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, lowest first. Star counts come from GitHub. Last updated 15 Nov 2026, 12:20 UTC.

Filters

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 it belongs to a personal account with no followers and either is under 3 days old with no watchers and at least 5 forks, or is under 30 days old with at least half as many forks as stars and 128 KB or less of files while that account is under a year old; 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	1y	Above pace ↓	Momentum	Speed-up
36851	Apps and tools for the BMW iDrive 7 (MGU) head unit, installable from the Store C++ · 15 days old	422	+3	+103	+419all	+419all	+419	21	New
36852	HandBrake's development repository C · 11 years old	25,011	0	+78	+349	+4,031	+420	0	1.1x faster
36853	🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials. 7 years old	4,465	0	+5	+40	+1,128	+420	0	1.6x faster
36854	No description Java · 6 years old	1,515	0	+22	+93	+667	+420	0	2.7x faster
36855	No description Java · 5 years old	3,128	0	+14	+69	+1,050	+420	0	1.7x faster
36856	A curated list of awesome unoffical PC Ports. 3 years old	1,010	0	+20	+105	+622	+420	8	3.1x faster
36857	LUTE = Learning Using Texts: learn languages through reading. Python · 3 years old	1,618	0	+11	+31	+787	+420	8	2.1x faster
36858	Private Gecko browser with containers, web apps, Tor/VPN, and on-device search Dart · 2 years old	1,117	0	+15	+84	+750	+420	8	2.3x faster
36859	NapCatQQ&Snowluma 的 Desktop 程序 2 years old	764	-1	+57	+216	+568	+420	0	3.8x faster
36860	No description JavaScript · 4 months old	419	0	+6	+179	+420all	+420	0	New
36861	基于 Cloudflare Workers 的轻量 WebSSH 工作台，支持主机管理、加密存储、SFTP、进程监控与地球可视化。A lightweight WebSSH workspace on Cloudflare Workers with host management, encrypted storage, SFTP, process monitoring and globe visualization. TypeScript · 57 days old	422	0	+11	+162	+420all	+420	10	New
36862	Static recompilation of Need for Speed Underground 2 (SPEED2.EXE x86-32 -> C) with pcrecomp. Bring your own game; no game code or data included. C++ · 39 days old	420	0	+42	+314	+420all	+420	5	New
36863	A layout engine for AI diagrams: the model says what to draw, Sketchy figures out where. Hand-drawn, interactive, in Claude, Cursor and VS Code. TypeScript · 37 days old	420	+2	+157	+420	+420all	+420	11	New
36864	公交实时到站查询与动态追踪 Kotlin · 16 days old	422	0	+39	+420all	+420all	+420	23	New
36865	Pestinha é um pet virtual de desktop para Windows, com rede neural pulsada, emoções e personalidade que evolui com o usuário. Ele aprende com carinho e consequências, faz travessuras, brinca, trabalha e reage ao ambiente. Tudo funciona localmente, sem depender da nuvem. Python · 13 days old	421	0	+59	+420all	+420all	+420	11	New
36866	VT Code is a terminal-first coding agent for your repo, in the CLI and native macOS app. Rust · 14 months old	911	0	+8	+33	+665	+421	0	Under 2 years
36867	OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks Python · 13 months old	421	0	+9	+52	+421	+421	0	Under 2 years
36868	A modern browser for macOS. Agentic, local-first, native Swift, Chromium powered Swift · 7 months old	422	0	+35	+187	+421all	+421	5	New
36869	Tuxee - the most convenient Linux for servers and agents. JavaScript · 26 days old	422	0	+43	+421all	+421all	+421	14	New
36870	NVIDIA Auto Ontology's semantic layer and a personal knowledge base as an MCP server for Claude, ChatGPT and other MCP clients. No LLM API key needed. Python · 9 days old	420	+1	+188	+421all	+421all	+421	12	New
36871	Open-source mobile security testing suite for iOS and Android. Previously Passionfruit TypeScript · 6 years old	1,410	0	+4	+13	+517	+422	0	5.5x faster
36872	A cross-platform material you and base16 color generation tool Rust · 3 years old	2,121	0	+12	+61	+1,118	+422	0	1.6x faster
36873	tsshd is a UDP-based SSH server built for unreliable networks. It supports seamless roaming across networks and IP changes, and works well on high-latency links such as cellular connections and unstable Wi-Fi. Go · 2 years old	561	0	+1	+13	+461	+422	0	11.8x faster
36874	my space for aiometadata TypeScript · 15 months old	572	0	+10	+53	+497	+422	12	Under 2 years
36875	Nuvio tvOS client Swift · 4 months old	426	0	+31	+117	+422all	+422	16	New
