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, 04:20 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 |
|---|---|---|---|---|---|---|---|---|---|---|
| 7301 |
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained |
24,843 | -6 | +3 | +55 | +1,358 | +487 | 0 | 1.6x faster | |
| 7302 |
mold 🦠: A Modern Linker in Rust 🦀 |
17,708 | -4 | +24 | +469 | +2,118 | +487 | 0 | 1.3x faster | |
| 7303 |
efinance 是一个可以快速获取基金、股票、债券、期货数据的 Python 库，回测以及量化交易的好帮手！🚀🚀🚀 |
4,097 | 0 | +6 | +29 | +1,378 | +487 | 0 | 1.5x faster | |
| 7304 |
The Jac Programming Language -- The ultimate language for agents to build everything. |
953 | 0 | +12 | +213 | +645 | +487 | 0 | 4.1x faster | |
| 7305 |
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods |
3,410 | -1 | +22 | +102 | +1,476 | +487 | 0 | 1.5x faster | |
| 7306 |
Steam Depot Manifest Files Cache |
2,005 | +1 | +13 | +59 | +915 | +487 | 0 | 2.1x faster | |
| 7307 |
Build SwiftUI-style apps that run in the browser |
590 | +1 | +65 | +86 | +533 | +487 | 0 | 11.6x faster | |
| 7308 |
The Lean Computer Science Library (CSLib) |
786 | 0 | +9 | +58 | +636 | +487 | 0 | Under 2 years | |
| 7309 |
Local gateway for Claude Code, Codex and other AI clients on macOS, Windows and Linux: switch upstreams without touching clients, keep API keys from relays, cut off malicious tool calls, trace every request. |
487 | +61 | +320 | +483 | +487all | +487 | 2 | New | |
| 7310 |
The workflows and skills the MiniMax Code team uses to build MiniMax Code. Open source, install and use. |
487 | +21 | +487all | +487all | +487all | +487 | 9 | New | |
| 7311 |
Lightweight clipboard manager for macOS |
22,160 | -5 | +102 | +406 | +5,103 | +486 | 3 | 1.1x faster | |
| 7312 |
UNIX-like reverse engineering framework and command-line toolset. |
4,083 | +1 | +46 | +162 | +970 | +486 | 0 | 2.0x faster | |
| 7313 |
Self host your media and share with unique links |
1,515 | 0 | +9 | +25 | +666 | +486 | 0 | 3.7x faster | |
| 7314 |
MyGo 云音乐 - 第三方网易云音乐原生客户端 |
486 | +32 | +486all | +486all | +486all | +486 | 24 | New | |
| 7315 |
Almost Clojure written in Go. |
575 | 0 | 0 | +10 | +495 | +485 | 0 | 49.5x faster | |
| 7316 |
超级峰的视频设计方法论｜面向 AI Agent 的视频主线、分镜、声画节奏、制作与交付验收 Skill |
489 | +1 | +478 | +485all | +485all | +485 | 0 | New | |
| 7317 |
DeepSeek Harness 破甲 (mirror of mmparko/dsh-purge) — 全量镜像：全部分支/100 个 tag/完整提交历史。原作者署名见 README。 |
489 | +4 | +55 | +485all | +485all | +485 | 0 | New | |
| 7318 |
WeVisOne-VL is a powerful VLM by the WeChat Vision Team at Tencent, unifying object-level and pixel-level perception from points and boxes to masks and alpha mattes. |
487 | +9 | +346 | +485all | +485all | +485 | 6 | New | |
| 7319 |
Office Tool Plus localization projects. |
14,628 | -11 | +39 | +333 | +2,738 | +484 | 0 | 1.2x faster | |
| 7320 |
NoDPI is a utility for bypassing the DPI (Deep Packet Inspection) |
1,857 | -6 | +178 | +184 | +1,170 | +484 | 0 | Under 2 years | |
| 7321 |
OneClip——A simple and professional native clipboard manager for macOS ｜干净美观的 macOS 剪贴板管理工具｜还支持轻量级截图/长截图、录屏录音、OCR、划词翻译、拖拽容器、堆栈粘贴、PopClip划词、AI 集成、局域网同步等 |
530 | -2 | +7 | +64 | +506 | +484 | 0 | Under 2 years | |
| 7322 |
Code graph and memory for your coding agents, in one Rust program. For Claude Code, Codex, Cursor and any MCP client. |
484 | +4 | +127 | +484all | +484all | +484 | 0 | New | |
| 7323 |
ImageMagick is a free, open-source software suite for creating, editing, converting, and displaying images. It supports 200+ formats and offers powerful command-line tools and APIs for automation, scripting, and integration across platforms. |
17,775 | -6 | +46 | +230 | +3,179 | +483 | 0 | 1.2x faster | |
| 7324 |
Xcode 27 system prompts and internal documentation |
521 | +2 | +2 | +8 | +502 | +483 | 0 | Under 2 years | |
| 7325 |
Samsung Tizen root |
489 | +2 | +271 | +464 | +483all | +483 | 2 | New | |
| 7326 |
Agent Native 一站式 AI 小说，短剧桌面创作工作台 |
482 | +24 | +411 | +483all | +483all | +483 | 3 | New | |
| 7327 |
The Web framework for perfectionists with deadlines. |
91,633 | -74 | +49 | +408 | +7,058 | +482 | 584 | 1.1x faster | |
| 7328 |
DevOps Real World Projects for Aspiring DevOps Engineers [Beginner to Advanced] |
