13 posts tagged with "github"

Report Date: 2026-04-06
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

过去30天，GitHub AI 开源趋势由 'Agent' 类别主导，占据了过半的热门项目。开发者们高度关注 Agent 的工具链和基础设施，特别是与 Claude 相关的项目，显示出构建更强大、更专业化 AI 系统的趋势。语言方面，Python 仍是主流，但 Rust 和 Go 在性能关键型组件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	infra	javascript	24,270	79,260	1,304
2	hermes-agent	agent	python	9,940	24,111	1,256
3	OpenViking	agent	python	0	16,523	55
4	TradingAgents	agent	python	0	16,280	54
5	impeccable		javascript	0	15,660	52
6	last30days-skill	agent	python	0	15,180	50
7	VibeVoice		python	10,543	12,995	495
8	claude-hud	agent	javascript	0	12,943	43
9	GitNexus	agent	typescript	0	12,538	41
10	ruflo	agent	typescript	0	11,168	37
11	codex	agent	rust	5,169	10,489	256
12	OpenSpec		typescript	0	9,831	32
13	deepagents	agent	python	0	9,451	31
14	promptfoo	llm	typescript	0	8,723	29
15	BitNet	llm	python	0	8,697	28
16	marketingskills	agent	javascript	0	7,855	26
17	onyx	llm	python	4,741	7,162	825
18	claude-skills	llm	python	0	7,083	23
19	notebooklm-py	agent	python	0	6,303	21
20	chrome-devtools-mcp	agent	typescript	0	5,862	19
21	new-api	llm	go	0	5,858	19
22	pentagi	agent	go	0	5,161	17
23	hindsight	agent	python	0	5,094	16
24	supermemory		typescript	0	4,542	15
25	ai-hedge-fund		python	0	4,121	13
26	open-swe	agent	python	0	3,966	13
27	fff.nvim	agent	rust	2,120	2,679	145
28	openclaw-mission-control	agent	typescript	0	2,007	6
29	LocalAI	vision	go	0	1,781	31
30	one-api	llm	javascript	0	1,507	5
31	forgecode	llm	rust	663	1,306	32
32	9router	llm	javascript	406	1,129	21
33	screenpipe	agent	rust	414	1,000	21
34	nono	agent	rust	0	928	3
35	bifrost		go	216	834	12
36	docker-agent	agent	go	0	705	2
37	claude-squad	agent	go	0	654	2
38	cocoindex		rust	0	475	1
39	claude-code-skills	infra	javascript	0	167	0
40	goose	agent	rust	2,800	0	649
41	claude-howto	agent	python	15,128	0	648
42	agent-browser	agent	rust	0	0	228
43	memvid	rag	rust	0	0	225
44	pi-mono	agent	typescript	0	0	213
45	agent-framework	agent	python	608	0	192
46	oh-my-openagent	agent	typescript	4,031	0	172
47	DeepScientist		typescript	0	0	151
48	TaxHacker	llm	typescript	2,204	0	94
49	RAG-Anything	rag	python	500	0	80
50	PaddleOCR	llm	python	1,736	0	74

Category Breakdown​

llm (10 projects)​

仍然是核心领域，有10个项目，主要集中在模型管理、测试（如 promptfoo）和特定场景应用（如 TaxHacker）。

Average Heat_7: 975
Average Score: 115

• 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 ...
• BitNet - Official inference framework for 1-bit LLMs
• onyx - Open Source AI Platform - AI Chat with advanced features that works with every LLM
• claude-skills - 220+ 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...
• 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...
• forgecode - AI enabled pair programmer for Claude, GPT, O Series, Grok, Deepseek, Gemini and 300+ models
• 9router - Connect All AI Code Tools (Claude Code, Cursor, Antigravity, Copilot, Codex, Gemini, OpenCode, Cline, OpenClaw...) to 40+ AI Providers & 100+ Models
• TaxHacker - Self-hosted AI accounting app. LLM analyzer for receipts, invoices, transactions with custom prompts and categories
• PaddleOCR - Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

vision (1 projects)​

仅有一个项目（LocalAI）上榜，表明当前趋势热点更多地集中在语言模型和 Agent 系统上，而非计算机视觉。

Average Heat_7: 0
Average Score: 31

• LocalAI - LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

rag (2 projects)​

一个虽小众但重要的领域。像 memvid 这样的项目正在探索新的方法，例如“无服务器、单文件记忆层”，以简化复杂的 RAG 流程。

Average Heat_7: 250
Average Score: 152

• 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.
• RAG-Anything - "RAG-Anything: All-in-One RAG Framework"

infra (2 projects)​

尽管只有两个项目，但该类别的平均热度和评分遥遥领先，这得益于像 everything-claude-code 这样的基础性项目。这凸显了社区对AI开发底层设施的高度重视。

Average Heat_7: 12,135
Average Score: 652

• 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-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...

