GitHub repositories taking off in the last 30 days

Ranked by how many more stars each repo got in the last 30 days than its pace over the 30 days before would predict, lowest first. Star counts come from GitHub. Last updated 10 Nov 2026, 13:20 UTC.

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How the ranking works

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: 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.
Suspected: Repositories with at least 50 stars are left out as likely bought stars when they have no detected programming language and got those stars within a day of being created; or got them within 14 days while having no watchers, at most 1 fork, no detected language or under 1 KB of code other than HTML and CSS, and either 5 KB or less of files or an owner that is a personal account with at most 1 follower. Repositories with no detected language are also left out when, at any age, they have 5 KB or less of files and got at least 90% of their stars on a single day that ended more than a day ago; or have 5 KB or less of files and belong to a personal account with no followers that was created at most an hour before the repository. Any repository with at least 50 stars is also left out when, under 3 days old, it has no watchers and at least 5 forks and belongs to a personal account with no followers; it stays out while that account has no followers. Some repositories are also left out, or kept in, by hand after a review of the daily lists, whatever the rules above say. See them.
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	Above pace ↓	Momentum	Speed-up
22001	Apache RocketMQ go client Go · 8 years old	1,409	0	+1	+2	+1	0	2.1x faster
22002	Spot is a concise, developer-friendly way to describe your API contract. TypeScript · 8 years old	568	+1	+1	+1	+1	8	Up from 0
22003	A set of useful Laravel validation rules PHP · 8 years old	828	0	0	+1	+1	0	Up from 0
22004	Evolutionary multi-objective optimization platform MATLAB · 8 years old	2,226	0	+3	+22	+1	0	1.0x, steady
22005	mangos is a pure Golang implementation of nanomsg's "Scalablilty Protocols" Go · 8 years old	763	0	+1	+4	+1	0	1.4x faster
22006	Details for building a USB keyboard and touchpad controller from an old laptop. C++ · 8 years old	571	-1	+2	+5	+1	0	1.3x faster
22007	JDK源码阅读笔记 Java · 8 years old	1,555	0	-1	+2	+1	0	2.1x faster
22008	China Route for VPN Shell · 8 years old	1,586	0	+2	+6	+1	0	1.2x faster
22009	Percona Operator for MySQL based on Percona XtraDB Cluster Go · 8 years old	625	0	0	+2	+1	0	2.1x faster
22010	Vue implementation of the Carbon Design System JavaScript · 8 years old	652	0	0	+2	+1	0	2.1x faster
22011	Free MaxMind GeoLite2-City database for IP geolocation. Auto-updated, served via jsDelivr CDN. No API keys required. 8 years old	877	+1	+4	+21	+1	8	1.0x, steady
22012	🦀 The ultimate search extension for Rust JavaScript · 8 years old	1,273	0	0	+2	+1	0	2.1x faster
22013	Apache Pulsar Manager (no longer maintained, not recommended for use). For alternatives see https://pulsar.apache.org/docs/administration-ui Vue · 8 years old	540	0	0	+1	+1	0	Up from 0
22014	A simple SPA Portfolio template for developer/designers built with React. Use it to showcase your work, testimonials and other information to clients. JavaScript · 8 years old	631	+1	+1	+3	+1	8	1.5x faster
22015	RISC-V Open Source Supervisor Binary Interface C · 8 years old	1,564	0	+3	+19	+1	0	1.1x faster
22016	🔹 Get more control over the placement of lovelace cards. TypeScript · 8 years old	1,262	0	+4	+8	+1	0	1.2x faster
22017	Riemannian Adaptive Optimization Methods with pytorch optim Python · 8 years old	1,104	0	0	+4	+1	0	1.4x faster
22018	Tracktion Engine module C++ · 8 years old	1,468	0	+3	+15	+1	0	1.1x faster
22019	PEP-484 stubs for django-rest-framework Python · 7 years old	542	+1	+1	+1	+1	16	Up from 0
22020	Delver game engine and editor Java · 7 years old	824	0	0	+2	+1	0	2.1x faster
