Report Date: 2026-03-23
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50
Overview
根据过去30天的数据，GitHub AI领域的开源趋势清晰地指向了AI Agent的爆发式增长。开发者社区正积极构建Agent的应用、工具链和底层基础设施，其中一个名为“Claude Code”的生态系统似乎是热点。尽管Agent项目数量最多，但一个基础设施项目以极高的热度脱颖而出，凸显了底层技术的重要性。
Top 50 Repositories
| Rank | Repository | Category | Language | Heat_7 | Heat_30 | Score |
|---|---|---|---|---|---|---|
| 1 | everything-claude-code | infra | javascript | 19,975 | 47,448 | 3,248 |
| 2 | GitNexus | agent | typescript | 5,485 | 17,495 | 293 |
| 3 | OpenViking | agent | python | 6,297 | 14,548 | 318 |
| 4 | pi-mono | agent | typescript | 0 | 12,312 | 41 |
| 5 | impeccable | javascript | 3,653 | 12,048 | 458 | |
| 6 | agent-browser | agent | rust | 0 | 9,374 | 31 |
| 7 | AstrBot | agent | python | 0 | 9,263 | 30 |
| 8 | OpenSpec | typescript | 0 | 8,130 | 27 | |
| 9 | ruflo | agent | typescript | 0 | 8,107 | 27 |
| 10 | BitNet | llm | python | 0 | 7,931 | 26 |
| 11 | OpenSandbox | agent | python | 0 | 7,923 | 26 |
| 12 | skills | agent | python | 0 | 7,771 | 25 |
| 13 | promptfoo | llm | typescript | 1,941 | 7,586 | 108 |
| 14 | claude-hud | agent | javascript | 6,411 | 7,470 | 800 |
| 15 | deepagents | agent | python | 5,498 | 7,245 | 259 |
| 16 | marketingskills | agent | javascript | 1,914 | 6,797 | 104 |
| 17 | superset | agent | typescript | 0 | 5,873 | 19 |
| 18 | codex | agent | rust | 1,578 | 5,792 | 86 |
| 19 | pentagi | agent | go | 0 | 5,151 | 658 |
| 20 | notebooklm-py | agent | python | 0 | 4,817 | 171 |
| 21 | skills | agent | typescript | 0 | 4,792 | 15 |
| 22 | claude-skills | llm | python | 1,104 | 4,387 | 61 |
| 23 | ai-hedge-fund | python | 0 | 3,785 | 12 | |
| 24 | RuVector | rust | 0 | 3,069 | 28 | |
| 25 | open-swe | agent | python | 0 | 2,771 | 9 |
| 26 | anything-llm | javascript | 0 | 1,875 | 6 | |
| 27 | one-api | llm | javascript | 0 | 1,224 | 4 |
| 28 | 9router | llm | javascript | 222 | 695 | 11 |
| 29 | agent-deck | llm | go | 0 | 679 | 2 |
| 30 | figma-console-mcp | typescript | 0 | 648 | 2 | |
| 31 | docker-agent | agent | go | 0 | 581 | 1 |
| 32 | mcp_excalidraw | agent | javascript | 0 | 407 | 1 |
| 33 | pi-skills | agent | javascript | 0 | 344 | 1 |
| 34 | mcp-go | llm | go | 0 | 242 | 0 |
| 35 | claude-code-skills | llm | javascript | 0 | 132 | 0 |
| 36 | project-nomad | typescript | 7,178 | 0 | 1,687 | |
| 37 | TradingAgents | agent | python | 3,979 | 0 | 801 |
| 38 | opencode | agent | typescript | 0 | 0 | 483 |
| 39 | browser-use | agent | python | 0 | 0 | 256 |
| 40 | page-agent | agent | typescript | 4,586 | 0 | 196 |
| 41 | claude-mem | agent | typescript | 4,379 | 0 | 187 |
| 42 | next-ai-draw-io | typescript | 0 | 0 | 147 | |
| 43 | hermes-agent | agent | python | 2,665 | 0 | 114 |
| 44 | MoneyPrinterTurbo | llm | python | 0 | 0 | 113 |
| 45 | honcho | agent | python | 0 | 0 | 77 |
| 46 | hindsight | agent | python | 1,771 | 0 | 75 |
| 47 | chrome-devtools-mcp | agent | typescript | 1,717 | 0 | 73 |
| 48 | dimos | agent | python | 995 | 0 | 42 |
| 49 | TaxHacker | llm | typescript | 0 | 0 | 39 |
| 50 | Agent-Skills-for-Context-Engineering | agent | python | 0 | 0 | 32 |
Category Breakdown
infra (1 projects)
基础设施类别虽然只有一个项目，但其热度和评分远超其他类别，表明一个高质量的底层框架或系统能产生巨大的社区影响力。
Average Heat_7: 19,975
Average Score: 3,248
- everything-claude-code - The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
agent (31 projects)
Agent是绝对的主导类别，占据了榜单的大部分。这反映出当前AI开发的焦点已从模型本身转向构建能够执行复杂任务的智能代理，应用场景多样化。
Average Heat_7: 1,525
Average Score: 169
- GitNexus - GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive ...
