GitHub Trending 技术趋势 (2026-06-19)
Executive Summary
结论先行
2026-06-19，AI/ML 方向以 59% 的占比主导今日 GitHub Trending，DeusData/codebase-memory-mcp 以 2,322 stars today 领跑热度榜。
支撑论点
- AI/ML 共收录 10 个项目，占全部 17 个趋势项目的 59%，AI 技术持续引领开源创新。
- 编程语言 Top 3 为 TypeScript(5)、Python(4)、Rust(2)，反映出当前主流技术栈偏好。
- 今日共计 8,504 新增 Stars，总 Stars 累计 940,175，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 |
|---|---|---|---|---|---|
| codebase-memory-mcp | #1 ▲7 | +1,784 | +79 | +1,951 | Day 2 |
| superpowers | #2 ▲1 | +1,364 | +102 | +300 | Day 2 |
| timesfm | #4 ▲1 | +1,270 | +87 | +238 | Day 2 |
| plane | #5 ▲10 | +559 | +38 | +524 | Day 2 |
| freeCodeCamp | #6 ▼2 | +411 | +39 | -340 | Day 5 |
| iroh | #7 → | +367 | +12 | -52 | Day 3 |
| universal-android-de | #9 ▼3 | +286 | +11 | -213 | Day 3 |
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 10 个项目上榜。其中 DeusData/codebase-memory-mcp 热度最高（2,322 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，TypeScript(5 项目)、Python(4 项目)、Rust(2 项目) 位列前三。
值得关注的项目： codebase-memory-mcp、superpowers、kilocode 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、Web开发、编程语言/工具 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
google-research/timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
obra/superpowers
An agentic skills framework & software development methodology that works.
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
yifanfeng97/Hyper-Extract
Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.
Kilo-Org/kilocode
Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.
Kong/insomnia
The open-source, cross-platform API client for GraphQL, REST, WebSockets, SSE and gRPC. With Cloud, Local and Git storage.
owainlewis/awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Lightricks/LTX-2
Official Python inference and LoRA trainer package for the LTX-2 audio–video generative model.
Web开发
freeCodeCamp/freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
Kilo-Org/kilocode
Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.
makeplane/plane
🔥🔥🔥 Open-source Jira, Linear, Monday, and ClickUp alternative. Plane is a modern project management platform to manage tasks, sprints, docs, and triage.
Kong/insomnia
The open-source, cross-platform API client for GraphQL, REST, WebSockets, SSE and gRPC. With Cloud, Local and Git storage.
Universal-Debloater-Alliance/universal-android-debloater-next-generation
Cross-platform GUI written in Rust using ADB to debloat non-rooted Android devices. Improve your privacy, the security and battery life of your device.
dotnet/aspnetcore
ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.
LibreTranslate/LibreTranslate
Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.
编程语言/工具
obra/superpowers
An agentic skills framework & software development methodology that works.
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Kilo-Org/kilocode
Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.
makeplane/plane
🔥🔥🔥 Open-source Jira, Linear, Monday, and ClickUp alternative. Plane is a modern project management platform to manage tasks, sprints, docs, and triage.
Kong/insomnia
The open-source, cross-platform API client for GraphQL, REST, WebSockets, SSE and gRPC. With Cloud, Local and Git storage.
dotnet/aspnetcore
ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.
owainlewis/awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Lightricks/LTX-2
Official Python inference and LoRA trainer package for the LTX-2 audio–video generative model.
系统/基础设施
n0-computer/iroh
IP addresses break, dial keys instead. Modular networking stack in Rust.
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Kilo-Org/kilocode
Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.
Kong/insomnia
The open-source, cross-platform API client for GraphQL, REST, WebSockets, SSE and gRPC. With Cloud, Local and Git storage.
Universal-Debloater-Alliance/universal-android-debloater-next-generation
Cross-platform GUI written in Rust using ADB to debloat non-rooted Android devices. Improve your privacy, the security and battery life of your device.
dotnet/aspnetcore
ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.
LibreTranslate/LibreTranslate
Free and Open Source Machine Translation API. Self-hosted, offline capable and easy to setup.
DevOps/云原生
freeCodeCamp/freeCodeCamp
freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
DeusData/codebase-memory-mcp
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
Kong/insomnia
The open-source, cross-platform API client for GraphQL, REST, WebSockets, SSE and gRPC. With Cloud, Local and Git storage.
dotnet/aspnetcore
ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.
owainlewis/awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
Lightricks/LTX-2
Official Python inference and LoRA trainer package for the LTX-2 audio–video generative model.