Report Date: 2026-03-30
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50
Overview
根据2026年3月30日的数据，过去30天GitHub上AI领域的开源趋势明确指向了AI Agent（智能体）应用的爆发式增长和特定大模型（尤其是Claude）生态的深化。开发者 不仅关注构建独立的Agent，更着力于开发Agent编排平台、专用技能和开发工具。编程语言方面，Python依旧是主流，但Rust和Go在高性能工具链中的应用也日益增多。
Top 50 Repositories
| Rank | Repository | Category | Language | Heat_7 | Heat_30 | Score |
|---|---|---|---|---|---|---|
| 1 | everything-claude-code | llm | javascript | 19,877 | 62,608 | 1,060 |
| 2 | OpenViking | agent | python | 0 | 15,740 | 52 |
| 3 | hermes-agent | agent | python | 6,103 | 15,044 | 861 |
| 4 | GitNexus | agent | typescript | 0 | 14,721 | 49 |
| 5 | impeccable | javascript | 0 | 14,339 | 47 | |
| 6 | ruflo | agent | typescript | 5,993 | 13,041 | 300 |
| 7 | TradingAgents | agent | python | 7,622 | 12,995 | 369 |
| 8 | last30days-skill | agent | python | 10,436 | 11,594 | 1,270 |
| 9 | claude-hud | llm | javascript | 3,964 | 11,090 | 206 |
| 10 | AstrBot | agent | python | 0 | 10,093 | 33 |
| 11 | agent-browser | agent | rust | 0 | 9,315 | 31 |
| 12 | deepagents | agent | python | 0 | 8,436 | 28 |
| 13 | BitNet | llm | python | 0 | 8,374 | 27 |
| 14 | OpenSandbox | agent | python | 0 | 8,231 | 27 |
| 15 | promptfoo | llm | typescript | 0 | 8,087 | 26 |
| 16 | marketingskills | agent | javascript | 1,908 | 7,714 | 107 |
| 17 | codex | agent | rust | 0 | 6,367 | 21 |
| 18 | superset | agent | typescript | 0 | 6,170 | 20 |
| 19 | notebooklm-py | agent | python | 0 | 5,883 | 19 |
| 20 | claude-skills | llm | python | 1,554 | 5,825 | 236 |
| 21 | new-api | llm | go | 1,314 | 5,341 | 74 |
| 22 | MoneyPrinterTurbo | llm | python | 3,260 | 4,420 | 154 |
| 23 | ai-hedge-fund | python | 0 | 3,940 | 67 | |
| 24 | supermemory | typescript | 3,010 | 3,719 | 141 | |
| 25 | open-swe | agent | python | 0 | 3,558 | 11 |
| 26 | anything-llm | javascript | 0 | 2,113 | 77 | |
| 27 | RuVector | rust | 0 | 1,904 | 6 | |
| 28 | worktrunk | agent | rust | 0 | 1,643 | 5 |
| 29 | ReMe | agent | python | 0 | 1,515 | 5 |
| 30 | one-api | llm | javascript | 0 | 1,374 | 4 |
| 31 | openclaw-studio | agent | typescript | 0 | 1,221 | 4 |
| 32 | 9router | llm | javascript | 233 | 832 | 12 |
| 33 | axonhub | llm | go | 153 | 724 | 8 |
| 34 | agent-deck | llm | go | 0 | 694 | 2 |
| 35 | docker-agent | agent | go | 0 | 692 | 2 |
| 36 | figma-console-mcp | typescript | 0 | 661 | 2 | |
| 37 | claude-squad | agent | go | 237 | 574 | 12 |
| 38 | fff.nvim | agent | rust | 175 | 573 | 25 |
| 39 | claude-code-skills | llm | javascript | 0 | 164 | 0 |
| 40 | claude-howto | agent | python | 0 | 0 | 699 |
| 41 | VibeVoice | python | 0 | 0 | 633 | |
| 42 | project-nomad | typescript | 11,503 | 0 | 492 | |
| 43 | AI-Scientist-v2 | agent | python | 1,449 | 0 | 373 |
| 44 | dexter | agent | typescript | 2,342 | 0 | 347 |
| 45 | agentscope | agent | python | 0 | 0 | 309 |
| 46 | onyx | llm | python | 0 | 0 | 295 |
| 47 | claude-mem | agent | typescript | 0 | 0 | 223 |
| 48 | browser-use | agent | python | 2,759 | 0 | 118 |
| 49 | minimind | llm | python | 2,607 | 0 | 111 |
| 50 | OpenBB | agent | python | 0 | 0 | 82 |
Category Breakdown
agent (28 projects)
Agent项目在数量上占据主导地位（28个），且平均潜力得分最高，表明该领域创新活跃，有大量高潜力项目涌现，尤其是在多智能体协作和专用工具方面。
Average Heat_7: 1,393
Average Score: 192
- 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...
