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Tags / Automation, bots, and scraping /

RPA and desktop automation

A tool that automates desktop or mobile GUIs by simulating clicks, keys, or screen reading; not browser-only automation.

The 20repositories with this Tag gained +4,694 net stars in the last 30 days, 107% more than the 30 days before.

2 created in the last 90 days · 7 published a release in the last 30 days · 185K stars in total

All in the Repository Index On Trending

Net stars each day, last 30 days+1,624 last 7 days

Oct 5, 2026Nov 3, 2026

  • Seed Dataset
  • Rising Admissions

Most net stars, last 30 days

babalae/better-genshin-impact

Translated📦BetterGI · Better Genshin (更好的原神) - Auto Pickup | Auto Story | Fully Automatic Fishing (AI) | Fully Automatic Genius Invokation TCG | Auto Logging | Auto Domain Farming | Auto Gathering/Mining/Farming Mora | All-in-One Routine | Full-Combo Rhythm Game | Auto Cooking | Desktop Clone - UI Automation Testing Tools For Genshin Impact

+1,758

37% of the net stars of this Tag

Largest Pace, last 30 days

moesnow/March7thAssistant

TranslatedLeave the dailies to March 7th, and keep the Trailblaze for yourself. An open-source automation assistant for "Honkai: Star Rail".

3.4×

+748 net stars, against +221 in the 30 days before

Most stars, created in the last 90 days

KnifeLemon/Droidline

Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phones, or let an AI agent use one, from Python, Node.js, the CLI, HTTP or Appium clients. No ADB, no USB cable, no root.

449

stars in total · created 28 days ago

Where the stars went, last 13 weeks

Net stars gained each week. The repositories that gained the most have their own color.

babalae/better-genshin-impact gained 33% of the net stars of this Tag in the last 13 weeks.