22021	Vue 3 admin dashboard template built with Bootstrap 5 Vue · 7 years old	744	0	0	+1	+1	0	Up from 0
22022	A browser-only WebFont subsetter and container converter for ttf/woff/woff2 — fonts never leave the page. 字压：纯前端字体按需裁剪与格式转换工具 JavaScript · 7 years old	524	0	0	+1	+1	0	Up from 0
22023	#FreeGEOS source codes. The offical home of the PC/GEOS operating system technology. For personal computing fans. For all developers and assembly lovers. For YOU! Assembly · 7 years old	939	0	+3	+10	+1	0	1.1x faster
22024	Blockchain in C#/.NET for on-chain, decentralized gaming C# · 7 years old	534	+1	+1	+1	+1	8	Up from 0
22025	Curated list of Python resources for data science. 7 years old	4,688	0	0	+14	+1	0	1.1x faster
22026	Fast ASGI web framework for Python Python · 7 years old	2,360	0	0	+4	+1	0	1.4x faster
22027	Realtek RTL88x2BU WiFi USB Driver for Linux C · 7 years old	1,556	0	+3	+8	+1	8	1.2x faster
22028	모던 JavaScript 튜토리얼(The Modern JavaScript Tutorial in Korean ) HTML · 7 years old	1,980	+1	+2	+3	+1	8	1.5x faster
22029	A flutter widget that provides pull-down refresh and pull-up load. Dart · 7 years old	4,073	0	+1	+3	+1	0	1.5x faster
22030	Build your repo automatically. C# · 7 years old	883	+1	+1	+3	+1	8	1.5x faster
22031	Blazorise is a component library built on top of Blazor with support for CSS frameworks like Bootstrap, Tailwind, Bulma, AntDesign, and Material. C# · 7 years old	3,541	0	-1	+6	+1	0	1.2x faster
22032	Reversible Reproducible Documents R · 7 years old	539	0	+1	+2	+1	0	2.1x faster
22033	NVIDIA RMM is a library for allocating and managing GPU memory in C++ and Python. C++ · 7 years old	741	+1	+2	+8	+1	8	1.2x faster
22034	A curated list of awesome references collected since 2018. HTML · 7 years old	675	0	+1	+5	+1	0	1.3x faster
22035	Cyber Security Tool For Hacking Wireless Connections Using Built-In Kali Tools. Supports All Securities (WEP, WPS, WPA, WPA2/TKIP/IES) Python · 7 years old	2,789	+1	+16	+54	+1	16	1.0x, steady
22036	📢 Lightweight event manager and dispatcher implements by Go. Go实现的轻量级的事件管理、调度程序库, 支持设置监听器的优先级, 支持使用通配符来进行一组事件的监听 Go · 7 years old	581	0	0	+2	+1	0	2.1x faster
22037	A powerful C# Roslyn analyzer that uses static analysis to detect bugs, surface security issues, and enforce best practices—helping developers and AI write more reliable code. C# · 7 years old	1,219	0	+4	+14	+1	0	1.1x faster
22038	Interface to use R from Python Python · 7 years old	707	+1	+1	+3	+1	8	1.5x faster
22039	Efficient Mock Generator for Swift Swift · 7 years old	887	0	0	+1	+1	0	Up from 0
22040	Devops, Deploy, CI/CD, Terminal, Sftp, Server monitor, Crontab Manager, Nginx Manager. Go · 7 years old	1,263	0	+2	+5	+1	0	1.3x faster
22041	Static provisioner of local volumes Go · 7 years old	1,211	0	0	+3	+1	0	1.5x faster
22042	High quality UI controls to complement the core JavaFX distribution Java · 7 years old	1,712	0	+1	+5	+1	0	1.3x faster
22043	A modern Python application packaging and distribution tool Rust · 7 years old	6,159	0	+1	+8	+1	0	1.2x faster
22044	A Docker container preconfigured with all of the Trail of Bits Ethereum security tools. Dockerfile · 7 years old	731	0	0	+1	+1	0	Up from 0
22045	A lean and fast 'fs' for the browser JavaScript · 7 years old	613	0	0	+3	+1	0	1.5x faster
22046	a list of demo websites for automatic music generation research 7 years old	801	0	+2	+3	+1	0	1.5x faster
22047	Bleeding edge emacs overlay [maintainer=@adisbladis] Nix · 7 years old	642	0	+1	+4	+1	0	1.4x faster
22048	Platform for safe, easy and productive programming of complex, multi-platform apps with a modern user interface C · 7 years old	574	0	0	+1	+1	0	Up from 0
22049	Kalandra is a functional, parallel, distributed programming language. C++ · 7 years old	930	0	0	+1	+1	0	Up from 0
22050	A list of cyber-chef recipes and curated links 7 years old	2,229	0	+2	+7	+1	0	1.2x faster

Today counts stars since midnight US Pacific time, so it is a partial day. 34 more tracked repositories are still loading their star history and will join the ranking once it is complete.