GitHub repositories taking off in the last year
Ranked by how many more stars each repo got in the last year than its pace over the 365 days before would predict. Star counts come from GitHub. Last updated 1 Nov 2026, 15:20 UTC.
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- Stars gained
- New stars in the window. "all" means the repo is younger than the window, so the number is every star it has.
- Today
- Stars since midnight US Pacific time, so a partial day.
- Above pace
- How many more stars the repo got than its pace in the window before would predict. +500 means 500 more than usual.
- Momentum
- A daily score modeled on trendshift.io: 8 points per star and 2 per fork since midnight UTC, reduced for repos that are this busy every day.
- Speed-up
- Stars per day in the window divided by stars per day in the window before. "New" means the repo is younger than the window. "Under 14 days" (twice the window; "Under 2 years" for 1 year) means it is older than the window but too young for a full window before it to compare with.
- Bars
- Stars per day (per week for 90 days and 1 year). Bright bars are the selected window. Heights use a square-root scale, so quieter days stay visible next to a spike.
| # | Repository | Stars | Today | 7d | 30d | 1y | Above pace ↓ | Momentum | Speed-up | Weekly stars |
|---|---|---|---|---|---|---|---|---|---|---|
| 6601 |
Turn any document into clean, AI-ready Markdown. Local-first desktop app: reads scanned PDFs, batches folders, runs offline, and uses far fewer tokens than vision models. |
579 | 0 | +7 | +41 | +580all | +580 | 8 | New | |
| 6602 |
🛰️ Cloudflare WARP endpoint scanner - find working endpoints over wg/awg/masque and see the exit region and edge node they land on |
583 | 0 | +34 | +106 | +580all | +580 | 6 | New | |
| 6603 |
Open-source AI security harness. Includes a web UI for code analysis, pentesting, vulnerability research, reverse engineering, verification, and fixing + CLI and MCP for agents. |
580 | +2 | +60 | +98 | +580all | +580 | 22 | New | |
| 6604 |
Angie - drop-in replacement for nginx |
2,608 | 0 | +4 | +31 | +1,006 | +579 | 0 | 2.4x faster | |
| 6605 |
PvZ2 Gardendless Official Website | A rewritten Plants vs Zombies 2 PC port |
1,841 | -1 | +36 | +135 | +1,177 | +579 | 7 | 2.0x faster | |
| 6606 |
Agentic AI for writing code |
877 | 0 | +3 | +36 | +728 | +579 | 0 | Under 2 years | |
| 6607 |
《棕色尘埃2 (Brown Dust 2)》MaaFramework (MFA)框架自动化脚本。自动领取日常，拒绝给游戏打工！ |
651 | 0 | +8 | +46 | +614 | +579 | 0 | Under 2 years | |
| 6608 |
第三方123云盘客户端，解决了123云盘官方客户端的若干问题，并使用多种方式解除部分流量限制，使用Python3和PyQt6制作 |
584 | +7 | +15 | +37 | +581 | +579 | 64 | Under 2 years | |
| 6609 |
Scrob - Self-hosted media tracking app. It syncs your libraries from Jellyfin, Plex, and Emby, tracks your watch history, ratings, and personal lists - Your own private Letterboxd + Trakt |
580 | 0 | +24 | +81 | +579all | +579 | 0 | New | |
| 6610 |
The best-in-class macOS app to See every packet clearly on your Mac. Alternative to Wireshark |
582 | +1 | +15 | +144 | +579all | +579 | 16 | New | |
| 6611 |
Numen is an embodied agent that runs inside Minecraft. It lives in the game as a mod, continually explores the Minecraft world, makes its own decisions, and takes action to get tasks done. |
582 | +3 | +17 | +127 | +579all | +579 | 48 | New | |
| 6612 |
你的下一款阅读软件，可以是 Cmbok |
581 | +6 | +87 | +207 | +579all | +579 | 67 | New | |
