Report Date: 2026-04-13
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50
Overview
过去30天，GitHub AI开源领域的趋势由“Agent”类别主导，其项目数量占据了榜单半壁江山。一个显著的子趋势是，大量围绕“Claude”生态的工具和插件涌现。 在编程语言方面，Python和TypeScript仍是应用开发的主力，而Rust和Go则在高性能AI基础设施领域扮演着越来越重要的角色。
Top 50 Repositories
| Rank | Repository | Category | Language | Heat_7 | Heat_30 | Score |
|---|---|---|---|---|---|---|
| 1 | everything-claude-code | agent | javascript | 0 | 80,400 | 268 |
| 2 | hermes-agent | agent | python | 38,426 | 57,410 | 6,310 |
| 3 | TradingAgents | agent | python | 0 | 18,178 | 60 |
| 4 | last30days-skill | agent | python | 0 | 16,903 | 56 |
| 5 | OpenViking | agent | python | 0 | 16,299 | 54 |
| 6 | VibeVoice | python | 0 | 15,464 | 51 | |
| 7 | GitNexus | agent | typescript | 4,600 | 14,902 | 246 |
| 8 | impeccable | javascript | 0 | 14,316 | 47 | |
| 9 | claude-hud | agent | javascript | 0 | 14,293 | 47 |
| 10 | page-agent | agent | typescript | 0 | 11,294 | 37 |
| 11 | codex | agent | rust | 0 | 10,406 | 165 |
| 12 | deepagents | agent | python | 0 | 9,971 | 33 |
| 13 | OpenSpec | typescript | 0 | 9,671 | 32 | |
| 14 | onyx | llm | python | 0 | 8,985 | 29 |
| 15 | goose | agent | rust | 4,951 | 8,731 | 241 |
| 16 | marketingskills | agent | javascript | 0 | 7,641 | 150 |
| 17 | hindsight | agent | python | 1,615 | 6,323 | 90 |
| 18 | claude-skills | llm | python | 0 | 6,299 | 20 |
| 19 | new-api | llm | go | 1,419 | 6,058 | 81 |
| 20 | chrome-devtools-mcp | agent | typescript | 0 | 5,923 | 209 |
| 21 | pentagi | agent | go | 0 | 5,477 | 18 |
| 22 | supermemory | typescript | 0 | 4,909 | 16 | |
| 23 | claudian | llm | typescript | 1,647 | 3,901 | 83 |
| 24 | fff.nvim | agent | rust | 1,057 | 3,637 | 57 |
| 25 | Archon | typescript | 2,962 | 3,223 | 504 | |
| 26 | nofx | go | 0 | 2,263 | 7 | |
| 27 | Open-Generative-AI | vision | javascript | 1,801 | 2,018 | 205 |
| 28 | LocalAI | vision | go | 0 | 1,959 | 39 |
| 29 | forgecode | llm | rust | 610 | 1,726 | 31 |
| 30 | one-api | llm | javascript | 0 | 1,584 | 5 |
| 31 | memvid | rag | rust | 751 | 1,526 | 37 |
| 32 | 9router | llm | javascript | 572 | 1,502 | 29 |
| 33 | camofox-browser | agent | javascript | 753 | 1,192 | 87 |
| 34 | screenpipe | agent | rust | 0 | 1,046 | 3 |
| 35 | bifrost | go | 198 | 848 | 11 | |
| 36 | claude-squad | agent | go | 0 | 685 | 2 |
| 37 | claude-code-skills | llm | javascript | 0 | 187 | 0 |
| 38 | multica | agent | typescript | 6,846 | 0 | 1,258 |
| 39 | claude-mem | agent | typescript | 3,534 | 0 | 603 |
| 40 | ai-hedge-fund | python | 0 | 0 | 397 | |
| 41 | firecrawl | agent | typescript | 0 | 0 | 372 |
| 42 | ralph | agent | typescript | 0 | 0 | 277 |
| 43 | claude-howto | agent | python | 5,602 | 0 | 240 |
| 44 | ppt-master | vision | python | 938 | 0 | 129 |
| 45 | rowboat | typescript | 2,864 | 0 | 122 | |
| 46 | ralph-orchestrator | agent | rust | 0 | 0 | 74 |
| 47 | AI-Trader | agent | python | 1,085 | 0 | 46 |
| 48 | InsForge | agent | typescript | 0 | 0 | 45 |
| 49 | agent-os | agent | rust | 863 | 0 | 36 |
| 50 | SillyTavern | llm | javascript | 0 | 0 | 25 |
Category Breakdown
agent (28 projects)
AI Agent是绝对的热点，无论从项目数量、社区热度还是综合评分来看都遥遥领先，显示出开发者正集中探索和构建自主AI系统。
Average Heat_7: 2,476
Average Score: 395
- 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.
