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, 09:20 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. 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	Momentum	Speed-up
20651	Official Elixir Language Server Protocol implementation Elixir · 2 years old	2,070	0	-1	+11	0	1.0x, steady
20652	Modular toolkit for teams building React Native apps TypeScript · 2 years old	700	0	0	+1	0	1.0x, steady
20653	Patina Firmware Rust · 2 years old	565	0	+6	+11	0	1.0x, steady
20654	This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026] Python · 2 years old	703	0	+1	+11	0	1.0x, steady
20655	Hono middleware to generate OpenAPI Swagger documentation TypeScript · 2 years old	793	0	+1	+5	0	1.0x, steady
20656	A code snippet storage solution written in React & node.js TypeScript · 2 years old	2,572	0	+3	+28	0	1.0x, steady
20657	The simplest, highest-throughput Python interface to S3, GCS & Azure Storage, powered by Rust. Python · 2 years old	834	0	+2	+12	8	1.0x, steady
20658	An obsidian plugin to interact with Google Gemini TypeScript · 2 years old	534	0	0	+7	0	1.0x, steady
20659	Enable AI to control your desktop, mobile and HMI devices Python · 2 years old	559	0	+2	+4	8	1.0x, steady
20660	它是一个工作流。可快速构建可选docker、可选1G~4G固件大小的 immortalWrt。它相当于一个云端的ImageBuilder,属于构建的范畴,不算是编译。目前也支持第三方插件的按需集成。 Shell · 2 years old	2,727	0	+6	+53	12	1.0x, steady
20661	🚀 A lightning‑fast, privacy‑first Windows smart launcher that excels at Pinyin and fuzzy matching — typo‑tolerant and instant. Built with Rust + Tauri + Vue! 🚀一款极速、隐私优先的 Windows 智能启动器，精通拼音与模糊匹配，错字搜词秒速直达。基于 Rust + Tauri + Vue 构建！ Rust · 2 years old	579	0	+3	+11	0	1.0x, steady
20662	Practical Clean Architecture backend example built with FastAPI. No stateful globals (DI), low coupling (DIP), tactical DDD, CQRS, proper UoW usage. REST API, per-route error handling, session-based auth, contextual RBAC. Bundled with extensive docs and modern tooling Python · 2 years old	599	0	+3	+6	8	1.0x, steady
20663	Coinbase Design System TypeScript · 2 years old	510	0	+2	+4	8	1.0x, steady
20664	The JavaScript testing framework powered by Rspack TypeScript · 23 months old	514	0	0	+9	0	1.0x, steady
20665	免费ss节点获取 23 months old	744	0	-2	+6	0	1.0x, steady
20666	📦 Pre-built APKs from various patch sources Python · 23 months old	684	0	+4	+15	8	1.0x, steady
20667	The Open Source control plane for self-hosted, BYOC, and on-prem deployments. Everything you need to distribute applications to self-hosted customers out of the box. Supporting Docker Compose, Docker Swarm and Helm based applications. Go · 23 months old	1,246	0	+3	+14	0	1.0x, steady
20668	一个免费、轻量、全自动化的直播源、台标 Logo 与 EPG 电子节目指南网络采集同步工具。自动拉取并整合互联网公开资源，格式化输出，适配 IPTV、电视盒子、手机直播 APP 等主流使用场景。（自动采集、测速、无广告） Python · 23 months old	550	0	+8	+61	16	1.0x, steady
20669	Advanced hotspot settings for Pixel-like devices Kotlin · 23 months old	588	0	+1	+16	0	1.0x, steady
20670	每日自动更新TMDB，themoviedb 国内可正常连接IP，解决DNS污染，供tinyMediaManager(TMM削刮器)、kodi削刮等正常削刮影片信息。 Python · 23 months old	631	0	+2	+20	0	1.0x, steady
20671	An AI Hedge Fund Team Python · 23 months old	64,604	+1	+131	+746	8	1.0x, steady
20672	MCP server for interacting with Neon Management API and databases TypeScript · 23 months old	663	0	+3	+12	0	1.0x, steady
20673	TypeScript/JavaScript SDK for Gemini and Vertex AI. TypeScript · 23 months old	1,707	0	+7	+20	8	1.0x, steady
20674	A lightweight Minecraft server written from scratch in Rust supporting Minecraft versions from 1.7.2 up to 26.3. Rust · 22 months old	561	0	+4	+17	8	1.0x, steady