- hermes-agent - The agent that grows with you
- 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 ...
- 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...
- TradingAgents - TradingAgents: Multi-Agents LLM Financial Trading Framework
- last30days-skill - AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary
- AstrBot - Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
- agent-browser - Browser automation CLI for AI agents
- 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.
- OpenSandbox - Secure, Fast, and Extensible Sandbox runtime for AI agents.
- marketingskills - Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
- codex - Lightweight coding agent that runs in your terminal
- superset - Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
- 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 ...
- open-swe - An Open-Source Asynchronous Coding Agent
- worktrunk - Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows
- ReMe - ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
- openclaw-studio - A clean web dashboard for OpenClaw. Connect your Gateway, manage agents, and ship faster. ⭐️ Star if you like it!
- docker-agent - AI Agent Builder and Runtime by Docker Engineering
- claude-squad - Manage multiple AI terminal agents like Claude Code, Codex, OpenCode, and Amp.
- fff.nvim - The fastest and the most accurate file search toolkit for AI agents, Neovim, Rust, C, and NodeJS
- claude-howto - A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
- AI-Scientist-v2 - The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
- dexter - An autonomous agent for deep financial research
- agentscope - Build and run agents you can see, understand and trust.
- 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 ...
- browser-use - 🌐 Make websites accessible for AI agents. Automate tasks online with ease.
- OpenBB - Financial data platform for analysts, quants and AI agents.
(8 projects)
Average Heat_7: 1,814
Average Score: 183
- impeccable - The design language that makes your AI harness better at design.
- ai-hedge-fund - An AI Hedge Fund Team
- supermemory - Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.
- anything-llm - The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
- RuVector - RuVector is a High Performance, Real-Time, Self-Learning, Vector GNN, Memory DB built in Rust.
- figma-console-mcp - Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
- VibeVoice - Open-Source Frontier Voice AI
- 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.
llm (14 projects)
LLM相关项目（14个）虽然数量较少，但近期热度（avg_heat_7）最高，显示出社区对大模型底层技术和应用框架的持续高度关注，特别是在模型优化和API封装方面。
Average Heat_7: 2,354
Average Score: 158
- 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.
- claude-hud - A Claude Code plugin that shows what's happening - context usage, active tools, running agents, and todo progress
- 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.
- new-api - A unified AI model hub for aggregation & distribution. It supports cross-converting various LLMs into OpenAI-compatible, Claude-compatible, or Gemini-compatible formats. A centralized gateway for p...
- 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.
- 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
- axonhub - ⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.
- agent-deck - Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
- claude-code-skills - Plugin suite + bundled MCP servers for Claude Code. Full delivery lifecycle: Agile pipeline with multi-model AI review, project bootstrap, documentation generation, codebase audits, performance opt...
- onyx - Open Source AI Platform - AI Chat with advanced features that works with every LLM
- minimind - 🚀🚀 「大模型」2小时完全从0训练64M的小参数GPT！🌏 Train a 64M-parameter GPT from scratch in just 2h!