| 6613 |
No description |
583 | +2 | +51 | +258 | +579all | +579 | 40 | New | |
| 6614 |
Native PC port of Super Smash Bros. Melee (NTSC-U 1.02), built from doldecomp/melee on aurora. No game data; bring your own disc. |
580 | 0 | +28 | +179 | +579all | +579 | 24 | New | |
| 6615 |
Skill training with a corruption and reconstruction loop: train an agent's skill library, not its weights. |
579 | +9 | +132 | +576 | +579all | +579 | 94 | New | |
| 6616 |
The Agentic Scientist: Orchestrating Coding Agents for Automated Scientific (Co-)Discovery |
580 | +5 | +75 | +579all | +579all | +579 | 64 | New | |
| 6617 |
不要问 AI，问薯条。一个结合麦当劳 MCP 与 AI 答案之书的 Skill。 |
615 | 0 | -1 | +579all | +579all | +579 | 0 | New | |
| 6618 |
An executable specification language with delightful tooling based on the temporal logic of actions (TLA) |
1,898 | 0 | +17 | +96 | +837 | +578 | 8 | 3.2x faster | |
| 6619 |
Open-source Xray-core client for iOS, macOS, Android, Windows, and Linux. Smart routing, subscription management, and custom JSON configs. Available on the App Store, Google Play, and Microsoft Store. |
754 | +1 | +36 | +119 | +665 | +578 | 24 | Under 2 years | |
| 6620 |
Meta Wearables Device Access Toolkit for iOS |
578 | 0 | +2 | +26 | +578all | +578 | 0 | New | |
| 6621 |
A local multi-agent harness that works with your existing Claude Code, Codex subscriptions, allows you to run an office of agents |
591 | -1 | -5 | +562 | +578all | +578 | 0 | New | |
| 6622 |
Webchat to API |
1,405 | -1 | +3 | +23 | +877 | +577 | 0 | 2.9x faster | |
| 6623 |
Compiler-based i18n library that emits tree-shakable translations, leading to up to 70% smaller bundle sizes. |
776 | 0 | +5 | +55 | +652 | +577 | 0 | 8.7x faster | |
| 6624 |
Gift your VS Code agent a real debugger: breakpoints, stepping, inspection. |
579 | 0 | +6 | +41 | +578 | +577 | 0 | Under 2 years | |
| 6625 |
Run any agent on any model, models stored as OCI images |
577 | +1 | +8 | +47 | +577all | +577 | 8 | New | |
| 6626 |
Describe what you want built — get a finished project. An agent skill for Claude Code, Cursor and Codex: asks only where your idea forks, then writes the spec, splits it into tasks, builds it and checks the result against your original brief. Live progress on a dashboard that opens by itself. |
579 | 0 | +34 | +184 | +577all | +577 | 0 | New | |
| 6627 |
The official repo of GameHorizon, a unified data and evaluation suite that measures AAA gameplay capabilities at different temporal horizons for diverse model families. |
579 | 0 | +2 | +95 | +577all | +577 | 0 | New | |
| 6628 |
Video game library manager with support for wide range of 3rd party libraries and game emulation support, providing one unified interface for your games. |
14,416 | 0 | +60 | +344 | +3,020 | +576 | 48 | 1.2x faster | |
| 6629 |
💎 Amber the programming language compiled to Bash/Ksh/Zsh |
5,243 | +1 | +2 | +22 | +1,025 | +576 | 8 | 2.3x faster | |
| 6630 |
MCP Server for Adobe After Effects. Enables remote control (compositions, text, shapes, solids, properties) via the Model Context Protocol using ExtendScript. |
830 | +2 | +32 | +140 | +703 | +576 | 16 | Under 2 years | |
| 6631 |
An index of my Claude Code related repos including a wide variety of starter templates for using Claude Code for common and more imaginative purposes! |
578 | 0 | +6 | +31 | +577 | +576 | 0 | Under 2 years | |