agent (27 projects)​

最活跃的类别，包含27个项目。重点在于框架、编排和专用技能，表明 Agent 概念正从基础理论走向更成熟的实际应用。

Average Heat_7: 1,489
Average Score: 156

• hermes-agent - The agent that grows with you
• 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...
• 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
• claude-hud - A Claude Code plugin that shows what's happening - context usage, active tools, running agents, and todo progress
• 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...
• 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.
• marketingskills - Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
• 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 ...
• chrome-devtools-mcp - Chrome DevTools for coding agents
• pentagi - Fully autonomous AI Agents system capable of performing complex penetration testing tasks
• hindsight - Hindsight: Agent Memory That Learns
• open-swe - An Open-Source Asynchronous Coding Agent
• fff.nvim - The fastest and the most accurate file search toolkit for AI agents, Neovim, Rust, C, and NodeJS
• openclaw-mission-control - AI Agent Orchestration Dashboard - Manage AI agents, assign tasks, and coordinate multi-agent collaboration via OpenClaw Gateway.
• screenpipe - Run agents that work for you based on what you do. AI finally knows what you are doing
• nono - Kernel-enforced agent sandbox. Capability-based isolation with secure key management, atomic rollback, cryptographic immutable audit chain of provenance. Run your agents in a zero-trust environment.
• docker-agent - AI Agent Builder and Runtime by Docker Engineering
• claude-squad - Manage multiple AI terminal agents like Claude Code, Codex, OpenCode, and Amp.
• goose - an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
• claude-howto - A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
• agent-browser - Browser automation CLI for AI agents
• pi-mono - AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
• agent-framework - A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
• oh-my-openagent - omo; the best agent harness - previously oh-my-opencode

(8 projects)​

Average Heat_7: 1,344
Average Score: 96

• impeccable - The design language that makes your AI harness better at design.
• VibeVoice - Open-Source Frontier Voice AI
• 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.
• ai-hedge-fund - An AI Hedge Fund Team
• 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.
• cocoindex - Data transformation framework for AI. Ultra performant, with incremental processing. 🌟 Star if you like it!
• DeepScientist - Now, Stronger AI Pushes Frontiers, Stronger Our Shared Future.

Dark Horse Projects​

“黑马”项目榜单揭示了那些迅速获得巨大关注的新兴项目。affaan-m/everything-claude-code 和 luongnv89/claude-howto 是典型代表，其极高的7日热度值反映了社区的强烈兴趣。这表明，实用的指南和强大的基础设施工具，特别是围绕 Claude 生态的，能够在一夜之间吸引大量关注。

Repository	Score	Heat_30	Heat_7	Category
everything-claude-code	1,304	79,260	24,270	infra
hermes-agent	1,256	24,111	9,940	agent
VibeVoice	495	12,995	10,543
codex	256	10,489	5,169	agent
onyx	825	7,162	4,741	llm
fff.nvim	145	2,679	2,120	agent
goose	649	0	2,800	agent
claude-howto	648	0	15,128	agent
agent-browser	228	0	0	agent
memvid	225	0	0	rag
pi-mono	213	0	0	agent
agent-framework	192	0	608	agent
oh-my-openagent	172	0	4,031	agent
DeepScientist	151	0	0

Consecutive Appearances​

像 openai/codex（11周）和 NousResearch/hermes-agent（5周）这样的长期上榜者，标志着这些项目拥有持续的社区动力和用户基础。尽管新项目层出不穷，它们依然在榜单上占有一席之地，证明了它们在 AI Agent 领域的基石地位和活跃的开发状态。

Repository	Weeks in Top	Category	Current Heat_7
everything-claude-code	3	infra	24,270
hermes-agent	5	agent	9,940
OpenViking	5	agent	0
TradingAgents	3	agent	0
impeccable	5		0
last30days-skill	2	agent	0
VibeVoice	2		10,543
claude-hud	3	agent	0
GitNexus	7	agent	0
ruflo	3	agent	0
codex	11	agent	5,169
deepagents	4	agent	0
promptfoo	4	llm	0
BitNet	4	llm	0
marketingskills	4	agent	0
onyx	2	llm	4,741
claude-skills	3	llm	0
notebooklm-py	4	agent	0
new-api	2	llm	0
supermemory	2		0
ai-hedge-fund	5		0
open-swe	3	agent	0
fff.nvim	2	agent	2,120
one-api	4	llm	0
9router	3	llm	406
docker-agent	4	agent	0
claude-squad	2	agent	0
claude-code-skills	3	infra	0
claude-howto	2	agent	15,128
agent-browser	4	agent	0

Highlighted Repositories​

affaan-m/everything-claude-code​

该项目以极高的分数（1304）和7日热度（24270）高居榜首。作为一个“Agent 性能优化系统”，它本身不是 Agent，而是用于提升其他 Agent 的元工具。它的流行表明市场对于管理和增强复杂 AI Agent 性能的基础设施需求日益增长，尤其是在 Claude 生态系统中。

microsoft/VibeVoice​

这是来自大型科技公司的一个重要新项目。项目描述为“前沿开源语音AI”，其高涨的7日热度（10543）显示了强大的初期市场兴趣。该项目可能预示着在高质量语音合成与交互领域，将迎来新一波开源创新浪潮，而这一领域传统上由闭源模型主导。

luongnv89/claude-howto​

这个项目是一个典型的“黑马”。尽管30日热度为零，但其7日热度却飙升至15128。作为一个“可视化、案例驱动的 Claude Code 指南”，它的成功突显了社区对于高质量教程和实用模板的迫切需求，以便更有效地利用像 Claude 这样的高级 AI 工具。

block/goose​

这是另一个迅速获得高分（649）的新项目。它使用 Rust 编写，是一个“超越代码建议”的可扩展 AI Agent，能够执行、编辑和测试代码。选择 Rust 语言表明，Agent 工具正在追求更高的性能和安全性，从简单的脚本向更健壮的编译型应用演进。