Dark Horse Projects
“黑马”项目普遍得分很高，显示出强大的初始爆发力和社区认可度，例如 mvanhorn/last30days-skill（得分1270）。一个显著的趋势是，大量黑马项目都围绕 Claude 模型构建，形成了“技能(skill)”、“插件”和“工具集”的生态系统，这表明开发者正积极探索和扩展特定高效 能模型的功能边界。
| Repository | Score | Heat_30 | Heat_7 | Category |
|---|---|---|---|---|
| everything-claude-code | 1,060 | 62,608 | 19,877 | llm |
| hermes-agent | 861 | 15,044 | 6,103 | agent |
| ruflo | 300 | 13,041 | 5,993 | agent |
| TradingAgents | 369 | 12,995 | 7,622 | agent |
| last30days-skill | 1,270 | 11,594 | 10,436 | agent |
| claude-hud | 206 | 11,090 | 3,964 | llm |
| marketingskills | 107 | 7,714 | 1,908 | agent |
| claude-skills | 236 | 5,825 | 1,554 | llm |
| MoneyPrinterTurbo | 154 | 4,420 | 3,260 | llm |
| supermemory | 141 | 3,719 | 3,010 | |
| claude-howto | 699 | 0 | 0 | agent |
| VibeVoice | 633 | 0 | 0 | |
| project-nomad | 492 | 0 | 11,503 | |
| AI-Scientist-v2 | 373 | 0 | 1,449 | agent |
| dexter | 347 | 0 | 2,342 | agent |
| agentscope | 309 | 0 | 0 | agent |
| onyx | 295 | 0 | 0 | llm |
| claude-mem | 223 | 0 | 0 | agent |
| browser-use | 118 | 0 | 2,759 | agent |
| minimind | 111 | 0 | 2,607 | llm |
Consecutive Appearances
榜单上有33个项目是“常客”，反映了它们持续的价值和社区吸引力。一些新项目如 affaan-m/everything-claude-code 和 TauricResearch/TradingAgents 连续上榜且保持高热度，说明它们成功地将初始热度转化为了持续的社区参与。部分多次上榜的项目近期热度为0，可能表示其已进入稳定维护阶段或热点暂时转移。
| Repository | Weeks in Top | Category | Current Heat_7 |
|---|---|---|---|
| everything-claude-code | 2 | llm | 19,877 |
| OpenViking | 4 | agent | 0 |
| hermes-agent | 4 | agent | 6,103 |
| GitNexus | 6 | agent | 0 |
| impeccable | 4 | 0 | |
| ruflo | 2 | agent | 5,993 |
| TradingAgents | 2 | agent | 7,622 |
| claude-hud | 2 | llm | 3,964 |
| AstrBot | 6 | agent | 0 |
| agent-browser | 3 | agent | 0 |
| deepagents | 3 | agent | 0 |
| BitNet | 3 | llm | 0 |
| OpenSandbox | 5 | agent | 0 |
| promptfoo | 3 | llm | 0 |
| marketingskills | 3 | agent | 1,908 |
| codex | 10 | agent | 0 |
| superset | 6 | agent | 0 |
| notebooklm-py | 3 | agent | 0 |
| claude-skills | 2 | llm | 1,554 |
| MoneyPrinterTurbo | 2 | llm | 3,260 |
| ai-hedge-fund | 4 | 0 | |
| open-swe | 2 | agent | 0 |
| anything-llm | 5 | 0 | |
| RuVector | 3 | 0 | |
| one-api | 3 | llm | 0 |
| 9router | 2 | llm | 233 |
| agent-deck | 6 | llm | 0 |
| docker-agent | 3 | agent | 0 |
| figma-console-mcp | 3 | 0 | |
| claude-code-skills | 2 | llm | 0 |
| project-nomad | 3 | 11,503 | |
| claude-mem | 2 | agent | 0 |
| browser-use | 2 | agent | 2,759 |
Highlighted Repositories
affaan-m/everything-claude-code
该项目位居榜首，不仅是近期热门，也是一个潜力巨大的“黑马”和多次上榜者。它专注于为 Claude Code 等多种编码AI提供性能优化、技能、记忆和安全框架，代表了当前AI开发从通用模型应用转向为特定模型构建深度、专业化工具生态的趋势。
mvanhorn/last30days-skill
此项目是得分最高的“黑马”（1270分），其功能非常具体：一个能综合多平台信息并生成摘要的AI Agent技能。这反映了Agent生态正走向模块化和“技能化”，开发者可以为Agent创建和分享可复用的、专注于特定任务的工具。
TauricResearch/TradingAgents
作为一个专注于金融交易的多智能体框架，该项目展示了AI Agent在垂直领域的应用潜力。它连续上榜并保持高热度，说明将LLM与量化交易等专业领域结合是当前一个明确且受欢迎的探索方向。
ruvnet/ruflo
此项目是领先的Claude智能体编排平台，专注于部署多智能体集群和协调自主工作流。它的出现标志着Agent技术正在从单个 智能体向更复杂的、企业级的群体智能系统演进，对系统的可管理性、可扩展性提出了更高要求。
microsoft/BitNet
由微软推出的1-bit大语言模型推理框架，代表了在模型效率和轻量化方面的技术前沿。尽管许多热门项目聚焦于应用层，但这类底层框架的开源对推动AI在资源受限设备上的部署至关重要，显示了行业巨头仍在持续投入基础研究。
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: 2026-03-30T00:33:24Z