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TencentCloud/Octop

A smarter, self-hosted AI assistant — multi-user, multi-agent.

#AI agent
Visit GitHub
Python
11.3k
1.6k
10 contributors
MIT License
website
AchievementsView all →
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Momentum

How fast TencentCloud/Octop 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

Aug 31 – Oct 30, 2026

Stars +10,044 in 61 days

05001K
719

Forks +1,405 in 61 days

050100
76

Merged PRs 431 in 61 days

0102030
21

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

Top 25 overall

1519

Top 25 in Python

195157819161822921
Aug 31Sep 8Sep 16Sep 24Oct 2Oct 10Oct 18Oct 26
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 PRsAll languagesPython
Mon, Aug 31, 2026+39+29Not trendingNot trending
Tue, Sep 1, 2026+10+17Not trendingNot trending
Wed, Sep 2, 2026+22+011Not trendingNot trending
Thu, Sep 3, 2026+37+017Not trendingNot trending
Fri, Sep 4, 2026+36+18Not trendingNot trending
Sat, Sep 5, 2026+37+13Not trendingNot trending
Sun, Sep 6, 2026+13+25Not trendingNot trending
Mon, Sep 7, 2026+3+14Not trendingNot trending
Tue, Sep 8, 2026+7+28Not trendingNot trending
Wed, Sep 9, 2026+2+07Not trendingNot trending
Thu, Sep 10, 2026+27+010Not trendingNot trending
Fri, Sep 11, 2026+38+24Not trendingNot trending
Sat, Sep 12, 2026+20+06Not trendingNot trending
Sun, Sep 13, 2026+22+07Not trendingNot trending
Mon, Sep 14, 2026+255+225Not trending#19
Tue, Sep 15, 2026+719+760#15#5
Wed, Sep 16, 2026+324+425Not trending#15
Thu, Sep 17, 2026+499+507#19#7
Fri, Sep 18, 2026+525+5411Not trending#8
Sat, Sep 19, 2026+216+4121Not trendingNot trending
Sun, Sep 20, 2026+225+434Not trendingNot trending
Mon, Sep 21, 2026+125+3016Not trendingNot trending
Tue, Sep 22, 2026+117+1316Not trendingNot trending
Wed, Sep 23, 2026+131+2716Not trendingNot trending
Thu, Sep 24, 2026+107+1614Not trendingNot trending
Fri, Sep 25, 2026+96+125Not trendingNot trending
Sat, Sep 26, 2026+150+2213Not trendingNot trending
Sun, Sep 27, 2026+148+3310Not trendingNot trending
Mon, Sep 28, 2026+253+370Not trending#19
Tue, Sep 29, 2026+278+4616Not trending#16
Wed, Sep 30, 2026+292+4712Not trending#18
Thu, Oct 1, 2026+156+180Not trendingNot trending
Fri, Oct 2, 2026+152+104Not trendingNot trending
Sat, Oct 3, 2026+197+225Not trendingNot trending
Sun, Oct 4, 2026+153+2513Not trendingNot trending
Mon, Oct 5, 2026+258+314Not trending#22
Tue, Oct 6, 2026+415+437Not trending#9
Wed, Oct 7, 2026+300+220Not trendingNot trending
Thu, Oct 8, 2026+284+395Not trendingNot trending
Fri, Oct 9, 2026+239+383Not trendingNot trending
Sat, Oct 10, 2026+273+395Not trendingNot trending
Sun, Oct 11, 2026+160+221Not trendingNot trending
Mon, Oct 12, 2026+221+336Not trendingNot trending
Tue, Oct 13, 2026+257+3211Not trendingNot trending
Wed, Oct 14, 2026+189+3214Not trendingNot trending
Thu, Oct 15, 2026+197+296Not trendingNot trending
Fri, Oct 16, 2026+159+4019Not trendingNot trending
Sat, Oct 17, 2026+84+264Not trendingNot trending
Sun, Oct 18, 2026+119+267Not trendingNot trending
Mon, Oct 19, 2026+389+316Not trending#21
Tue, Oct 20, 2026+169+306Not trendingNot trending
Wed, Oct 21, 2026+166+435Not trendingNot trending
Thu, Oct 22, 2026+99+253Not trendingNot trending
Fri, Oct 23, 2026+137+184Not trendingNot trending
Sat, Oct 24, 2026+78+223Not trendingNot trending
Sun, Oct 25, 2026+87+95Not trendingNot trending
Mon, Oct 26, 2026+113+153Not trendingNot trending
Tue, Oct 27, 2026+60+160Not trendingNot trending
Wed, Oct 28, 2026+61+225Not trendingNot trending
Thu, Oct 29, 2026+60+190Not trendingNot trending
Fri, Oct 30, 2026+39+50Not trendingNot trending
Total+10,044+1,405431
  • 1#1 on the list
  • 7Rank that day
  • Not trending
1