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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=vision, infra, agent, llm, rag, int=50)

---

Generated at: 2026-04-06T00:33:21Z

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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

Report Date: 2026-04-20
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

根据截至2026年04月20日的30天数据显示，AI领域的开源项目趋势明确指向了AI Agent（智能体）的爆发式增长，该类别在数量、热度和评分上均占据主导地位。同时，围绕特定大模型（尤其是Claude）构建的工具生态和用于提升AI开发效率的基础设施项目也受到了开发者的广泛关注。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	hermes-agent	agent	python	38,194	92,374	1,944
2	everything-claude-code	agent	javascript	0	75,324	251
3	claude-mem	agent	typescript	14,556	25,177	707
4	project-nomad		typescript	0	21,973	73
5	TradingAgents	agent	python	0	18,805	62
6	last30days-skill	agent	python	0	18,459	61
7	VibeVoice		python	0	16,777	55
8	claude-hud	agent	javascript	0	11,920	39
9	ruflo	agent	typescript	0	10,860	36
10	codex	agent	rust	0	10,446	34
11	impeccable		javascript	0	9,923	33
12	onyx	llm	python	0	9,827	32
13	goose	agent	rust	0	9,729	32
14	OpenSpec		typescript	0	9,159	30
15	marketingskills	agent	javascript	1,590	7,431	92
16	ai-hedge-fund		python	4,458	7,185	215
17	minimind	llm	python	0	6,119	148
18	chrome-devtools-mcp	agent	typescript	0	6,105	20
19	claude-skills	llm	python	0	6,060	20
20	new-api	llm	go	1,386	5,941	79
21	Archon		typescript	2,087	5,230	106
22	supermemory		typescript	0	5,053	16
23	fff.nvim	agent	rust	703	4,154	43
24	claudian	llm	typescript	0	3,997	13
25	evolver	agent	javascript	3,434	3,771	475
26	GenericAgent	agent	python	3,512	3,744	342
27	AI-Scientist-v2	agent	python	0	3,445	11
28	Open-Generative-AI	vision	javascript	738	2,643	40
29	nofx		go	314	2,450	21
30	anything-llm		javascript	0	2,330	7
31	OmniRoute	llm	typescript	568	2,181	31
32	camofox-browser	agent	javascript	832	1,938	42
33	LocalAI	vision	go	0	1,712	5
34	forgecode	llm	rust	0	1,694	5
35	one-api	llm	javascript	414	1,647	23
36	9router	llm	javascript	371	1,636	21
37	memvid	rag	rust	0	1,584	5
38	squad	agent	typescript	0	1,321	4
39	engram	agent	go	0	1,080	3
40	screenpipe	agent	rust	0	1,058	3
41	bifrost		go	0	935	3
42	nono	agent	rust	0	883	2
43	kagent	agent	go	0	230	0
44	thunderbolt		typescript	0	0	417
45	multica	agent	typescript	7,831	0	335
46	pi-mono	agent	typescript	0	0	191
47	Kaku		rust	0	0	132
48	ralph	agent	typescript	1,600	0	68
49	postiz-app		typescript	1,015	0	43
50	qwen-code	agent	typescript	819	0	35

Category Breakdown​

agent (25 projects)​

AI Agent 占据了榜单半壁江山（50%），其平均热度和评分远超其他类别，表明构建和应用自主智能体是当前最活跃、最受关注的创新方向。

Average Heat_7: 2,922
Average Score: 193

• hermes-agent - The agent that grows with you
• 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-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 ...
• 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
• claude-hud - A Claude Code plugin that shows what's happening - context usage, active tools, running agents, and todo progress
• 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...
• codex - Lightweight coding agent that runs in your terminal
• 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.
• chrome-devtools-mcp - Chrome DevTools for coding agents
• fff.nvim - The fastest and the most accurate file search toolkit for AI agents, Neovim, Rust, C, and NodeJS
• evolver - The GEP-Powered Self-Evolution Engine for AI Agents. Genome Evolution Protocol. | evomap.ai
• GenericAgent - Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
• AI-Scientist-v2 - The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
• camofox-browser - Headless browser automation server for AI agents to visit sites that are usually blocked
• squad - Squad: AI agent teams for any project
• engram - Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.
• screenpipe - Run agents that work for you based on what you do. AI finally knows what you are doing
• nono - nono - a capability-based, multiplexing sandbox tool, built for developers - lift'n'shift seamless path to prod. Run agents securely without needing any additional infra, zero setup, zero latency.
• kagent - Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord
• multica - The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.
• pi-mono - AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
• ralph - Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete.
• qwen-code - An open-source AI agent that lives in your terminal.

(13 projects)​

大量项目未被明确分类，但其内容多涉及AI应用或开发者工具，反映了AI技术正在向更广泛的工程领域渗透，成为各类软件的基础能力。

Average Heat_7: 605
Average Score: 88

• 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.
• 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.
• ai-hedge-fund - An AI Hedge Fund Team
• Archon - The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.
• supermemory - Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.
• nofx - Your personal AI trading assistant. Any market. Any model. Pay with USDC, not API keys.
• anything-llm - The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
• 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.
• thunderbolt - AI You Control: Choose your models. Own your data. Eliminate vendor lock-in.
• Kaku - 🎃 A fast, out-of-the-box terminal built for AI coding.
• postiz-app - 📨 The ultimate social media scheduling tool, with a bunch of AI 🤖

