GitHub Trending 技术趋势 (2026-06-16)
Executive Summary
结论先行
2026-06-16，AI/ML 方向以 50% 的占比主导今日 GitHub Trending，iptv-org/iptv 以 2,657 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 9 个项目，占全部 18 个趋势项目的 50%，AI 技术持续引领开源创新。
- 编程语言 Top 3 为 Python(6)、TypeScript(3)、Elixir(1)，反映出当前主流技术栈偏好。
- 今日共计 9,442 新增 Stars，总 Stars 累计 1,314,442，开源社区活跃度强劲。
数据概览
技术方向分布
热度排行 Top 5
昨日对比
新上榜项目
退出趋势项目
连续上榜项目
热度变化 Top 5
增长明细
点击展开增长明细表
| 项目 | 排名 | Star 变化 | Fork 变化 | 热度变化 | 连续天数 |
|---|---|---|---|---|---|
| iptv | #1 → | +2,065 | +139 | +1,129 | Day 4 |
| SkillSpector | #3 ▼1 | +1,141 | +67 | +115 | Day 3 |
| freeCodeCamp | #4 ▲6 | +749 | +45 | +590 | Day 2 |
| Introduction-to-Auto | #6 ▼2 | +371 | +44 | +196 | Day 2 |
| chatwoot | #7 ▼4 | +504 | +44 | +31 | Day 3 |
| Kronos | #8 ▼1 | +388 | +45 | +152 | Day 2 |
| IPTV | #10 ▲1 | +377 | +22 | +291 | Day 2 |
| meshery | #12 ▲2 | +242 | +14 | +208 | Day 2 |
| server | #13 ▼5 | +212 | +7 | +28 | Day 4 |
AI 发展趋势洞察
主导方向与驱动力： 今日 Trending 以 AI/ML 方向最为突出，共 9 个项目上榜。其中 iptv-org/iptv 热度最高（2,657 stars today），体现出社区对该领域的持续关注。
编程语言偏好： 今日热门项目中，Python(6 项目)、TypeScript(3 项目)、Elixir(1 项目) 位列前三。Python 继续巩固其在 AI/数据领域的统治地位，同时 Rust/Go 等系统级语言在基础设施方向保持增长。
值得关注的项目： iptv、Agent-Reach、SkillSpector 等项目今日增长迅猛，建议开发者持续跟踪其发展动态。
跨领域融合： 当前 Trending 涵盖 AI/ML、编程语言/工具、DevOps/云原生 等方向，反映出技术生态日益交叉融合的趋势。AI 能力正加速渗透到 DevOps、安全、数据库等各基础设施层面。
AI/ML
iptv-org/iptv
Collection of publicly available IPTV channels from all over the world
teslamate-org/teslamate
A self-hosted data logger for your Tesla 🚘 [main maintainer=@JakobLichterfeld]
Panniantong/Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
chatwoot/chatwoot
Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
trycua/cua
Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
mikeroyal/Self-Hosting-Guide
Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.
NVIDIA/SkillSpector
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
shiyu-coder/Kronos
Kronos: A Foundation Model for the Language of Financial Markets
编程语言/工具
Panniantong/Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
music-assistant/server
Music Assistant is a free, opensource Media library manager that connects to your streaming services and a wide range of connected speakers. The server is the beating heart, the core of Music Assistant and must run on an always-on device like a Raspberry Pi, a NAS or an Intel NUC or alike.
Introduction-to-Autonomous-Robots/Introduction-to-Autonomous-Robots
Introduction to Autonomous Robots
Raphire/Win11Debloat
A simple, lightweight PowerShell script that allows you to remove pre-installed apps, disable telemetry, as well as perform various other changes to declutter and customize your Windows experience. Win11Debloat works for both Windows 10 and Windows 11.
mikeroyal/Self-Hosting-Guide
Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.
itsfatduck/optimizerDuck
Free, open-source Windows optimization tool for performance, privacy, and simplicity.
shiyu-coder/Kronos
Kronos: A Foundation Model for the Language of Financial Markets
DevOps/云原生
meshery/meshery
Meshery, the cloud native manager
chatwoot/chatwoot
Open-source live-chat, email support, omni-channel desk. An alternative to Intercom, Zendesk, Salesforce Service Cloud etc. 🔥💬
freeCodeCamp/freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
trycua/cua
Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
jwasham/coding-interview-university
A complete computer science study plan to become a software engineer.
mikeroyal/Self-Hosting-Guide
Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.
itsfatduck/optimizerDuck
Free, open-source Windows optimization tool for performance, privacy, and simplicity.
NVIDIA/SkillSpector
Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.
shiyu-coder/Kronos
Kronos: A Foundation Model for the Language of Financial Markets
Web开发
iptv-org/iptv
Collection of publicly available IPTV channels from all over the world
Panniantong/Agent-Reach
Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
meshery/meshery
Meshery, the cloud native manager
freeCodeCamp/freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
trycua/cua
Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
mikeroyal/Self-Hosting-Guide
Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.
系统/基础设施
teslamate-org/teslamate
A self-hosted data logger for your Tesla 🚘 [main maintainer=@JakobLichterfeld]
trycua/cua
Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
mikeroyal/Self-Hosting-Guide
Self-Hosting Guide. Learn all about locally hosting (on premises & private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking.
itsfatduck/optimizerDuck
Free, open-source Windows optimization tool for performance, privacy, and simplicity.
shiyu-coder/Kronos
Kronos: A Foundation Model for the Language of Financial Markets