- OpenViking - OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need th...
- pi-mono - AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
- agent-browser - Browser automation CLI for AI agents
- AstrBot - Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
- ruflo - 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade arch...
- OpenSandbox - OpenSandbox is a general-purpose sandbox platform for AI applications, offering multi-language SDKs, unified sandbox APIs, and Docker/Kubernetes runtimes for scenarios like Coding Agents, GUI Agent...
- skills - Give your agents the power of the Hugging Face ecosystem
- claude-hud - A Claude Code plugin that shows what's happening - context usage, active tools, running agents, and todo progress
- deepagents - Agent harness built with LangChain and LangGraph. Equipped with a planning tool, a filesystem backend, and the ability to spawn subagents - well-equipped to handle complex agentic tasks.
- marketingskills - Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
- superset - IDE for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
- codex - Lightweight coding agent that runs in your terminal
- pentagi - Fully autonomous AI Agents system capable of performing complex penetration testing tasks
- notebooklm-py - Unofficial Python API and agentic skill for Google NotebookLM. Full programmatic access to NotebookLM's features—including capabilities the web UI doesn't expose—via Python, CLI, and AI agents ...
- skills - The open agent skills tool - npx skills
- open-swe - An Open-Source Asynchronous Coding Agent
- docker-agent - AI Agent Builder and Runtime by Docker Engineering
- mcp_excalidraw - MCP server and Claude Code skill for Excalidraw — programmatic canvas toolkit to create, edit, and export diagrams via AI agents with real-time canvas sync.
- pi-skills - Skills for pi coding agent (compatible with Claude Code and Codex CLI)
- TradingAgents - TradingAgents: Multi-Agents LLM Financial Trading Framework
- opencode - The open source coding agent.
- browser-use - 🌐 Make websites accessible for AI agents. Automate tasks online with ease.
- page-agent - JavaScript in-page GUI agent. Control web interfaces with natural language.
- claude-mem - A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future ...
- hermes-agent - The agent that grows with you
- honcho - Memory library for building stateful agents
- hindsight - Hindsight: Agent Memory That Learns
- chrome-devtools-mcp - Chrome DevTools for coding agents
- dimos - Dimensional is the agentic operating system for physical space. Vibecode humanoids, quadrupeds, drones, and other hardware platforms in natural language and build multi-agent systems that work seam...
- Agent-Skills-for-Context-Engineering - A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require e...
(8 projects)
未分类项目中也包含了一些高热度项目，说明AI领域的创新是跨界的，一些新兴概念难以被现有标签完全概括。
Average Heat_7: 1,353
Average Score: 295
- impeccable - The design language that makes your AI harness better at design.
- OpenSpec - Spec-driven development (SDD) for AI coding assistants.
- ai-hedge-fund - An AI Hedge Fund Team
- RuVector - RuVector is a High Performance, Real-Time, Self-Learning, Vector Graph Neural Network, and Database built in Rust.
