📡 数据来源：GitHub Trending | 生成时间：2026-09-26 08:11
共收录 153 个仓库，覆盖 9 种编程语言
🔥 今日亮点
| 排名 | 仓库 | ⭐ 今日 | 语言 | 描述 |
|---|---|---|---|---|
| 1 | paperclipai/paperclip | 2109 | 🔷 Typescript | The open-source app everyone uses to manage agents at work |
| 2 | vectorize-io/hindsight | 1653 | 🐍 Python | Hindsight: Agent Memory That Learns |
| 3 | google/ax | 1379 | 🔵 Go | Google’s open agentic orchestration runtime |
| 4 | dream-num/univer | 1050 | 🔷 Typescript | The Office Harness for AI Agents — Spreadsheets, Docs, Sl… |
| 5 | hydra-db/hydradb | 1049 | 🦀 Rust | HydraDB - fast graph database on object storage |
🔍 今日趋势洞察
- Agent 基础设施成了绝对主线：今日 Top 5 几乎全部围绕 agent 展开——编排（google/ax）、记忆（vectorize-io/hindsight）、办公执行（dream-num/univer）、数据底座（hydra-db/hydradb），社区的重心已经从「训练模型」明显转向「给 agent 搭骨架」。
- 「Agent 记忆」正在被拆成独立赛道：hindsight 单日 1653 stars 说明长期记忆与上下文沉淀是 agent 落地最痛的一环，而不是模型能力本身。
- 大厂开始亲自下场做编排层：Google 的 ax 用 Go 实现、单日 1379 stars，与开源社区方案同台竞争，意味着 agent 编排的标准还远未收敛。
- Skills 生态同日集体冒头：mattpocock/skills、obra/superpowers、anthropics/skills 三个仓库同时上榜，说明「技能包 / 提示词工程」正在从个人技巧变成可打包、可分发、可版本化的工程资产。
💡 对独立开发者的启发
- 别再从头做通用 agent 框架了——Google 和大厂已经下场，独立开发者的机会在垂直场景里的「窄 agent」，把一个业务闭环做透比做通用底座更现实。
- 记忆层和检索层是当前最清晰的缺口：如果有一个小而美的记忆中间件能解决召回质量，比再做一套编排更能被真实使用。
- 把手上的领域 know-how 打包成 skill 分发（mattpocock/skills 一天 583 stars），是成本极低的曝光与获客路径，等于用自己的经验换来流量。
- univer 这类「Office Harness」提示了一条捷径：把 agent 直接接到用户已经在用的文档 / 表格格式上，比自己造一套新界面更快见效。
📝 一句话总结
今天的 GitHub 不只是「AI 热」，而是 agent 正从「能跑」走向「能上班」——编排、记忆、技能包三件套正在被集体补齐。
⚠️ 风险提醒
- 编排层重复造轮子极其严重且标准未定，今天选定的框架半年后可能无人维护，务必做好抽象隔离，别把业务逻辑焊死在某一家 SDK 上。
- Agent 记忆意味着长期保存用户数据，隐私与合规成本容易被低估，尤其是要面向欧美用户时。
- 「一天几千 stars」多数是发布期热度，star 数与生产可用性无关，选型前务必看 issue 响应速度和最近 commit 活跃度。
- Skills / 提示词类仓库护城河很弱，内容极易被一次性 fork 走，不要把自己产品的核心价值全部押在 prompt 上。
🎯 今日可重点关注方向
- 研究 google/ax 的编排抽象设计，评估它能否直接作为自研 agent 的底座，而不是再自造一层调度。
- 试跑 vectorize-io/hindsight，用自己项目的真实对话历史对比现有记忆方案的召回质量。
- 用 dream-num/univer 把 agent 接入表格 / 文档工作流，做一个端到端 demo 验证可行性。
- 借鉴 anthropics/skills 与 obra/superpowers 的目录结构，把散落的提示词规范化成可版本管理的技能库。
- 关注 hydra-db/hydradb：对象存储上的图数据库，可能显著降低 agent 长期记忆的存储与查询成本。
🟨 Javascript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | pbakaus/impeccable | 306 | 71.2k | The design language that makes your AI harness better at design. |
| 2 | Leonxlnx/taste-skill | 262 | 90.1k | Taste-Skill - gives your AI good taste. stops the AI from generating boring,… |
| 3 | androoAGI/starnet | 93 | 468 | A living pixel-art station where real AI agents do real work. Local-first des… |
| 4 | mnfst/awesome-free-llm-apis | 85 | 8.4k | List of Permanent Free LLM API (API Keys) |
| 5 | darkzOGx/youtube-automation-agent | 56 | 3.8k | 🎬 Fully automated YouTube channel management with AI agents. Creates, optimiz… |
| 6 | mrdoob/three.js | 56 | 115.9k | JavaScript 3D Library. |
| 7 | DuarteSantos8/openGym | 38 | 1.4k | Self-hosted gym & body-weight tracker — plan routines, log workouts (superset… |
| 8 | nodejs/node | 27 | 122.1k | Node.js JavaScript runtime ✨🐢🚀✨ |
| 9 | BuilderIO/skills | 19 | 4.4k | Skills for agents |