20675	无需魔法，直连 GitHub、Pixiv、Telegram、Discord、GreasyFork 和 YouTube 等常用网站 \| 一个通过 Nginx 反向代理等实现绕过 SNI 阻断的工具 C++ · 22 months old	715	0	+6	+46	0	1.0x, steady
20676	Pure-Python protocol tools and research notes for X.com, with VibeLoft Twitter account datasets Python · 22 months old	948	0	0	+6	8	1.0x, steady
20677	A pure Python HTML5 parser that just works. No C extensions to compile. No system dependencies to install. No complex API to learn. Python · 22 months old	1,162	0	+1	+4	0	1.0x, steady
20678	A desktop app for using tldraw with local files. 22 months old	688	0	+5	+49	0	1.0x, steady
20679	A frontend browser client for downloading music for Qobuz. TypeScript · 22 months old	932	0	+1	+10	0	1.0x, steady
20680	JS/TS monorepo for the Recall network TypeScript · 22 months old	954	0	0	0	0	No data
20681	Platform for building and running AI agents across the full lifecycle — build, test, deploy, monitor, improve. Hosts your agents, runs their tools, and coordinates them over an event mesh, with sessions, artifacts, auth, evaluators, and observability built in. Shell · 21 months old	4,924	0	+3	+19	8	1.0x, steady
20682	No description HTML · 21 months old	899	0	0	+2	0	1.0x, steady
20683	isd (interactive systemd) – a better way to work with systemd units Python · 21 months old	2,157	0	+3	+12	0	1.0x, steady
20684	LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows. Python · 21 months old	1,246	0	+4	+18	0	1.0x, steady
20685	Async Web Server for ESP32 C++ · 21 months old	671	0	+1	+11	0	1.0x, steady
20686	No description Python · 21 months old	549	0	+2	+11	0	1.0x, steady
20687	Unified automatic quality assessment for speech, music, and sound. Python · 21 months old	781	0	+2	+13	0	1.0x, steady
20688	Usertour is an open-source user onboarding platform. It allows you to create in-app product tours, checklists, and surveys in minutes—effortlessly and with full control.The open-source alternative to Userflow and Appcues TypeScript · 21 months old	2,335	0	+3	+19	0	1.0x, steady
20689	Production ready MCP server with real-time search, extract, map & crawl. TypeScript · 21 months old	2,483	0	+7	+58	0	1.0x, steady
20690	Stock Android Launcher From Scratch Kotlin · 21 months old	698	0	+8	+29	0	1.0x, steady
20691	AdaptixFramework Extension Kit C · 21 months old	584	0	+4	+16	0	1.0x, steady
20692	deepseek java sdk Java · 21 months old	750	0	-1	+1	0	1.0x, steady
20693	Sonic is a method about ' Shifting Focus to Global Audio Perception in Portrait Animation',you can use it in comfyUI Python · 21 months old	1,141	0	-1	+1	0	1.0x, steady
20694	🪐 🔧 Model Context Protocol (MCP) Server for Jupyter. Python · 20 months old	1,322	0	+3	+23	0	1.0x, steady
20695	A lightweight data processing framework built on DuckDB and 3FS. Python · 20 months old	5,029	0	+1	+16	0	1.0x, steady
20696	✅ No execution ✅ Pyarmor 8.0 - 9.3.x (latest) ✅ Universal ✅ Statically convert obfuscated Python scripts to disassembly and (experimentally) source code. C++ · 20 months old	703	0	+2	+11	8	1.0x, steady
20697	Democratizing AI scientists with ToolUniverse Python · 20 months old	1,780	0	+7	+52	0	1.0x, steady
20698	JavaScript Engine Optimized for Lynx C++ · 20 months old	1,157	0	+2	+10	0	1.0x, steady
20699	A tool that converts OpenAPI specifications to MCP server TypeScript · 20 months old	643	0	0	+5	0	1.0x, steady
20700	Official implementation of Inductive Moment Matching Python · 20 months old	586	0	0	+1	0	1.0x, steady

Today counts stars since midnight US Pacific time, so it is a partial day. 35 more tracked repositories are still loading their star history and will join the ranking once it is complete.