- anything-llm - The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
- figma-console-mcp - Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
- project-nomad - Project N.O.M.A.D, is a self-contained, offline survival computer packed with critical tools, knowledge, and AI to keep you informed and empowered—anytime, anywhere.
- next-ai-draw-io - A next.js web application that integrates AI capabilities with draw.io diagrams. This app allows you to create, modify, and enhance diagrams through natural language commands and AI-assisted visual...
llm (10 projects)
LLM相关项目虽然仍占有一席之地，但平均热度较低。这可能意味着社区的兴趣正从基础模型转向如何更好地封装和应用这些模型的上层建筑。
Average Heat_7: 326
Average Score: 36
- BitNet - Official inference framework for 1-bit LLMs
- promptfoo - Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line ...
- claude-skills - +192 Claude Code skills & agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8 more coding agents — engineering, marketing, product, compliance, C-level advisory.
- one-api - LLM API 管理 & 分发系统，支持 OpenAI、Azure、Anthropic Claude、Google Gemini、DeepSeek、字节豆包、ChatGLM、文心一言、讯飞星火、通义千问、360 智脑、腾讯混元...
- 9router - Connect All AI Code Tools (Claude Code, Cursor, Antigravity, Copilot, Codex, Gemini, OpenCode, Cline, OpenClaw...) to 40+ AI Providers & 100+ Models
- agent-deck - Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
- mcp-go - A Go implementation of the Model Context Protocol (MCP), enabling seamless integration between LLM applications and external data sources and tools.
- claude-code-skills - Great Claude Code plugin suite — some installable plugins covering the full delivery lifecycle. Project bootstrap, documentation generation, codebase audits (security, quality, architecture, test...
- MoneyPrinterTurbo - 利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
- TaxHacker - Self-hosted AI accounting app. LLM analyzer for receipts, invoices, transactions with custom prompts and categories
Dark Horse Projects
本期涌现出多匹黑马项目，它们的共同特点是快速获得极高的关注度（高分）。排名第一的everything-claude-code（得分3248）作为一个基础设施项目，其影响力远超其他。此外，project-nomad（得分1687）和TradingAgents（得分801）等项目也表现突出，它们分别代表了离线生存AI工具和金融交易等垂直领域的创新应用，显示出Agent技术在特定场景下的巨大潜力。
| Repository | Score | Heat_30 | Heat_7 | Category |
|---|---|---|---|---|
| everything-claude-code | 3,248 | 47,448 | 19,975 | infra |
| GitNexus | 293 | 17,495 | 5,485 | agent |
| OpenViking | 318 | 14,548 | 6,297 | agent |
| impeccable | 458 | 12,048 | 3,653 | |
| promptfoo | 108 | 7,586 | 1,941 | llm |
| claude-hud | 800 | 7,470 | 6,411 | agent |
| deepagents | 259 | 7,245 | 5,498 | agent |
| marketingskills | 104 | 6,797 | 1,914 | agent |
| pentagi | 658 | 5,151 | 0 | agent |
| notebooklm-py | 171 | 4,817 | 0 | agent |
| project-nomad | 1,687 | 0 | 7,178 | |
| TradingAgents | 801 | 0 | 3,979 | agent |
| opencode | 483 | 0 | 0 | agent |
| browser-use | 256 | 0 | 0 | agent |
| page-agent | 196 | 0 | 4,586 | agent |
| claude-mem | 187 | 0 | 4,379 | agent |
| next-ai-draw-io | 147 | 0 | 0 | |