| 10 | copy/v86 | 8 | 23.5k | x86 PC emulator and x86-to-wasm JIT, running in the browser |
⚙️ C 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | DeusData/codebase-memory-mcp | 95 | 44.9k | High-performance code intelligence MCP server. Indexes codebases into a persi… |
| 2 | microsoft/PowerToys | 39 | 139.0k | Microsoft PowerToys is a collection of utilities that supercharge productivit… |
| 3 | openwrt/openwrt | 18 | 28.5k | This repository is a mirror of https://git.openwrt.org/openwrt/openwrt.git It… |
| 4 | willfaust/Madeira | 11 | 458 | Run x86-64 Windows PC games on jailed iOS via FEX-Emu + Wine + DXMT |
| 5 | mit-pdos/xv6-riscv | 11 | 10.5k | Xv6 for RISC-V |
| 6 | jqlang/jq | 10 | 35.7k | Command-line JSON processor |
| 7 | openssl/openssl | 9 | 30.8k | General purpose TLS and crypto library |
| 8 | sumatrapdfreader/sumatrapdf | 9 | 17.6k | SumatraPDF reader |
| 9 | FreeRDP/FreeRDP | 8 | 13.7k | FreeRDP is a free remote desktop protocol library and clients |
| 10 | systemd/systemd | 6 | 16.7k | The systemd System and Service Manager |
🐍 Python 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | vectorize-io/hindsight | 1653 | 29.8k | Hindsight: Agent Memory That Learns |
| 2 | rohitg00/ai-engineering-from-scratch | 1177 | 57.5k | Learn it. Build it. Ship it for others. |
| 3 | public-apis/public-apis | 360 | 483.2k | A collective list of free APIs |
| 4 | NVIDIA/Model-Optimizer | 359 | 4.5k | A unified library of SOTA model optimization techniques like quantization, di… |
| 5 | HKUDS/CLI-Anything | 306 | 50.5k | “CLI-Anything: Making ALL Software Agent-Native” – CLI-Hub: https://clianyth… |
| 6 | browser-use/video-use | 301 | 27.1k | Edit videos with coding agents |
| 7 | superdesigndev/treg | 290 | 3.4k | OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn |
| 8 | strands-agents/harness-sdk | 251 | 8.4k | Build an agent harness and control it end-to-end. Open-source SDK for product… |
| 9 | anthropics/financial-services | 244 | 37.6k | |
| 10 | anthropics/skills | 189 | 178.3k | Public repository for Agent Skills |
🔷 Typescript 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | paperclipai/paperclip | 2109 | 84.9k | The open-source app everyone uses to manage agents at work |
| 2 | dream-num/univer | 1050 | 18.4k | The Office Harness for AI Agents — Spreadsheets, Docs, Slides, Canvas, Relati… |
| 3 | stablyai/orca | 818 | 78.3k | Orca is the ADE for working with a fleet of parallel agents. Run any coding a… |
| 4 | every-app/open-seo | 209 | 21.1k | Open source alternative to Semrush and Ahrefs |
| 5 | anomalyco/opencode | 193 | 210.1k | The open source coding agent. |
| 6 | openclaw/openclaw | 167 | 390.5k | The AI that really does things. Any OS. Any Platform. The lobster way. 🦞 |
| 7 | FxEmbed/FxEmbed | 131 | 5.5k | Fix X/Twitter and Bluesky embeds! Use multiple images, videos, polls, transla… |
| 8 | mvschwarz/openrig | 80 | 446 | Multi-agent harness that runs Claude Code and Codex together as one system |
| 9 | cursor/plugins | 66 | 8.6k | Cursor plugin specification and official plugins |
