TencentCloud/Octop

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

AI agentsPython#agent#agentic-ai#ai#ai-agent#ai-agents

6.7 Breakout Magnitude out of 10. Star growth looks organic. Data as of September 18, 2026.

About the project

Self-hosted AI assistant in Python with multi-user and multi-agent support: a single process serves a web dashboard, CLI, IM integrations and cron, with all data kept locally.

Useful for

Deploy a personal assistant with persistent memory for reports and notes
Connect an agent to Feishu or DingTalk to route tasks into group chats
Set up cron jobs in natural language for recurring reminders

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

235 stars so far today, about 330 expected by the end of the day. The usual pace is 21 per day, so that's 15× as much.
Over the last two days the pace is 3.7× that of the previous week and a half.
The spike has held for 3 days in a row — not a one-off blip.
GitHub Trending today: #7, +571 stars.
GitHub Trending Python today: #1, +571 stars.
About 49 forks a day — people are taking the code.

Stars per day

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars: 3,880
Stars in a day: 330
Forks: 400
Issues and pull requests: 780
Watchers: 41
Language: Python
License: MIT
Latest release: v1.0.0 · September 14, 2026
Created: July 8, 2026
Last push: September 18, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in

September 18, 2026GitHub Trending today: #7, +571 stars; GitHub Trending Python today: #1, +571 stars
September 17, 2026GitHub Trending today: #16, +386 stars; GitHub Trending Python today: #3, +386 stars
September 16, 2026GitHub Trending Python today: #6, +419 stars

README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

[![Seismograph](https://gitnova.dev/badge/TencentCloud/Octop.svg?lang=en)](https://gitnova.dev/en/r/TencentCloud/Octop)

Similar projects

8.9
browser-use/jev-ultrafast
A browser agent with a dynamic, indexed action space: given one natural-language goal it picks an operation (CLICK, TYPE_TEXT, SELECT, etc.) and an element, using a small LLM to generate text only for typing.

BreakoutAI agentsPython+2,425 stars in a day
8.6
tamaratran/fast-jev-compaction
Claude Code plugin that replaces context compaction summaries with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim. Also…

BreakoutAI agentsTypeScript+1,785 stars in a day
8.1
hypit-ai/hypit
Hypit gives AI agents a language and system to create video: the agent clones a viral clip as an editable workflow — footage, captions, B-roll and effects anchored to words instead of seconds.

BreakoutAI agentsTypeScript+882 stars in a day
7.9
Tencent/BrowserSkill
BrowserSkill connects AI agents (Cursor, Claude Code, Codex, etc.) to your already logged-in browser via the bsk CLI and an extension, letting the agent work in a separate window without interrupting you.

BreakoutAI agentsTypeScript+753 stars in a day
7.0
korcarc/text-humanizer
A Python tool that rewrites AI-generated text through an LLM and translation pipeline to bypass detectors like Turnitin and GPTZero. Supports 8 languages and requires a DeepSeek API key.

Early signalAI agentsPython+323 stars in a day
6.9
Tencent/WeKnora
Open-source LLM knowledge platform: turns raw documents into queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

BreakoutAI agentsGo+455 stars in a day