llm (9 projects)​

LLM 相关项目更多聚焦于模型服务和管理，例如统一API网关和分发系统，显示出该领域正从模型研究本身向应用层基础设施建设演进。

Average Heat_7: 304
Average Score: 41

• 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!
• 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
• OmniRoute - OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability f...
• 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

vision (2 projects)​

视觉（Vision）领域虽然项目数量不多，但仍保持着一定的热度，主要集中在提供开源、可自托管的多模型生成服务上。

Average Heat_7: 369
Average Score: 22

• Open-Generative-AI - Uncensored, open-source alternative to Higgsfield AI, Freepik, Krea, Openart AI — Free, unrestricted AI image & video generation studio with 200+ models (Flux, Midjourney, Kling, Sora, Veo). No c...
• LocalAI - LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

rag (1 projects)​

检索增强生成（RAG）在本期榜单中仅有一个项目，热度较低，表明尽管RAG是重要技术，但近期新涌现的、引起广泛趋势的项目相对较少。

Average Heat_7: 0
Average Score: 5

• 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​

本期“黑马”项目再次凸显了 Agent 领域的巨大潜力，如 NousResearch/hermes-agent 和 thedotmack/claude-mem 不仅评分极高，近期热度也非常活跃，显示出强大的增长动能。值得注意的是 thunderbird/thunderbolt，它拥有很高的评分但近期热度为零，这可能意味着项目通过一次性的重大发布获得了大量初始关注，但后续的社区互动热度尚未跟上。

Repository	Score	Heat_30	Heat_7	Category
hermes-agent	1,944	92,374	38,194	agent
everything-claude-code	251	75,324	0	agent
claude-mem	707	25,177	14,556	agent
ai-hedge-fund	215	7,185	4,458
minimind	148	6,119	0	llm
Archon	106	5,230	2,087
evolver	475	3,771	3,434	agent
GenericAgent	342	3,744	3,512	agent
thunderbolt	417	0	0
multica	335	0	7,831	agent
pi-mono	191	0	0	agent
Kaku	132	0	0

Consecutive Appearances​

重复上榜的项目体现了社区的持续兴趣和技术的生命力。NousResearch/hermes-agent 连续7周上榜且热度不减，已成为该领域的标杆。同时，多个与 Claude 模型相关的项目（如 claude-mem, claude-hud）多次上榜，印证了围绕其构建的开发者生态正在快速形成并成熟。一些老牌项目如 openai/codex 虽然上榜周数很长，但近期热度为零，可能表明其趋势热度正被新项目超越。

Repository	Weeks in Top	Category	Current Heat_7
hermes-agent	7	agent	38,194
everything-claude-code	5	agent	0
claude-mem	2	agent	14,556
TradingAgents	5	agent	0
last30days-skill	4	agent	0
VibeVoice	4		0
claude-hud	5	agent	0
codex	13	agent	0
impeccable	7		0
onyx	4	llm	0
goose	2	agent	0
OpenSpec	3		0
marketingskills	6	agent	1,590
ai-hedge-fund	7		4,458
chrome-devtools-mcp	3	agent	0
claude-skills	5	llm	0
new-api	4	llm	1,386
Archon	2		2,087
supermemory	4		0
fff.nvim	4	agent	703
claudian	2	llm	0
Open-Generative-AI	2	vision	738
nofx	2		314
camofox-browser	2	agent	832
LocalAI	3	vision	0
forgecode	2	llm	0
one-api	6	llm	414
9router	5	llm	371
memvid	3	rag	0
screenpipe	3	agent	0
bifrost	3		0
multica	2	agent	7,831
ralph	2	agent	1,600

Highlighted Repositories​

NousResearch/hermes-agent​

作为榜单的绝对领导者，该项目在评分和近期热度上都遥遥领先，并已连续7周上榜。它代表了社区对“可成长型”AI Agent概念的最高关注度，是Agent领域的风向标项目。

thedotmack/claude-mem​

该项目是“Claude生态”崛起的典型代表，通过插件形式专注于解决AI编程中的上下文记忆痛点。这反映出当前AI开发的趋势正从通用大模型转向围绕特定模型构建高度定制化的效率工具。

lsdefine/GenericAgent​

该项目提出了“自进化”Agent的概念，通过一个小的“技能树”种子实现系统控制，并显著降低token消耗。它代表了Agent领域在探索如何提高智能体自主性和运行效率方面的一个前沿方向，吸引了寻求更高效能Agent方案的开发者。

songquanpeng/one-api​

此项目是一个LLM API管理与分发系统，精准地满足了AI应用层基础设施的需求。随着模型提供商日益增多，开发者需要统一的接口来管理和切换不同的模型服务，该项目以其全面的模型支持和便捷的部署方式获得了持续关注。

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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: 2026-04-20T00:36:40Z