- hermes-agent - The agent that grows with you
- 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
- 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...
- 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 ...
- claude-hud - A Claude Code plugin that shows what's happening - context usage, active tools, running agents, and todo progress
- page-agent - JavaScript in-page GUI agent. Control web interfaces with natural language.
- codex - Lightweight coding agent that runs in your terminal
- 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.
- goose - an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
- marketingskills - Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
- hindsight - Hindsight: Agent Memory That Learns
- chrome-devtools-mcp - Chrome DevTools for coding agents
- pentagi - Fully autonomous AI Agents system capable of performing complex penetration testing tasks
- fff.nvim - The fastest and the most accurate file search toolkit for AI agents, Neovim, Rust, C, and NodeJS
- camofox-browser - Headless browser automation server for AI agents to visit sites that are usually blocked
- screenpipe - Run agents that work for you based on what you do. AI finally knows what you are doing
- claude-squad - Manage multiple AI terminal agents like Claude Code, Codex, OpenCode, and Amp.
- multica - The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.
- 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 ...
- firecrawl - 🔥 The Web Data API for AI - Power AI agents with clean web data
- ralph - Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete.
- claude-howto - A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
- ralph-orchestrator - An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
- AI-Trader - "AI-Trader: 100% Fully-Automated Agent-Native Trading"
- InsForge - Give agents everything they need to ship fullstack apps. The backend built for agentic development.
- agent-os - A portable open-source operating system for agents. ~6 ms coldstarts, 32x cheaper than sandboxes. Powered by WebAssembly and V8 isolates.
(9 projects)
未分类项目占据一定比例，多为AI开发工具链或底层基础设施，它们是支撑上层AI应用创新的重要基石。
Average Heat_7: 669
Average Score: 131
- VibeVoice - Open-Source Frontier Voice AI
- impeccable - The design language that makes your AI harness better at design.
- OpenSpec - Spec-driven development (SDD) for AI coding assistants.
- supermemory - Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.
- Archon - The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.
- nofx - Your personal AI trading assistant. Any market. Any model. Pay with USDC, not API keys.
- bifrost - Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
- ai-hedge-fund - An AI Hedge Fund Team
- rowboat - Open-source AI coworker, with memory
llm (9 projects)
基础大模型相关项目依然占有一席之地，但趋势更偏向于API管理、分发和兼容性适配，而非模型本身，反映了应用层开发的需求。
Average Heat_7: 472
Average Score: 33
- onyx - Open Source AI Platform - AI Chat with advanced features that works with every LLM
- claude-skills - 232+ 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...
- claudian - An Obsidian plugin that embeds Claude Code as an AI collaborator in your vault
- forgecode - AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models
- 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
- 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...
- SillyTavern - LLM Frontend for Power Users.
vision (3 projects)
视觉项目虽然数量不多，但平均热度很高，表明高质量的AI视觉应用或模型依然能吸引大量关注。
Average Heat_7: 913
Average Score: 124
- Open-Generative-AI - Open-source alternative to Higgsfield AI, Freepik, Krea, Openart AI — Free AI image generation & cinema studio with 20+ models (Flux, SDXL, Midjourney, Ideogram). Self-hosted, customizable, MIT l...
- LocalAI - LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.