| 10 | ChromeDevTools/chrome-devtools-mcp | 34 | 52.6k | Chrome DevTools for coding agents |
🦀 Rust 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | hydra-db/hydradb | 1049 | 7.1k | HydraDB - fast graph database on object storage |
| 2 | clash-verge-rev/clash-verge-rev | 212 | 147.3k | A modern GUI client based on Tauri, designed to run in Windows, macOS and Lin… |
| 3 | juspay/hyperswitch | 181 | 44.1k | Open source, composable payments platform | PCI compliant | SaaS and Self-h… |
| 4 | block/buzz | 175 | 34.5k | A hive mind communication platform |
| 5 | ruvnet/RuView | 115 | 95.0k | π RuView turns commodity WiFi signals into real-time spatial intelligence, vi… |
| 6 | rust-lang/rust | 67 | 119.2k | Empowering everyone to build reliable and efficient software. |
| 7 | CapSoftware/Cap | 47 | 22.8k | Open source Loom alternative. Beautiful, shareable screen recordings. |
| 8 | bootandy/dust | 44 | 12.4k | A more intuitive version of du in rust |
| 9 | run-llama/liteparse | 33 | 12.6k | A fast, helpful, and open-source document parser |
| 10 | nobodywho-ooo/nobodywho | 30 | 1.4k | NobodyWho is an inference engine that lets you run LLMs locally and efficient… |
☕ Java 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | termux/termux-app | 72 | 61.4k | Termux - a terminal emulator application for Android OS extendible by variety… |
| 2 | Stirling-Tools/Stirling-PDF | 70 | 93.0k | #1 PDF Application on GitHub that lets you edit PDFs on any device anywhere |
| 3 | ashishps1/awesome-system-design-resources | 49 | 41.8k | Learn System Design concepts and prepare for interviews using free resources. |
| 4 | OtterMind/Chat2DB | 48 | 28.2k | Chat2DB is a free, cross-platform, local-first database client and SQL worksp… |
| 5 | ashishps1/awesome-low-level-design | 34 | 27.1k | Learn Low Level Design (LLD) and prepare for interviews using free resources. |
| 6 | kestra-io/kestra | 18 | 28.4k | Event Driven Orchestration & Scheduling Platform for Mission Critical Applica… |
| 7 | dbeaver/dbeaver | 17 | 51.9k | Free universal database tool and SQL client |
| 8 | apache/kafka | 16 | 33.8k | Apache Kafka - A distributed event streaming platform |
| 9 | spring-projects/spring-boot | 14 | 81.5k | Spring Boot helps you to create Spring-powered, production-grade applications… |
| 10 | keycloak/keycloak | 12 | 37.0k | Open Source Identity and Access Management For Modern Applications and Services |
🔵 Go 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | google/ax | 1379 | 11.5k | Google’s open agentic orchestration runtime |
| 2 | ollama/ollama | 111 | 181.7k | Get up and running with Kimi, GLM, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma an… |
| 3 | Gentleman-Programming/gentle-ai | 59 | 7.3k | Gentle-AI configures the AI coding agents you already use: Claude Code, Curso… |
| 4 | openbao/openbao | 49 | 7.7k | OpenBao is a software solution to manage, store, and distribute sensitive dat… |