babalae/better-genshin-impact, week to Aug 11: +139 net starsMaaAssistantArknights/MaaAssistantArknights, week to Aug 11: +153 net starsmoesnow/March7thAssistant, week to Aug 11: +67 net starszai-org/Open-AutoGLM, week to Aug 11: +55 net starsAutoHotkey/AutoHotkey, week to Aug 11: +36 net starsAll other repositories, week to Aug 11: +91 net starsbabalae/better-genshin-impact, week to Aug 18: +240 net starsMaaAssistantArknights/MaaAssistantArknights, week to Aug 18: +185 net starsmoesnow/March7thAssistant, week to Aug 18: +61 net starszai-org/Open-AutoGLM, week to Aug 18: +76 net starsAutoHotkey/AutoHotkey, week to Aug 18: +45 net starsAll other repositories, week to Aug 18: +89 net starsbabalae/better-genshin-impact, week to Aug 25: +180 net starsMaaAssistantArknights/MaaAssistantArknights, week to Aug 25: +150 net starsmoesnow/March7thAssistant, week to Aug 25: +55 net starszai-org/Open-AutoGLM, week to Aug 25: +61 net starsAutoHotkey/AutoHotkey, week to Aug 25: +45 net starsAll other repositories, week to Aug 25: +87 net starsbabalae/better-genshin-impact, week to Sep 1: +208 net starsMaaAssistantArknights/MaaAssistantArknights, week to Sep 1: +169 net starsmoesnow/March7thAssistant, week to Sep 1: +85 net starszai-org/Open-AutoGLM, week to Sep 1: +67 net starsAutoHotkey/AutoHotkey, week to Sep 1: +41 net starsAll other repositories, week to Sep 1: +88 net starsbabalae/better-genshin-impact, week to Sep 8: +174 net starsMaaAssistantArknights/MaaAssistantArknights, week to Sep 8: +224 net starsmoesnow/March7thAssistant, week to Sep 8: +58 net starszai-org/Open-AutoGLM, week to Sep 8: +62 net starsAutoHotkey/AutoHotkey, week to Sep 8: +45 net starsAll other repositories, week to Sep 8: +99 net starsbabalae/better-genshin-impact, week to Sep 15: +107 net starsMaaAssistantArknights/MaaAssistantArknights, week to Sep 15: +131 net starsmoesnow/March7thAssistant, week to Sep 15: +32 net starszai-org/Open-AutoGLM, week to Sep 15: +56 net starsAutoHotkey/AutoHotkey, week to Sep 15: +55 net starsAll other repositories, week to Sep 15: +106 net starsbabalae/better-genshin-impact, week to Sep 22: +129 net starsMaaAssistantArknights/MaaAssistantArknights, week to Sep 22: +139 net starsmoesnow/March7thAssistant, week to Sep 22: +52 net starszai-org/Open-AutoGLM, week to Sep 22: +63 net starsAutoHotkey/AutoHotkey, week to Sep 22: +48 net starsAll other repositories, week to Sep 22: +96 net starsbabalae/better-genshin-impact, week to Sep 29: +180 net starsMaaAssistantArknights/MaaAssistantArknights, week to Sep 29: +132 net starsmoesnow/March7thAssistant, week to Sep 29: +59 net starszai-org/Open-AutoGLM, week to Sep 29: +51 net starsAutoHotkey/AutoHotkey, week to Sep 29: +43 net starsAll other repositories, week to Sep 29: +124 net starsbabalae/better-genshin-impact, week to Oct 6: +151 net starsMaaAssistantArknights/MaaAssistantArknights, week to Oct 6: +84 net starsmoesnow/March7thAssistant, week to Oct 6: +64 net starszai-org/Open-AutoGLM, week to Oct 6: +34 net starsAutoHotkey/AutoHotkey, week to Oct 6: +41 net starsAll other repositories, week to Oct 6: +88 net starsbabalae/better-genshin-impact, week to Oct 13: +231 net starsMaaAssistantArknights/MaaAssistantArknights, week to Oct 13: +168 net starsmoesnow/March7thAssistant, week to Oct 13: +62 net starszai-org/Open-AutoGLM, week to Oct 13: +70 net starsAutoHotkey/AutoHotkey, week to Oct 13: +46 net starsAll other repositories, week to Oct 13: +120 net starsbabalae/better-genshin-impact, week to Oct 20: +237 net starsMaaAssistantArknights/MaaAssistantArknights, week to Oct 20: +125 net starsmoesnow/March7thAssistant, week to Oct 20: +60 net starszai-org/Open-AutoGLM, week to Oct 20: +66 net starsAutoHotkey/AutoHotkey, week to Oct 20: +48 net starsAll other repositories, week to Oct 20: +385 net starsbabalae/better-genshin-impact, week to Oct 27: +814 net starsMaaAssistantArknights/MaaAssistantArknights, week to Oct 27: +196 net starsmoesnow/March7thAssistant, week to Oct 27: +68 net starszai-org/Open-AutoGLM, week to Oct 27: +60 net starsAutoHotkey/AutoHotkey, week to Oct 27: +45 net starsAll other repositories, week to Oct 27: +121 net starsbabalae/better-genshin-impact, week to Nov 3: +434 net starsMaaAssistantArknights/MaaAssistantArknights, week to Nov 3: +236 net starsmoesnow/March7thAssistant, week to Nov 3: +536 net starszai-org/Open-AutoGLM, week to Nov 3: +40 net starsAutoHotkey/AutoHotkey, week to Nov 3: +43 net starsAll other repositories, week to Nov 3: +335 net stars

Compare growth

20 repositories with this Tag. Select a column name to change the order.

#RepositoryStarsGained, 7 daysPace
1moesnow/March7thAssistant

TranslatedLeave the dailies to March 7th, and keep the Trailblaze for yourself. An open-source automation assistant for "Honkai: Star Rail".

12K+5367.9×
2babalae/better-genshin-impact

Translated📦BetterGI · Better Genshin (更好的原神) - Auto Pickup | Auto Story | Fully Automatic Fishing (AI) | Fully Automatic Genius Invokation TCG | Auto Logging | Auto Domain Farming | Auto Gathering/Mining/Farming Mora | All-in-One Routine | Full-Combo Rhythm Game | Auto Cooking | Desktop Clone - UI Automation Testing Tools For Genshin Impact

18K+4340.5×
3MaaAssistantArknights/MaaAssistantArknights

TranslatedA one-click tool for the daily tasks of Arknights, supporting all clients. (Arknights assistant: one click to finish all your daily tasks!)

24K+2361.2×
4BorisSun0424-boop/zaoba

TranslatedZaoba (早八, "8 AM") · Automatically completes daily check-ins for AI tools (WorkBuddy / Doubao Work / Zhipu) every day at 8:30, free and open source, with a local visual console

173+174new
5KnifeLemon/Droidline

Android automation from code. Test your apps on real phones, script the tasks you repeat, run a shelf of phones, or let an AI agent use one, from Python, Node.js, the CLI, HTTP or Appium clients. No ADB, no USB cable, no root.