Report Date: 2026-04-27
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

根据最近30天的数据，GitHub上的AI领域展现出极高的活跃度，其中 'Agent' (智能体) 已成为最热门和项目最集中的赛道。开发者们高度关注AI编码助手和相关生态的构建，同时，尽管Python和TypeScript仍是主流，但Rust语言因其高性能特质在AI工具链中正迅速崛起。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	hermes-agent	agent	python	0	104,773	349
2	everything-claude-code	agent	javascript	0	59,272	197
3	claude-howto	agent	python	0	27,992	93
4	claude-mem	agent	typescript	4,967	27,436	304
5	oh-my-codex	agent	typescript	0	23,592	78
6	rtk	llm	rust	6,250	22,248	342
7	VibeVoice		python	0	17,850	59
8	codex	agent	rust	0	10,717	151
9	onyx	llm	python	0	10,544	35
10	goose	agent	rust	0	9,965	33
11	impeccable		javascript	0	8,438	28
12	marketingskills	llm	javascript	2,821	8,393	148
13	ai-hedge-fund		python	0	8,077	26
14	GenericAgent	agent	python	2,936	6,534	147
15	Archon		typescript	0	6,105	20
16	new-api	llm	go	0	6,058	20
17	Open-Generative-AI	vision	javascript	3,448	6,030	516
18	claude-skills	llm	python	0	5,795	19
19	ppt-master	vision	python	1,850	5,275	96
20	evolver	agent	javascript	1,512	5,248	82
21	fff.nvim	agent	rust	0	4,316	14
22	RAG-Anything	rag	python	2,639	4,201	127
23	claudian	llm	typescript	0	4,101	13
24	Pixelle-Video		python	0	3,630	12
25	AI-Scientist-v2	agent	python	0	3,412	11
26	qwen-code	agent	typescript	0	3,052	10
27	anything-llm		javascript	0	2,465	8
28	camofox-browser	agent	javascript	0	2,293	100
29	OmniRoute	llm	typescript	0	2,278	7
30	9router	llm	javascript	489	1,916	27
31	forgecode	llm	rust	0	1,868	6
32	honcho	agent	python	0	1,838	6
33	one-api	llm	javascript	0	1,699	5
34	memvid	rag	rust	0	1,550	5
35	bifrost		go	381	1,095	19
36	clawpanel	agent	javascript	0	968	3
37	free-coding-models	llm	javascript	0	826	2
38	microsandbox	agent	rust	280	705	14
39	tabby		rust	0	522	1
40	pi-skills	agent	javascript	120	466	6
41	mistral.rs	infra	rust	0	345	5
42	pi-mono	agent	typescript	3,173	0	450
43	GitNexus	agent	typescript	0	0	420
44	openclaw		typescript	0	0	376
45	opencode	agent	typescript	0	0	307
46	multica	agent	typescript	4,882	0	209
47	posthog		python	0	0	202
48	ruflo	agent	typescript	0	0	153
49	claude-context	agent	typescript	3,537	0	151
50	TrendRadar		python	3,153	0	135

Category Breakdown​

agent (23 projects)​

智能体是绝对的主导类别，项目数量（23个）遥遥领先，表明该方向是当前AI开源创新的核心。

Average Heat_7: 930
Average Score: 142

• hermes-agent - The agent that grows with you
• 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-howto - A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
• 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 ...
• oh-my-codex - OmX - Oh My codeX: Your codex is not alone. Add hooks, agent teams, HUDs, and so much more.
• codex - Lightweight coding agent that runs in your terminal
• goose - an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
• GenericAgent - Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption
• evolver - The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai
• fff.nvim - The fastest and the most accurate file search toolkit for AI agents, Neovim, Rust, C, and NodeJS
• AI-Scientist-v2 - The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
• qwen-code - An open-source AI agent that lives in your terminal.
• camofox-browser - Stealth headless browser for AI agents — bypass Cloudflare, bot detection, and anti-scraping. Drop-in Puppeteer/Playwright replacement.
• honcho - Memory library for building stateful agents
• clawpanel - 🦞 OpenClaw & Hermes Agent 多引擎 AI 管理面板 — 内置 AI 助手（工具调用 + 图片识别 + 多模态），一键安装 | Tauri v2 跨平台桌面应用 | 11 种语言
• microsandbox - 🧱 secure, local and programmable sandboxes for AI agents
• pi-skills - Skills for pi coding agent (compatible with Claude Code and Codex CLI)
• pi-mono - AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
• 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 ...
• opencode - The open source coding agent.
• multica - The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills.
• 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...
• claude-context - Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

llm (11 projects)​

大语言模型作为基础技术，项目数量位居第二，但平均热度相对Agent较低，显示出市场焦点正从模型本身转向应用层。

Average Heat_7: 869
Average Score: 56

• rtk - CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies
• onyx - Open Source AI Platform - AI Chat with advanced features that works with every LLM
• marketingskills - Marketing skills for Claude Code and AI agents. CRO, copywriting, SEO, analytics, and growth engineering.
• 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...
• 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.
• claudian - An Obsidian plugin that embeds Claude Code as an AI collaborator in your vault
• OmniRoute - OmniRoute is an AI gateway for multi-provider LLMs: an OpenAI-compatible endpoint with smart routing, load balancing, retries, and fallbacks. Add policies, rate limits, caching, and observability f...
• 9router - Connect All AI Code Tools (Claude Code, Cursor, Antigravity, Copilot, Codex, Gemini, OpenCode, Cline, OpenClaw...) to 40+ AI Providers & 100+ Models
• 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...
• free-coding-models - Find, benchmark and install in CLI 200+ FREE coding LLM models across 20+ providers in real time

(11 projects)​

Average Heat_7: 321
Average Score: 80

• VibeVoice - Open-Source Frontier Voice AI
• impeccable - The design language that makes your AI harness better at design.
• ai-hedge-fund - An AI Hedge Fund Team
• Archon - The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable.
• Pixelle-Video - 🚀 AI 全自动短视频引擎 | AI Fully Automated Short Video Engine
• anything-llm - The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configuration.
• 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.
• tabby - Self-hosted AI coding assistant
• openclaw - Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
• posthog - 🦔 PostHog is an all-in-one developer platform for building successful products. We offer product analytics, web analytics, session replay, error tracking, feature flags, experimentation, surveys...
• TrendRadar - ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热�...