36876	A status line for Claude Code: the session's figures as dot-matrix rings, and the music you are playing beside them TypeScript · 41 days old	422	0	+1	+171	+422all	+422	0	New
36877	同一需求，2–4 版真跑。在 DSH Desktop / Web 主对话中比较回答、文件与网页，中英双语，保留选择理由并审查采用。Compare 2–4 answers, files and live pages in DSH; keep picks, reasons and conversation context. TypeScript · 13 days old	425	0	+182	+422all	+422all	+422	0	New
36878	转换网易云音乐 ncm 到 mp3 / flac. Convert Netease Cloud Music ncm files to mp3/flac files. C++ · 5 years old	4,897	0	+34	+164	+2,098	+423	24	1.3x faster
36879	AzerothCore Playerbots Module C++ · 3 years old	1,226	+1	+15	+50	+692	+423	10	2.6x faster
36880	Decompilation of The Legend of Zelda: The Wind Waker C++ · 3 years old	1,167	0	+6	+75	+641	+423	8	2.9x faster
36881	Free and open-source map hosting solution with custom styles for websites and apps, using OpenStreetMap data Python · 2 years old	6,426	+2	+50	+207	+2,019	+423	48	1.3x faster
36882	Claude skill to generate favicons, app icons, and social media images from logos, text, or emojis. Supports emoji suggestions, validation, and framework auto-integration. Python · 12 months old	539	0	+3	+23	+481	+423	8	Under 2 years
36883	Open-source 3D AI companion and transparent desktop pet. Also: 开源 3D AI 伴侣, 本地 3D 陪玩, 虚拟陪玩, 透明桌宠. Desktop VRM / MMD / GLB: voice, lip-sync, motion, dance, camera, tarot, memory on your machine. Chinese, English, Japanese, Korean. Python · 2 months old	428	0	+66	+306	+423all	+423	10	New
36884	Learn to sing the songs you love. A free, open-source singing trainer for Mac that listens to the music you play. Rust · 27 days old	424	0	+10	+423all	+423all	+423	8	New
36885	No description Rust · 25 days old	427	0	+38	+423all	+423all	+423	0	New
36886	Simple and fast anti-censorship tool written in Go Go · 4 years old	5,071	0	+3	+41	+1,025	+424	0	1.7x faster
36887	Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs Python · 17 months old	1,086	0	+15	+65	+755	+424	0	Under 2 years
36888	A curated list of awesome tools, IDE integrations, frameworks, and other resources for developers working with Anthropic's Claude Code. 16 months old	552	0	+8	+22	+487	+424	0	Under 2 years
36889	Drive Siemens TIA Portal V20/V21 (STEP 7, WinCC Unified) from any MCP client — create projects, generate PLC & HMI, compile & diagnose. Prebuilt runtime, no Openness coding required. C# · 6 months old	424	0	+18	+109	+424all	+424	0	New
36890	Rust libraries for the Craft Apps Rust · 36 days old	424	0	+19	+140	+424all	+424	0	New
36891	The materials of the free 30-hour SQL course: the databases for SQL Server, MySQL and PostgreSQL, every query of the 41 chapters, and the slides. TSQL · 19 months old	1,692	0	+18	+101	+1,057	+425	0	Under 2 years
36892	Signal8 MCP Server - SEC filing intelligence for AI agents TypeScript · 7 months old	425	0	+424	+424	+425all	+425	0	New
36893	Your ONVIF and RTSP camera companion for discovering and hacking real-world security cameras 🎥 Python · 7 months old	425	0	+4	+49	+425all	+425	0	New
36894	A free, open-source alternative to Burp Suite: an intercepting proxy and web app security testing suite with Repeater, Intruder, Collaborator and a built-in OWASP ZAP scanner. Linux, AGPL-3.0. Java · 27 days old	778	+1	+249	+425all	+425all	+425	4	New
36895	A beautiful collection of copy-and-paste widgets for your next project. TypeScript · 12 months old	901	0	0	+3	+663	+426	0	Under 2 years
36896	Local Anthropic-compatible AI gateway with cheap-first routing, quality gates, safe model handoffs, and an embedded cost dashboard. 3 months old	848	0	0	+81	+426all	+426	0	New
36897	Fast fork of llama.cpp designed for Qwen3.8-Flash-Next C++ · 36 days old	429	0	+47	+426	+426all	+426	12	New
36898	Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts) Go · 7 years old	7,839	+1	+10	+126	+1,296	+427	0	1.5x faster
36899	User editable database for TV channels. JavaScript · 4 years old	1,770	0	+6	+62	+753	+427	0	2.3x faster
36900	Magic Trackpad 2 Precision Touchpad driver for Windows 11, based on the imbushuo driver, signed by Microsoft C · 2 years old	929	0	+21	+92	+651	+427	10	2.9x faster

Today counts stars since midnight US Pacific time, so it is a partial day.