| 6632 |
Claude Code for Everyone - Learn Claude Code in Claude Code |
576 | 0 | +3 | +7 | +576all | +576 | 0 | New | |
| 6633 |
No description |
576 | 0 | +66 | +343 | +576all | +576 | 28 | New | |
| 6634 |
AI-powered 3D suite built on Blender, with an integrated agent, moodboard, generation tools and layer-based painting |
578 | 0 | +19 | +253 | +576all | +576 | 8 | New | |
| 6635 |
InfiniSplat Series: Feed-Forward 3D Gaussian Reconstruction |
577 | +1 | +18 | +232 | +576all | +576 | 8 | New | |
| 6636 |
Claudemy: an open-source alternative to Udemy and Coursera. Give Claude a topic, it researches the web and builds a course of 2-minute audio lessons with cited sources. A free Claude Code skill. |
577 | +3 | +127 | +576all | +576all | +576 | 27 | New | |
| 6637 |
[CASUALLY MAINTAINED] 轻小说文库 (Wenku8.com) 安卓版第三方公益App，始于2014年的初版Material Design风格、非盈利、Play Store上安装包最小的轻小说阅读器 (light novel reader)。目前网站的API由于被大量滥用，已更新成我自己架的 Cloudflare Worker API 中继节点，不然的话网站关闭API就全军覆没了。 |
3,258 | +2 | +55 | +207 | +1,040 | +575 | 58 | 2.2x faster | |
| 6638 |
Open-source, ad-free Android multimedia recorder with background video recording, screen recording, live streaming, and remote camera control |
2,868 | 0 | +11 | +65 | +1,545 | +575 | 0 | 1.6x faster | |
| 6639 |
EgoVerse: Egocentric Data for Robot Learning from Around the World |
575 | 0 | +2 | +18 | +575 | +575 | 0 | Under 2 years | |
| 6640 |
Shob – an AI agent that delivers high-quality coding & automation work |
575 | 0 | 0 | +3 | +575all | +575 | 0 | New | |
| 6641 |
本书围绕 DeerFlow 2.0，从理论到源码，系统讲解如何进行二次开发。(精校) |
575 | 0 | +11 | +35 | +575all | +575 | 0 | New | |
| 6642 |
Reimplementing Git in Rust. Like a boss. |
575 | 0 | +6 | +44 | +575all | +575 | 0 | New | |
| 6643 |
面向 Windows 的 ChatGPT 账号注册、邮箱 OTP、账号管理与支付工作台 |
579 | 0 | +24 | +75 | +575all | +575 | 0 | New | |
| 6644 |
Deep Skill Finder – Real Tests Real Reviews find skills that Real Work |
576 | +1 | +11 | +417 | +575all | +575 | 16 | New | |
| 6645 |
An AI-friendly iOS/iPadOS automation testing tool built on XCUITest, but more than a testing tool: agents like Codex, Claude Code, Hermes, OpenClaw and Minis can operate your iPhone or iPad wirelessly through an encrypted JSON-RPC 2.0 API (tap, type, read the screen, launch apps, and more). |
575 | +1 | +15 | +575 | +575all | +575 | 10 | New | |
| 6646 |
Native Wayland screenshot and annotation editor for Omarchy and Hyprland |
575 | 0 | +5 | +19 | +575all | +575 | 0 | New | |
| 6647 |
对话式 AI 助手 · All in Chat - 把 Agent 能力装进对话里，无需复杂配置，像聊天一样使用 Agent。已内置破甲角色「小码酱」，支持国模破甲。 |
579 | +8 | +270 | +575 | +575all | +575 | 57 | New | |
| 6648 |
一款综合性网络安全检测和运维工具，旨在快速资产发现、识别、检测，构建基础资产信息库，协助甲方安全团队或者安全运维人员有效侦察和检索资产，发现存在的薄弱点和攻击面。 |
4,475 | +1 | +18 | +76 | +1,754 | +574 | 8 | 1.5x faster | |
| 6649 |
PTQ-Level Efficiency, QAT-Level Accuracy | 训练后量化的效率，量化感知训练的精度 |
1,697 | 0 | +9 | +75 | +1,018 | +574 | 0 | 2.3x faster | |
| 6650 |
🎯 The definitive collection of 50+ verified Awesome Claude Skills for Claude Code, Claude.ai, and API. Boost productivity with TDD, debugging, git workflows, document processing, and more. Community-driven, actively maintained. |
580 | 0 | +17 | +48 | +577 | +574 | 0 | Under 2 years |
Today counts stars since midnight US Pacific time, so it is a partial day. 29 more tracked repositories are still loading their star history and will join the ranking once it is complete.