vision (2 projects)​

视觉类项目虽少（仅2个），却拥有极高的平均热度和评分，说明该领域一旦出现突破性项目，便能迅速吸引大量关注。

Average Heat_7: 2,649
Average Score: 306

• Open-Generative-AI - Uncensored, open-source alternative to Higgsfield AI, Freepik AI, Krea AI, Openart AI — Free, unrestricted AI image & video generation studio with 200+ models (Flux, Midjourney, Kling, Sora, Veo)...
• ppt-master - AI generates natively editable PPTX from any document — real PowerPoint shapes, not images — no design skills needed

rag (2 projects)​

与Vision类似，RAG（检索增强生成）项目数量不多，但热度很高，反映了市场对高效、可靠的RAG框架的持续渴求。

Average Heat_7: 1,319
Average Score: 66

• RAG-Anything - "RAG-Anything: All-in-One RAG Framework"
• 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.

infra (1 projects)​

基础设施类别项目稀少且热度较低，可能意味着该领域的创新更集中在少数成熟项目上，新项目难以突围。

Average Heat_7: 0
Average Score: 5

• mistral.rs - Fast, flexible LLM inference

Dark Horse Projects​

本期黑马项目（高分项目）呈现出两种主要模式：一种是像hermes-agent那样在30天内积累了巨大热度但近期热度回落的成熟项目；另一种则是如pi-mono和multica这样近期（7天内）才爆发式增长的新星。这表明，一个项目的影响力（score）并不仅仅由短期热度决定，其长期积累或爆发潜力同样重要。

Repository	Score	Heat_30	Heat_7	Category
hermes-agent	349	104,773	0	agent
everything-claude-code	197	59,272	0	agent
claude-mem	304	27,436	4,967	agent
rtk	342	22,248	6,250	llm
codex	151	10,717	0	agent
marketingskills	148	8,393	2,821	llm
GenericAgent	147	6,534	2,936	agent
Open-Generative-AI	516	6,030	3,448	vision
RAG-Anything	127	4,201	2,639	rag
camofox-browser	100	2,293	0	agent
pi-mono	450	0	3,173	agent
GitNexus	420	0	0	agent
openclaw	376	0	0
opencode	307	0	0	agent
multica	209	0	4,882	agent
posthog	202	0	0
ruflo	153	0	0	agent
claude-context	151	0	3,537	agent
TrendRadar	135	0	3,153

Consecutive Appearances​

榜单上出现了大量“常客”项目，如已上榜14周的openai/codex，这说明AI领域虽然日新月异，但一些核心的、高质量的项目能够持续保持其影响力和社区关注度。这些项目的存在为开发者提供了一个相对稳定的技术基石。

Repository	Weeks in Top	Category	Current Heat_7
hermes-agent	8	agent	0
everything-claude-code	6	agent	0
claude-mem	3	agent	4,967
VibeVoice	5		0
codex	14	agent	0
onyx	5	llm	0
goose	3	agent	0
impeccable	8		0
marketingskills	7	llm	2,821
ai-hedge-fund	8		0
GenericAgent	2	agent	2,936
Archon	3		0
new-api	5	llm	0
Open-Generative-AI	3	vision	3,448
claude-skills	6	llm	0
evolver	2	agent	1,512
fff.nvim	5	agent	0
claudian	3	llm	0
AI-Scientist-v2	2	agent	0
qwen-code	2	agent	0
anything-llm	2		0
camofox-browser	3	agent	0
OmniRoute	2	llm	0
9router	6	llm	489
forgecode	3	llm	0
one-api	7	llm	0
memvid	4	rag	0
bifrost	4		381
pi-mono	2	agent	3,173
multica	3	agent	4,882
ruflo	2	agent	0

Highlighted Repositories​

NousResearch/hermes-agent​

作为榜首项目，'hermes-agent' 是智能体领域的标杆。数据显示其在30天内积累了极高的热度（104773），但近7天热度为0，这可能暗示其近期没有重大更新，但其长期积累的影响力依然使其稳坐榜首。

rtk-ai/rtk​

该项目是Rust在AI领域兴起的典型代表。它作为一个命令行工具，精准解决了开发者在使用LLM时遇到的“token消耗”痛点，其实用性和高性能特性使其获得了很高的评分（342）。

Anil-matcha/Open-Generative-AI​

这个视觉类项目以其极高的评分（516）成为本期最亮眼的黑马之一。它明确地将自己定位为多个商业AI平台的开源、无审查替代品，并支持自托管，这精准地抓住了开源社区对数据隐私和创作自由的核心诉求。

badlogic/pi-mono​

此项目虽然总排名不高（42），但其极高的评分（450）和近7天内爆发式的热度（3173）显示出巨大的潜力。它提供了一个全面的AI智能体工具包，而非单一功能，预示着AI开发正从单一工具向集成化平台演进。

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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: 2026-04-27T00:39:08Z