| 5 | gosom/google-maps-scraper | 45 | 6.1k | scrape data from Google Maps. Extracts data such as the name, address, phone… |
| 6 | vshulcz/deja-vu | 39 | 1.0k | One memory shared by Claude Code, Codex, Cursor, Copilot CLI, OpenClaw and 29… |
| 7 | kubernetes/kubernetes | 39 | 128.0k | Production-Grade Container Scheduling and Management |
| 8 | golang/go | 36 | 139.0k | The Go programming language |
| 9 | Armur-Ai/Pentest-Swarm-AI | 34 | 2.6k | Autonomous penetration testing using a swarm of AI agents. Orchestrates recon… |
| 10 | seaweedfs/seaweedfs | 29 | 35.0k | SeaweedFS is a distributed storage system for object storage (S3), file syste… |
⚡ Cpp 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | leejet/stable-diffusion.cpp | 166 | 7.4k | Diffusion model(SD,Flux,Wan,Qwen Image,Z-Image,…) inference in pure C/C++ |
| 2 | harry7557558/spirula-studio | 82 | 1.0k | Cross-vendor 3D Gaussian Splatting trainer - video to splat to mesh, Vulkan o… |
| 3 | 0xShug0/audio.cpp | 23 | 3.0k | An all-in-one, pure C++ inference engine for audio models, powered by ggml. S… |
| 4 | amnezia-vpn/amnezia-client | 20 | 15.2k | Amnezia VPN Client (Desktop+Mobile) |
| 5 | MaaAssistantArknights/MaaAssistantArknights | 17 | 23.4k | 《明日方舟》小助手，全日常一键长草！| A one-click tool for the daily tasks of Arknights, suppo… |
| 6 | shadps4-emu/shadPS4 | 12 | 33.0k | PlayStation 4 emulator for Windows, Linux, macOS and FreeBSD written in C++ |
| 7 | justcallmekoko/ESP32Marauder | 12 | 12.5k | A suite of WiFi/Bluetooth offensive and defensive tools for the ESP32 |
| 8 | nlohmann/json | 10 | 50.7k | JSON for Modern C++ |
| 9 | NVIDIA/cutlass | 10 | 10.5k | CUDA Templates and Python DSLs for High-Performance Linear Algebra |
| 10 | notepad-plus-plus/notepad-plus-plus | 8 | 29.4k | Notepad++ official repository |
🐚 Shell 趋势
| # | 仓库 | ⭐ 今日 | ⭐ 总计 | 描述 |
|---|---|---|---|---|
| 1 | mattpocock/skills | 583 | 269.7k | Skills for Real Engineers. Straight from my .agents directory. |
| 2 | obra/superpowers | 468 | 291.7k | An agentic skills framework & software development methodology that works. |
| 3 | rawfilejson/awesome-osint-arsenal | 57 | 3.0k | OSINT & recon toolkit // 100+ tools, one-command installer, SOCMINT, GEOINT,… |
| 4 | ophub/amlogic-s9xxx-armbian | 54 | 10.0k | Supports running Armbian on Amlogic, Allwinner, and Rockchip devices. Support… |
| 5 | quickemu-project/quickemu | 41 | 16.3k | Quickly create and run optimised Windows, macOS and Linux virtual machines |
| 6 | mack-a/v2ray-agent | 22 | 21.9k | Xray、Tuic、hysteria2、sing-box 八合一一键脚本 |
| 7 | ohmyzsh/ohmyzsh | 21 | 189.9k | 🙃 A delightful community-driven (with 2,500+ contributors) framework for mana… |
| 8 | espressif/esp-csi | 17 | 1.6k | Applications based on Wi-Fi CSI (Channel state information), such as indoor p… |
| 9 | nvm-sh/nvm | 10 | 95.2k | Node Version Manager - POSIX-compliant bash script to manage multiple active… |
| 10 | bivlked/amneziawg-installer | 7 | 1.3k | One-command AmneziaWG 2.0 / 3.x installer for a self-hosted VPN server on Ubu… |
📡 数据来源：GitHub Trending | 由 Hermes AI 自动生成 🤖