2,397 | -1 | +5 | +65 | +891 | +482 | 0 | 2.2x faster | |
| 7329 |
Foqos allows you to lock apps behind the tap of a NFC tag or scan of a QR code. Free and open source alternative to Brick, Opal, ScreenZen, Unpluq, Scrolly, Blok and more! |
903 | 0 | +12 | +58 | +692 | +482 | 0 | 3.3x faster | |
| 7330 |
为独立开发者准备的精选技术栈和工具仓库来了！这里有你最需要的工具，帮你提升开发效率、节约成本，最重要的是——这些工具都是市场上热门的，经过验证的。🚀A curated collection of tech stacks and tools tailored for independent developers is here! these are proven, popular tools widely used in the industry. 🚀 |
1,918 | +3 | +15 | +52 | +1,200 | +482 | 0 | Under 2 years | |
| 7331 |
PC, Android, iOS and macOS port of the ICO (PS2) decompilation (nathanialf/ico): Windows, Linux, Steam Deck, Android, iPhone via LiveContainer and Apple-silicon Mac (contributed). Contains no game data. |
483 | +6 | +46 | +482all | +482all | +482 | 5 | New | |
| 7332 |
Official repository for MemT-1.0 |
482 | +2 | +90 | +482all | +482all | +482 | 4 | New | |
| 7333 |
Mutation testing for JavaScript and friends |
3,306 | +2 | +30 | +147 | +614 | +481 | 0 | 4.6x faster | |
| 7334 |
Jellyfin Stremio Integration Plugin |
865 | +1 | +10 | +44 | +673 | +481 | 0 | Under 2 years | |
| 7335 |
Docker-native control plane for autoscaling ephemeral CI runners on a single host—without Kubernetes. |
481 | +5 | +74 | +199 | +481all | +481 | 0 | New | |
| 7336 |
SUPRA-Tex: 3D Generation with Super-Aligned Texture |
481 | +17 | +198 | +481all | +481all | +481 | 113 | New | |
| 7337 |
No description |
1,714 | +1 | +6 | +43 | +608 | +480 | 0 | 4.8x faster | |
| 7338 |
Mini Drone/Quadcopter Firmware for ESP32 and ESP32-S Series SoCs. |
2,286 | +3 | +18 | +73 | +989 | +480 | 0 | 1.9x faster | |
| 7339 |
This is the repository of my personal notes taken during Jeremy's IT Lab Complete CCNA 200-301 course |
1,745 | +1 | +19 | +94 | +1,062 | +480 | 0 | 1.8x faster | |
| 7340 |
The ESP32-BlueJammer (Bluetooth jammer, BLE jammer, WiFi jammer, RC jammer) disrupts 2.4GHz communications. Using an ESP32 and nRF24 modules, it generates noise and unnecessary packets, causing interference between the devices communicating, making them unable to work as intended. Ideal for controlled disruption and security testing. |
8,776 | +5 | +57 | +295 | +4,394 | +480 | 12 | 1.1x faster | |
| 7341 |
A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Microsoft Office services through the Graph API |
1,099 | 0 | +23 | +98 | +789 | +480 | 0 | Under 2 years | |
| 7342 |
Claude skill to generate favicons, app icons, and social media images from logos, text, or emojis. Supports emoji suggestions, validation, and framework auto-integration. |
528 | 0 | +6 | +22 | +504 | +480 | 0 | Under 2 years | |
| 7343 |
No description |
480 | 0 | +61 | +480 | +480all | +480 | 0 | New | |
| 7344 |
发现惊艳动效、创意视频与交互艺术，探索背后的源码、提示词与制作过程。Curated motion design, creative video & interactive art — with source code, prompts & making-of resources. |
480 | +3 | +56 | +363 | +480all | +480 | 0 | New | |
| 7345 |
Independent open-source file toolkit inspired by Tangerine, with added web downloads, QR reading and editing workflows. / Tangerine’den ilham alan, yeni özelliklerle geliştirilen bağımsız açık kaynak dosya aracı. |
480 | +25 | +478 | +480all | +480all | +480 | 1 | New | |
| 7346 |
A radically modular HTML/CSS rendering engine |
4,328 | -1 | +24 | +126 | +1,403 | +479 | 0 | 1.5x faster | |
| 7347 |
Fast, Declarative, Reproducible, and Composable Developer Environments using Nix |
7,790 | +3 | +13 | +105 | +2,010 | +479 | 0 | 1.3x faster | |
| 7348 |
The local-first operating system for building, running, and improving AI agents, workflows, and autonomous goals. |
564 | +2 | +7 | +22 | +522 | +479 | 0 | Under 2 years | |
| 7349 |
High-performance indexer for services using the U2P system written in Rust |
503 | -4 | -4 | -2 | +491 | +479 | 0 | Under 2 years | |
| 7350 |
No description |
587 | 0 | +10 | +38 | +533 | +479 | 0 | Under 2 years |
Today counts stars since midnight US Pacific time, so it is a partial day. 2 more tracked repositories are still loading their star history and will join the ranking once it is complete.