Report Date: 2026-03-02
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

根据数据显示，近期GitHub AI开源项目的趋势高度集中在“AI Agent”领域。Agent的应用、基础设施和生态工具是当前最核心的增长驱动力。同时，为了追求性能与安全，使用Rust、Go等系统级编程语言构建AI基础设施的趋势也日益明显。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	openclaw		typescript	0	106,934	1,996
2	shannon	agent	typescript	0	21,789	72
3	claude-mem	agent	typescript	0	16,380	54
4	pi-mono	agent	typescript	3,773	13,950	208
5	langextract	llm	python	0	10,338	34
6	PageIndex	rag	python	3,722	8,144	186
7	dexter	agent	typescript	0	7,344	24
8	memU	agent	python	0	5,200	211
9	codex	agent	rust	0	4,508	15
10	chrome-devtools-mcp	agent	typescript	0	4,254	14
11	AstrBot	llm	python	0	3,078	10
12	litellm	llm	python	0	2,500	8
13	TradingAgents	agent	python	0	2,263	7
14	ruvector		rust	1,776	1,961	82
15	superset	agent	typescript	0	1,612	238
16	agents	agent	typescript	776	1,350	37
17	meetily		rust	0	550	1
18	agent-deck	llm	go	0	538	1
19	screenpipe		rust	0	480	1
20	rig	llm	rust	111	448	6
21	skills	agent	javascript	0	429	1
22	pi-skills	agent	javascript	124	403	6
23	google_workspace_mcp		python	0	341	1
24	atlassian-mcp-server	agent	javascript	21	91	1
25	OpenSandbox	agent	python	2,012	0	793
26	skills	agent	python	6,949	0	734
27	ruflo	agent	typescript	2,786	0	579
28	GitNexus	agent	typescript	5,791	0	248
29	Agent-Skills-for-Context-Engineering	agent	python	4,368	0	187
30	MobileAgent	agent	python	408	0	131
31	ai-guide	llm	javascript	1,442	0	131
32	claude-scientific-skills	agent	python	0	0	113
33	pentagi	agent	go	2,280	0	97
34	agents	agent	python	0	0	94
35	beads	agent	go	0	0	81
36	agent-skills	agent	javascript	0	0	78
37	Vision-Agents	agent	python	0	0	72
38	OpenBB	agent	python	1,577	0	67
39	claudian	llm	typescript	0	0	38
40	crewAI	agent	python	0	0	37
41	cherry-studio	agent	typescript	0	0	30
42	plano	agent	rust	685	0	29
43	manifest	llm	typescript	0	0	27
44	lobehub	agent	typescript	0	0	25
45	keploy	agent	go	468	0	20
46	monty		rust	0	0	19
47	opik	llm	python	0	0	18
48	servo	rag	rust	0	0	17
49	anything-llm	agent	javascript	405	0	17
50	nofx		go	219	0	9

Category Breakdown​

(7 projects)​

未分类项目占据一定数量，表明AI领域的新概念和交叉方向仍在不断涌现，探索新的可能性。

Average Heat_7: 285
Average Score: 301

• openclaw - Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
• ruvector - RuVector is a High Performance, Real-Time, Self-Learning, Vector Graph Neural Network, and Database built in Rust.
• meetily - Privacy first, AI meeting assistant with 4x faster Parakeet/Whisper live transcription, speaker diarization, and Ollama summarization built on Rust. 100% local processing. no cloud required. Meetil...
• screenpipe - screenpipe turns your computer into a personal AI that knows everything you've done. record. search. automate. all local, all private, all yours.
• google_workspace_mcp - Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
• monty - A minimal, secure Python interpreter written in Rust for use by AI
• nofx - AI Trading OS: Multi-AI, multi-exchange trading infrastructure with Strategy Studio.

agent (32 projects)​

Agent是绝对的主导类别，项目数量（32个）和平均热度（1013）均遥遥领先，覆盖编码、金融、安全等多个场景，显示出其广泛的应用探索和落地潜力。

Average Heat_7: 1,013
Average Score: 135

• shannon - Fully autonomous AI hacker to find actual exploits in your web apps. Shannon has achieved a 96.15% success rate on the hint-free, source-aware XBOW Benchmark.
• 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 ...
• pi-mono - AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
• dexter - An autonomous agent for deep financial research
• memU - Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot).
• codex - Lightweight coding agent that runs in your terminal
• chrome-devtools-mcp - Chrome DevTools for coding agents
• TradingAgents - TradingAgents: Multi-Agents LLM Financial Trading Framework
• superset - IDE for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
• agents - Build and deploy AI Agents on Cloudflare
• skills - A collection of AI agent skills for working with Expo projects and Expo Application Services
• pi-skills - Skills for pi coding agent (compatible with Claude Code and Codex CLI)
• atlassian-mcp-server - Remote MCP Server that securely connects Jira and Confluence with your LLM, IDE, or agent platform of choice.
• 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 - Public repository for Agent Skills
• 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...
• 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 ...
• 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...
• MobileAgent - Mobile-Agent: The Powerful GUI Agent Family
• claude-scientific-skills - A set of ready to use Agent Skills for research, science, engineering, analysis, finance and writing.
• pentagi - ✨ Fully autonomous AI Agents system capable of performing complex penetration testing tasks
• agents - Intelligent automation and multi-agent orchestration for Claude Code
• beads - Beads - A memory upgrade for your coding agent
• agent-skills - Vercel's official collection of agent skills
• Vision-Agents - Open Vision Agents by Stream. Build Vision Agents quickly with any model or video provider. Uses Stream's edge network for ultra-low latency.
• OpenBB - Financial data platform for analysts, quants and AI agents.
• crewAI - Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
• cherry-studio - AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs
• plano - Plano is an AI-native proxy server and data plane for agentic apps - centralizing orchestration, safety, observability, and smart LLM routing so you can ship agents faster.
• lobehub - The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collaboratio...
• keploy - API, Integration, E2E Testing Agent for Developers that actually work. Generate tests, mocks/stubs for your APIs!
• anything-llm - The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.