    • GitHub trending history

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

    Sep 17 – Sep 18, 2026Best #7

    #1#5#10#15#20#25
    Top 10
    Sep 16, 2026Oct 1, 2026
    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 TencentCloud/Octop, and every badge it has earned
    1. Oct 271 post

      • Octop：腾讯开源的本地部署 AI 助手，支持多用户、多 Agent 协作，并通过 Web、CLI、IM 渠道访问，也提供知识库检索和团队管理能力。适合需要自己托管、统一接入多个模型和工具的团队；部署前要评估 Python 3.12+ 环境与数据权限设计。 👉

        Read full on X, posted by @no_morenicotine

        @no_morenicotine · x.com

    2. Oct 261 post

      • 自己搭一个能多人用的 AI 助手，不用把数据交给第三方平台：Octop 就是干这个的，自托管、多用户、多智能体，团队或小圈子可以共用一套。举个例子，给客服、运营、研发各配一个 agent，分工跑任务，不用来回切账号。

        Read full on X, posted by @xiaoshan0413

        @xiaoshan0413 · x.com

    3. 7 days earlier
    4. Oct 193 posts5 posts

      • 腾讯的开源, 自托管AI工作空间 项目 Octop, 让你的团队AI可以在多台机器上运行，并且每个人都有自己的专属版本。

        Read full on X, posted by @lujunneng

        @lujunneng · x.com

      • 我觉得大厂这次是亲自下场了 腾讯云内部孵化的 Octop，自托管 AI 助手 MIT 开源 一个进程跑全家桶 飞书钉钉微信 QQ 全能聊，agent 还能接管桌面

        Read full on X, posted by @ai_fengshou

        @ai_fengshou · x.com

      • 敢让同事借你的 AI 专家，改你工作区的文件吗？ 腾讯云开源的自托管多智能体工作空间 Octop 发了 v1.0.2：每人有独立专家与记忆，新版两台机器能连起来互借专家，专家还能组队分工。它也留了闸：权限逐项授权，撤权连 Key 一起清。 跨机器协作要来，就看边界划在哪。

        Read full on X, posted by @GoodMan_Lee

        @GoodMan_Lee · x.com

      • 想在自己 NAS 或 VPS 上养一窝 AI 助手，全家/小团队一人一个账号、互不串数据？腾讯云开源的 Octop 就是冲这个来的。 Octop 10 月 6 日正式对外宣布开源，MIT 协议，Python 写的；10 月 18 日刚发 v1.0.2，GitHub 目前约 1 万 stars、1.2k fork。 关键点： - 单进程跑全套：Web 控制台、CLI、IM 通道、定时任务一条…

        Read full on X, posted by @sanyanzhumo

        @sanyanzhumo · x.com

      • 本期 6 个 GitHub AI 项目： ① Octop：自托管团队 AI 助手 ② Deer-Flow：沙箱和记忆配合长任务 ③ Gen AI for Beginners：21 节课学生成式 AI ④ InkOS：维护长篇故事的设定与修订 ⑤ Security Audit Skill：Agent 分阶段审计代码 ⑥ OpenRig：把编码 Agent 组织成团队 你最想试哪一个？

        Read full on X, posted by @HongyeMain

        @HongyeMain · x.com

    5. Oct 151 post

      • Octop：可自托管的多用户 AI 助手 Octop 支持多用户、多 Agent，可以通过网页和飞书等聊天渠道使用，也能扩展知识库和外部工具连接。 开源地址：

        Read full on X, posted by @guangGitHub

        @guangGitHub · x.com

    6. Oct 121 post

      • 腾讯开源 Octop，自托管多用户 AI 助手：一台机器服务小团队，每人一套 expert。 FastAPI + 自研 Harness 运行时，Web、IM、cron 走单进程调度，SQLite 重建状态。 𝐀𝐂𝐏 双向打通：agent 接 IDE，编码甩给 Claude Code。 局限是 AgentTeams 仍在 Beta。

        Read full on X, posted by @cywcycw

        @cywcycw · x.com

    7. Oct 91 post

      • 我用 Octop 给家里每个人都配了一个个人 Agent。 可以按各自的需要来设置。 妻子用来处理工作资料，孩子有英语陪练。 父母准备出去玩时，可以让自己的 Agent 帮忙查攻略、排行程。 每个人有自己的账号，聊天和资料各自管理。 这套方式也适合小团队，把研究、写作和编程交给不同的 Agent，调好的配置还能共享给同事。

        Read full on X, posted by @liuSir2035

        @liuSir2035 · x.com

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