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 6 Nov 2026, 16:20 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, 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. 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
12051	2026机场推荐 5 years old	882	0	+2	+19	+253	+127	8	2.0x faster
12052	AppImage Package Manager: AppImage sandboxing, local and system installation, update all AppImages, an extensible database of AppImages and portable apps, lists for AppImages and other GNU/Linux binaries, integrate AppImages by drag/drop or install unlisted AppImages, conversion of old AppImage types... and more! Manage AppImages like never before! Shell · 4 years old	1,455	-1	+12	+58	+560	+127	0	1.3x faster
12053	Useful Google Dorks for WebSecurity and Bug Bounty Python · 4 years old	1,413	+1	+4	+23	+298	+127	8	1.7x faster
12054	A Mac utility that automatically downloads macOS Firmwares / Installers. Swift · 4 years old	5,333	0	+14	+72	+1,332	+127	8	1.1x faster
12055	Advanced download tool for Soulseek, soon a client. C# · 3 years old	1,148	0	+7	+42	+528	+127	0	1.3x faster
12056	Hearthstone script（炉石传说脚本） 3 years old	1,219	0	+24	+113	+567	+127	16	1.3x faster
12057	A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API. TypeScript · 3 years old	13,333	+1	+38	+204	+3,711	+127	54	1.0x, steady
12058	No description TypeScript · 2 years old	127	0	+127	+127	+127	+127	218	Up from 0
12059	Open-Source Web UI for managing Apache Kafka clusters TypeScript · 2 years old	2,824	0	+10	+71	+1,189	+127	0	1.1x faster
12060	Character Select Stand Alone App with AI prompt and ComfyUI/WebUI API support for waiIllustriousSDXL, waiANIMA and others model JavaScript · 20 months old	648	0	+4	+18	+387	+127	0	Under 2 years
12061	The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. Python · 20 months old	5,901	0	+12	+87	+3,011	+127	0	Under 2 years
12062	A macOS app that provides an MCP server to your Messages, Contacts, Reminders and more Swift · 20 months old	1,950	0	+34	+277	+1,037	+127	6	Under 2 years
12063	UZDoom is a feature centric port for all Doom engine games, based on GZDoom, adding an advanced renderer and powerful scripting capabilities C++ · 12 months old	2,328	0	+7	+67	+1,226	+127	10	Under 2 years
12064	Шпаргалки по всем темам машинного обучения HTML · 10 months old	127	+1	+21	+121	+127all	+127	6	New
12065	这是一个用于沉淀商业计划书、路演材料、孵化器申请材料和项目介绍口径的 Codex skill 模板。 5 months old	161	-1	+10	+119	+127all	+127	0	New
12066	Free, open-source Mac fan control for the menu bar. Monitor temperatures, set fan curves — Apple Silicon & Intel. Swift · 3 months old	128	+2	+20	+97	+127all	+127	40	New
12067	Live PC stats on your taskbar. Rust · 37 days old	127	+1	+99	+115	+127all	+127	15	New
12068	Fclash官网,Fclash下载地址,Fclash使用教程,Fclash免费节点 33 days old	127	-1	+85	+127	+127all	+127	51	New
12069	加班吃点啥：麦当劳 MCP 多人配餐、套餐分配、改单核价与精确分账 WorkBuddy Skill Python · 18 days old	128	0	-1	+127all	+127all	+127	0	New
12070	Lightweight desktop tool for Call of Duty: Modern Warfare 4. Smart FPS optimization, performance tuning, process management and real-time monitoring. Designed to improve frame rates and stability. Regularly updated. Python · 17 days old	127	0	0	+127all	+127all	+127	0	New
12071	麦当劳官方 MCP 驱动的像素风老虎机：营养账本 + 凑单优化 + 1+1 随心配 JavaScript · 16 days old	127	0	0	+127all	+127all	+127	0	New
12072	Local privacy proxy for AI coding agents. Keep PII and secrets out of LLMs with deterministic pseudonymization. Python · 16 days old	127	+3	+60	+127all	+127all	+127	52	New
12073	A launcher for PC games on a jailbroken PS5, built on prospero-win (Wine, DXVK, VKD3D-Proton). Install games from USB with automatic covers, pick them from a carousel, and use the DualSense: vibration, light bar, adaptive triggers. FPS counter and update check. Games that need a launcher to start are not supported. C · 14 days old	129	0	+70	+127all	+127all	+127	9	New
12074	Multi-agent research execution system: paper reproduction, benchmark evaluation, AutoResearch and claim-evidence graphs Go · 14 days old	145	+2	+73	+127all	+127all	+127	56	New
12075	Membuat tulisan AI lebih luwes dan enak dibaca, bukan untuk mengelabui deteksi AI Python · 13 days old	128	0	+10	+127all	+127all	+127	8	New
12076	Turns a PS2 disc image into a native PC program by static recompilation; builds on ps2-web-recomp (MIT). Work in progress. Bring your own disc. C++ · 8 days old	127	+11	+70	+127all	+127all	+127	92	New