| hermes-agent | 114 | 0 | 2,665 | agent |
| MoneyPrinterTurbo | 113 | 0 | 0 | llm |
Consecutive Appearances
多个项目连续数周上榜，显示出其强大的生命力和社区粘性。例如，已上榜9周的badlogic/pi-mono和openai/codex，以及上榜6周的ChromeDevTools/chrome-devtools-mcp，表明AI Agent的开发工具、IDE和核心运行时依然是开发者持续关注的焦点。这些项目的稳定表现也意味着相关技术栈和生态正在走向成熟。
| Repository | Weeks in Top | Category | Current Heat_7 |
|---|---|---|---|
| GitNexus | 5 | agent | 5,485 |
| OpenViking | 3 | agent | 6,297 |
| pi-mono | 9 | agent | 0 |
| impeccable | 3 | 3,653 | |
| agent-browser | 2 | agent | 0 |
| AstrBot | 5 | agent | 0 |
| BitNet | 2 | llm | 0 |
| OpenSandbox | 4 | agent | 0 |
| promptfoo | 2 | llm | 1,941 |
| deepagents | 2 | agent | 5,498 |
| marketingskills | 2 | agent | 1,914 |
| superset | 5 | agent | 0 |
| codex | 9 | agent | 1,578 |
| notebooklm-py | 2 | agent | 0 |
| skills | 2 | agent | 0 |
| ai-hedge-fund | 3 | 0 | |
| RuVector | 2 | 0 | |
| anything-llm | 4 | 0 | |
| one-api | 2 | llm | 0 |
| agent-deck | 5 | llm | 0 |
| figma-console-mcp | 2 | 0 | |
| docker-agent | 2 | agent | 0 |
| mcp_excalidraw | 2 | agent | 0 |
| project-nomad | 2 | 7,178 | |
| page-agent | 3 | agent | 4,586 |
| hermes-agent | 3 | agent | 2,665 |
| hindsight | 2 | agent | 1,771 |
| chrome-devtools-mcp | 6 | agent | 1,717 |
| dimos | 2 | agent | 995 |
Highlighted Repositories
affaan-m/everything-claude-code
该项目作为榜首，其热度和评分数据呈现出断层式领先。它定位为一个“Agent性能优化系统”，为Claude Code、Codex等编码代理提供技能、内存、安全等底层支持。这表明随着Agent应用的增多，社区对高效、可靠的Agent底层框架（Harness）的需求日益迫切。
volcengine/OpenViking
由火山引擎团队推出，此项目旨在解决AI Agent面临的核心挑战之一：上下文管理。它创新地采用“文件系统范式”来统一管理Agent所需的记忆、资源和技能。这代表了业界正在探索更结构化、可扩展的方案来处理Agent的长期记忆和复杂环境交互问题。
vxcontrol/pentagi
这是一个高度专业化的自主AI Agent系统，专注于执行复杂的网络渗透测试任务。该项目的出现标志着AI Agent技术正从通用编码助手向特定垂直领域（如网络安全）的自动化专家系统演进，具备解决实际、高难度问题的潜力。
promptfoo/promptfoo
该项目是一个针对提示、Agent和RAG应用的测试与评估工具，支持对主流大模型进行性能比较和红队测试。它的持续热门反映了AI工程化的一个重要趋势：随着AI应用进入生产阶段，开发者对应用的可靠性、安全性和可评估性的重视程度正在显著提高。
Methodology
Data Sources:
- GitHub Trending pages
- GitHub API stargazer timestamps
Metrics:
- Heat_7: Stars gained in last 7 days
- Heat_30: Stars gained in last 30 days
- Score: Weighted scoring combining short-term heat and sustained growth
- Formula: 0.6 × stars_1d + 0.3 × (stars_7d / 7) + 0.1 × (stars_30d / 30)
- Emphasizes recent activity (60%) while considering sustained trends (40%)
Filtering:
- Include keywords: %!s(int=30)
- Exclude keywords: %!s(int=30)
- Categories: %!s(int=30)
Ranking:
- Sort by Heat_30 (descending)
- Tie-break by Score (descending)
- Select top %!d(string=ai, llm, agent, gpt, rag, langchain, machine-learning, deep-learning, neural, transformer, embedding, vector)
Limitations:
- Trending data limited to GitHub's trending algorithm
- Star history may be incomplete for repos with >40k stars (API pagination limits)
- LLM-generated commentary is interpretive, not prescriptive
- Weekly snapshots may miss short-lived trends%!(EXTRA string=tutorial, awesome, learning, course, book, string=agent, llm, rag, vision, infra, int=50)
Generated at: 2026-03-23T00:31:20Z