- ppt-master - AI generates natively editable PPTX from any document — real PowerPoint shapes, not images — no design skills needed
rag (1 projects)
RAG（检索增强生成）项目只有一个，可能意味着这项技术正从一个独立的领域，演变为Agent和LLM应用中的一个标准功能模块。
Average Heat_7: 751
Average Score: 37
- memvid - Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
Dark Horse Projects
“黑马”项目展示了强大的增长潜力。NousResearch/hermes-agent 凭借极高的综合评分（6310）成为最耀眼的明星项目，远超其他。multica-ai/multica 和 thedotmack/claude-mem 等项目近期热度激增，表明市场对高级Agent管理平台和记忆增强工具的需求正在快速形成。
| Repository | Score | Heat_30 | Heat_7 | Category |
|---|---|---|---|---|
| everything-claude-code | 268 | 80,400 | 0 | agent |
| hermes-agent | 6,310 | 57,410 | 38,426 | agent |
| GitNexus | 246 | 14,902 | 4,600 | agent |
| codex | 165 | 10,406 | 0 | agent |
| goose | 241 | 8,731 | 4,951 | agent |
| marketingskills | 150 | 7,641 | 0 | agent |
| chrome-devtools-mcp | 209 | 5,923 | 0 | agent |
| Archon | 504 | 3,223 | 2,962 | |
| Open-Generative-AI | 205 | 2,018 | 1,801 | vision |
| multica | 1,258 | 0 | 6,846 | agent |
| claude-mem | 603 | 0 | 3,534 | agent |
| ai-hedge-fund | 397 | 0 | 0 | |
| firecrawl | 372 | 0 | 0 | agent |
| ralph | 277 | 0 | 0 | agent |
| claude-howto | 240 | 0 | 5,602 | agent |
| ppt-master | 129 | 0 | 938 | vision |
| rowboat | 122 | 0 | 2,864 |
Consecutive Appearances
多个项目连续数周上榜，显示了其持续的生命力。openai/codex (12周) 和 abhigyanpatwari/GitNexus (8周) 这样的“常青树”项目证明了AI赋能开发者工具的长期价值。同时，大量与 “Claude” 相关的项目重复上榜，凸显了围绕特定模型构建生态的趋势。部分项目近期热度下降，也反映了AI领域技术迭代速度之快。
| Repository | Weeks in Top | Category | Current Heat_7 |
|---|---|---|---|
| everything-claude-code | 4 | agent | 0 |
| hermes-agent | 6 | agent | 38,426 |
| TradingAgents | 4 | agent | 0 |
| last30days-skill | 3 | agent | 0 |
| OpenViking | 6 | agent | 0 |
| VibeVoice | 3 | 0 | |
| GitNexus | 8 | agent | 4,600 |
| impeccable | 6 | 0 | |
| claude-hud | 4 | agent | 0 |
| codex | 12 | agent | 0 |
| deepagents | 5 | agent | 0 |
| OpenSpec | 2 | 0 | |
| onyx | 3 | llm | 0 |
| marketingskills | 5 | agent | 0 |
| hindsight | 2 | agent | 1,615 |
| claude-skills | 4 | llm | 0 |
| new-api | 3 | llm | 1,419 |
| chrome-devtools-mcp | 2 | agent | 0 |
| pentagi | 2 | agent | 0 |
| supermemory | 3 | 0 | |
| fff.nvim | 3 | agent | 1,057 |
| LocalAI | 2 | vision | 0 |
| one-api | 5 | llm | 0 |
| memvid | 2 | rag | 751 |
| 9router | 4 | llm | 572 |
| screenpipe | 2 | agent | 0 |
| bifrost | 2 | 198 | |
| claude-squad | 3 | agent | 0 |
| claude-code-skills | 4 | llm | 0 |
| ai-hedge-fund | 6 | 0 | |
| claude-howto | 3 | agent | 5,602 |
Highlighted Repositories
NousResearch/hermes-agent
该项目不仅综合评分（6310）和近期热度 （38426）极高，而且已连续6周上榜，是Agent领域的领跑者。其“与你共同成长的代理”的描述，暗示了项目在个性化、自适应和长期记忆方面有深入探索，这是当前Agent技术发展的关键方向。
affaan-m/everything-claude-code
作为榜首项目，其30天内总热度（80400）极高，表明项目在发布初期获得了爆发式关注。尽管近期热度回落，但它作为Claude生态的代表，清晰地揭示了开发者围绕特定高效能模型（如此处的Claude Code）构建工具和技能库的强大趋势。
multica-ai/multica
这是一个典型的近期崛起项目，综合评分高（1258）且热度完全集中在最近一周。它定位于“开源的托管代理平台”，旨在将AI编码代理转变为真正的团队成员。这预示着Agent技术正在从单个工具演进到需要协同工作的“团队”阶段，对Agent的编排、管理和技能复用提出了更高要求。
rivet-dev/agent-os
此项目排名虽不高，但技术选型独特，代表了AI基础设施的演进方向。它通过WebAssembly和V8 isolates为Agent构建了一个轻量、可移植的“操作系统”，旨在解决Agent运行的性能、成本和安全问题。使用Rust语言也印证了高性能系统语言在AI底层设施中的应用趋势。
abhigyanpatwari/GitNexus
作为一个已上榜8周的成熟项目，它展示了AI在代码智能领域的实用价值。项目完全在浏览器端运行，为代码库生成知识图谱，并内置Graph RAG Agent。这代表了AI辅助代码理解和探索的先进方向，将AI能力直接集成到开发者的工作流中。
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: 2026-04-13T00:35:46Z