17, 2026+17+110
Fri, Sep 18, 2026+22+71
Sat, Sep 19, 2026+32+180
Sun, Sep 20, 2026+30+220
Mon, Sep 21, 2026+18+160
Tue, Sep 22, 2026+21+80
Wed, Sep 23, 2026+10+50
Thu, Sep 24, 2026+9+50
Fri, Sep 25, 2026+12+80
Sat, Sep 26, 2026+19+180
Sun, Sep 27, 2026+11+110
Mon, Sep 28, 2026+24+210
Tue, Sep 29, 2026+19+50
Wed, Sep 30, 2026+19+150
Thu, Oct 1, 2026+13+80
Fri, Oct 2, 2026+15+150
Sat, Oct 3, 2026+12+110
Sun, Oct 4, 2026+0+40
Mon, Oct 5, 2026+7+110
Tue, Oct 6, 2026+4+80
Wed, Oct 7, 2026+23+210
Thu, Oct 8, 2026+47+390
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+1+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+3+00
Tue, Oct 13, 2026+2+00
Wed, Oct 14, 2026+0+90
Thu, Oct 15, 2026+6+90
Fri, Oct 16, 2026+0+170
Sat, Oct 17, 2026+0+340
Sun, Oct 18, 2026+2+290
Mon, Oct 19, 2026+0+210
Tue, Oct 20, 2026+1+30
Wed, Oct 21, 2026+0+10
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+2+00
Sat, Oct 24, 2026+0+10
Sun, Oct 25, 2026+1+00
Mon, Oct 26, 2026+0+00
Tue, Oct 27, 2026+0+00
Wed, Oct 28, 2026+4+00
Thu, Oct 29, 2026+69+430
Fri, Oct 30, 2026+30+230
Sat, Oct 31, 2026+16+120
Sun, Nov 1, 2026+28+100
Mon, Nov 2, 2026+14+120
Tue, Nov 3, 2026+77+500
Wed, Nov 4, 2026+35+290
Thu, Nov 5, 2026+14+110
Fri, Nov 6, 2026+13+00
Total+1,005+7441
  • 1#1 on the list
  • 7Rank that day
  • Not trending
5

    • GitHub trending history

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

    Nov 12 – Dec 3, 2025Best #10

    #1#5#10#15#20#25
    Top 10
    Dec 2025Jan 2026FebMarAprMay
    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 MemoriLabs/Memori, and every badge it has earned
    1. Aug 201 post

      • every agent memory system has to answer the same 3 questions: who is this, what were they doing, and what happened in this exchange. Memori built its whole schema around exactly that. 3 things worth…

        Read full on X, posted by @oliviscusAI

        @oliviscusAI · x.com

    2. 1 month earlier
    3. Jul 81 post

      • • Plugs into existing software and infrastructure with zero config • Achieves 81.95% accuracy on LoCoMo benchmark using only 4.97% of full-context tokens • Available as Python and TypeScript SDKs…

        Read full on X, posted by @the_osps

        @the_osps · x.com

    4. 2 months earlier
    5. May 211 post

      • Turns agent execution into structured persistent memory

        Read full on X, posted by @Dhiraj7kr

        @Dhiraj7kr · x.com

    6. May 202 posts

      • Unlock agent-native memory with MemoriLabs/Memori See link below 👇

        Read full on X, posted by @RepoGems

        @RepoGems · x.com

      • Agent memory that forgets between sessions is the norm. Memori adds structured recall: captures traces, decisions, turns. Any LLM can query. 14.6k stars. Bigger windows solved short-term. Long-term…

        Read full on X, posted by @agentxagi

        @agentxagi · x.com

    7. May 191 post

      • Turns agent execution into structured persistent memory

        Read full on X, posted by @Dhiraj7kr

        @Dhiraj7kr · x.com

    8. May 161 post

      • 你的 AI Agent 每次重启都失忆？Memori 来了！开源记忆引擎让你的 Agent 记住所有对话、偏好和执行历史。最炸裂的是：准确率 81.95%，但 token 消耗只有传统方法的 5%！这意味着什么？更便宜、更快、更智能。

        Read full on X, posted by @cal_mound

        @cal_mound · x.com

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