449+1022.5×
6AutoHotkey/AutoHotkey

AutoHotkey - macro-creation and automation-oriented scripting utility for Windows.

13K+431.0×
7zai-org/Open-AutoGLM

An Open Phone Agent Model & Framework. Unlocking the AI Phone for Everyone

27K+400.7×
8robotframework/robotframework

Generic automation framework for acceptance testing and RPA

12K+13–
9asweigart/pyautogui

A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.

13K+12–
10go-vgo/robotgo

RobotGo, Go Native cross-platform RPA, GUI automation, Auto test and Computer use @vcaesar

11K+11–
11open-rpa/openrpa

Free Open Source Enterprise Grade RPA

3.1K+8–
12jordansissel/xdotool

fake keyboard/mouse input, window management, and more

3.9K+7–
13FlaUI/FlaUI

UI automation library for .Net

3.2K+6–
14taojy123/KeymouseGo

Translatedautomate mouse clicks and keyboard input

11K+5–
15JamieMason/ImageOptim-CLI

Make optimisation of images part of your automated build process

3.5K+3–
16aisingapore/TagUI

Free RPA tool by AI Singapore

6.3K+1–
17facebookarchive/WebDriverAgentarchived

A WebDriver server for iOS that runs inside the Simulator.

4.3K0–
18microsoft/WinAppDriver

Windows Application Driver

4.1K-1–
19nut-tree/nut.js

Native UI testing / controlling with node

2.9K-2–
20octalmage/robotjs

Node.js Desktop Automation.

13K-4–

Faster than the 30 days before

Net stars of the last 30 days are 2 or more times those of the 30 days before.

  1. moesnow/March7thAssistant3.4× · +748
  2. babalae/better-genshin-impact3.0× · +1,758

Slower than the 30 days before

Net stars of the last 30 days are 50% or less of those of the 30 days before.

No repository with this Tag meets this rule now.

New in the last 90 days

Created on GitHub in the last 90 days.

  1. KnifeLemon/Droidline+449 · 28 days ago
  2. BorisSun0424-boop/zaoba+174 · 6 days ago

Older than 2 years, still releasing

Created more than 2 years ago, with a push in the last 7 days and a GitHub release in the last 30 days.

  1. MaaAssistantArknights/MaaAssistantArknights24K · release today
  2. moesnow/March7thAssistant12K · release 4 days ago
  3. robotframework/robotframework12K · release yesterday

Last release more than 180 days ago

The newest GitHub release is more than 180 days old. A repository that never published a release is not in this list.

  1. taojy123/KeymouseGo11K · release last year
  2. aisingapore/TagUI6.3K · release 4 years ago
  3. microsoft/WinAppDriver4.1K · release 5 years ago
  4. jordansissel/xdotool3.9K · release 8 months ago
  5. FlaUI/FlaUI3.2K · release last year
All 7 in the table

How a repository gets this Tag

An agent reads the description, the GitHub topics, and the start of the README of each repository. It chooses Tags only from the Tag list in the AwesomeRepos source code. For each Tag, it quotes the text. A code check keeps the Tag only when the quote is in that text. The page of each repository shows the quote of each of its Tags. A Tag does not rank repositories. It does not say that one repository can replace another. To report a wrong Tag, use "Report a problem with this page" on the page of the repository.

How the numbers are counted

All numbers come from the Star History of the repositories that have the Tag now. A period is a run of complete UTC days. All numbers on this page count only the repositories that AwesomeRepos shows in lists. A machine computes them each hour.

For each repository, a period counts only when Star History has each of its days, or when the repository was created in the period. Otherwise the table shows "–". The bars of a week with no complete data are grey.

The Pace is the net stars of a period divided by the net stars of the period before. It shows only when Star History covers each day of the period before, with at least 3 net stars a day on average.

The chart at the top adds up the net stars of all the repositories with the Tag. The darker area is the part from the Seed Dataset; the rest is from rising Admissions. A rising Admission comes into the Repository Index because it gained stars quickly. Its Star History before its Admission comes from the Repository Host. Thus the days before many rising Admissions are higher than they were for the repositories in the index at that time. The repositories of the Seed Dataset are a set that does not change.

The releases are the GitHub releases of each repository. The lists and the table do not rank repositories, and they do not say that one repository can replace another.