12077	A low-poly 3D office that shows your AI coding agents' live status — idle agents sneak off to play Minecraft (no tokens used). JavaScript · 8 days old	129	0	+7	+127all	+127all	+127	0	New
12078	教师班主任工作台：给当班主任、也教课的老师。多个任教班的课表、进度、作业和单科成绩，班主任班的全科成绩、档案、考勤和值日。单文件，双击打开，数据只存在本机。 HTML · 8 days old	127	+5	+115	+127all	+127all	+127	134	New
12079	Simulador de Azure para aprender DevOps sin cuenta ni costes: portal, Cloud Shell, Azure DevOps y una academia de 13 niveles con 47 laboratorios que se validan solos. TypeScript · 7 days old	127	0	+127	+127all	+127all	+127	0	New
12080	Servidor MCP e CLI para localizar empresas brasileiras por CNAE e região, utilizando dados abertos de CNPJ da Receita Federal. TypeScript · 4 days old	127	0	+127all	+127all	+127all	+127	0	New
12081	Soulcalibur II (Xbox) as a native port for macOS, Linux/Steam Deck and Windows, with Link and Heihachi from your own discs C++ · 3 days old	128	+1	+127all	+127all	+127all	+127	13	New
12082	🎮 The best way to play your itch.io games TypeScript · 11 years old	2,900	+1	+12	+57	+359	+126	8	1.5x faster
12083	Coding articles to level up your development skills JavaScript · 8 years old	129,430	0	+17	+372	+5,129	+126	70	1.0x, steady
12084	The Mullvad VPN client app for desktop and mobile Rust · 8 years old	7,749	0	+13	+130	+1,514	+126	0	1.1x faster
12085	Language server for Odin Odin · 6 years old	1,225	0	+2	+26	+452	+126	0	1.4x faster
12086	A self-hosted digital asset manager for 3d print files. Ruby · 5 years old	2,228	0	+4	+37	+791	+126	10	1.2x faster
12087	Use Microsoft Edge's online text-to-speech service from Python WITHOUT needing Microsoft Edge Python · 5 years old	12,466	+2	+40	+288	+3,301	+126	54	1.0x, steady
12088	emhass: Energy Management for Home Assistant, is a Python module designed to optimize your home energy interfacing with Home Assistant. Python · 5 years old	729	0	+9	+32	+280	+126	0	1.8x faster
12089	Frontend System Design Guide 4 years old	1,065	0	+7	+31	+225	+126	0	2.3x faster
12090	No description 3 years old	2,188	0	+9	+61	+1,085	+126	0	1.1x faster
12091	LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. Go · 3 years old	50,229	+4	+119	+870	+13,426	+126	81	1.0x, steady
12092	🪓 An orchestration engine for background tasks, AI agents, and durable workflows Go · 2 years old	8,233	+2	+24	+159	+2,135	+126	34	1.1x faster
12093	A deliberately vulnerable banking application designed for practicing Security Testing of Web App, APIs, AI integrated App and secure code reviews. Features common vulnerabilities found in real-world applications, making it an ideal platform for security professionals, developers, and enthusiasts to learn pentesting and secure coding practices. HTML · 20 months old	993	0	+1	+20	+559	+126	0	Under 2 years
12094	TimeCopilot: the Agentic Forecasting Framework. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple foundation models through a single API. From finance and energy to web analytics, TimeCopilot turns natural-language queries into production-ready forecasts. Python · 16 months old	635	0	+4	+16	+381	+126	0	Under 2 years
12095	DSH IM Connect — 将主流即时通讯平台接入本机 DeepSeek Harness · Connect major messaging platforms to local DeepSeek Harness agents JavaScript · 2 months old	126	0	+18	+90	+126all	+126	0	New
12096	Community firmware and tools for the ELEGOO Centauri Carbon 2 (CC2) — SSH/root, LAN/WAN coexistence, Object Exclusion, bed leveling, local MQTT/webcam, OrcaSlicer and PandaBreath integration. C · 53 days old	126	+1	+10	+62	+126all	+126	16	New
12097	Claude Code skill: turn raw talking-head clips into a finished, premium Instagram reel Python · 35 days old	126	+1	+14	+118	+126all	+126	8	New
12098	Infinite Canvas — a node-based short-drama studio plugin for DeepSeek Harness: script, multi-shot storyboard, reference-consistent assets, one-shot video generation and final cut. Local-first, bring your own models. JavaScript · 27 days old	127	0	+123	+126all	+126all	+126	14	New
12099	High-Fidelity AI-Assisted Deterministic Reverse Engineering FastMCP Server Python · 20 days old	126	0	+4	+126all	+126all	+126	0	New
12100	No description Rust · 18 days old	128	+1	+11	+126all	+126all	+126	8	New

Today counts stars since midnight US Pacific time, so it is a partial day. 1 more tracked repositories are still loading their star history and will join the ranking once it is complete.