llm (9 projects)​

LLM相关项目热度相对平稳，趋势更多地指向对大模型的应用层封装、代理和工具化，而非基础模型研究本身。

Average Heat_7: 172
Average Score: 30

• langextract - A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
• AstrBot - Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
• litellm - Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthr...
• agent-deck - Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
• rig - ⚙️🦀 Build modular and scalable LLM Applications in Rust
• ai-guide - 程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享大模型选择指南（DeepSeek / GPT / Gemini / Claude）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（...
• claudian - An Obsidian plugin that embeds Claude Code as an AI collaborator in your vault
• manifest - Smart LLM routing for OpenClaw. Cut Costs up to 70%
• opik - Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

rag (2 projects)​

RAG类别虽然项目不多（2个），但平均热度（1861）位居榜首，这表明该领域正涌现出备受关注的关键技术创新，例如“无向量RAG”。

Average Heat_7: 1,861
Average Score: 101

• PageIndex - 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
• servo - Servo aims to empower developers with a lightweight, high-performance alternative for embedding web technologies in applications.

Dark Horse Projects​

“黑马”项目（得分高的新项目）普遍展现出近7日内热度的急剧攀升。例如，alibaba/OpenSandbox 和 anthropics/skills 的热度几乎完全集中在最近一周，这表明拥有大厂背景或与热门模型（如Claude）强相关的项目能够迅速获得社区的高度关注。Agent的安全执行环境（沙箱）和能力扩展（Skills）是当前开发者社区关注的焦点。

Repository	Score	Heat_30	Heat_7	Category
openclaw	1,996	106,934	0
pi-mono	208	13,950	3,773	agent
PageIndex	186	8,144	3,722	rag
memU	211	5,200	0	agent
superset	238	1,612	0	agent
OpenSandbox	793	0	2,012	agent
skills	734	0	6,949	agent
ruflo	579	0	2,786	agent
GitNexus	248	0	5,791	agent
Agent-Skills-for-Context-Engineering	187	0	4,368	agent
MobileAgent	131	0	408	agent
ai-guide	131	0	1,442	llm
claude-scientific-skills	113	0	0	agent

Consecutive Appearances​

多个项目（如 openclaw/openclaw, anthropics/skills）连续数周上榜，证明它们不仅拥有初期的爆发热度，也具备吸引社区持续关注的长期价值。部分项目近期热度下降（如 openclaw），可能意味着其发展已从爆发期过渡到稳定期；而另一些项目（如 anthropics/skills）则热度不减，显示其发展势头仍在加速。

Repository	Weeks in Top	Category	Current Heat_7
openclaw	6		0
shannon	6	agent	0
claude-mem	6	agent	0
pi-mono	6	agent	3,773
langextract	4	llm	0
PageIndex	6	rag	3,722
dexter	6	agent	0
memU	6	agent	0
codex	6	agent	0
chrome-devtools-mcp	3	agent	0
AstrBot	2	llm	0
litellm	2	llm	0
superset	2	agent	0
agents	2	agent	776
agent-deck	2	llm	0
screenpipe	3		0
rig	2	llm	111
skills	2	agent	0
skills	6	agent	6,949
GitNexus	2	agent	5,791
pentagi	2	agent	2,280
OpenBB	2	agent	1,577
lobehub	2	agent	0
keploy	2	agent	468
nofx	2		219

Highlighted Repositories​

alibaba/OpenSandbox​

该项目由阿里巴巴推出，专注于为AI应用提供通用的沙箱平台。其高分和近期爆发的热度反映出市场对于安全、可控地执行AI Agent代码的强烈需求。随着Agent能力增强，如何管理其执行风险已成为一个关键的基础设施问题，而OpenSandbox正为此提供了一个解决方案。

VectifyAI/PageIndex​

此项目是RAG领域的显著技术创新，提出了“无向量、基于推理”的新范式。在传统RAG严重依赖向量搜索的背景下，这种新方法获得了社区的高度关注。其高热度表明，开发者正在积极探索超越纯向量检索、能支持更复杂逻辑推理的下一代RAG技术。

anthropics/skills​

作为Anthropic官方发布的Agent技能库，该项目持续保持极高热度。这不仅体现了Claude模型在开发者社区中的强大影响力，也揭示了“Agent Skill”作为模块化、可复用的能力单元，已成为扩展Agent功能、构建复杂应用生态的核心模式。

pydantic/monty​

该项目使用Rust为AI专门重写了一个安全、轻量的Python解释器，直接应对AI Agent在执行代码时面临的核心安全挑战。这代表了一个重要趋势：随着AI Agent被赋予更大的自主权，其运行环境的安全性、隔离性和资源可控性正成为基础设施层面的关键考量。

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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=infra, agent, llm, rag, vision, int=50)

---

Generated at: 2026-03-02T00:27:27Z

Report Date: 2026-03-09
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

根据截至2026年3月9日的30天数据显示，GitHub AI开源领域的趋势明显由“Agent”类项目主导，无论在项目数量还是近期热度上都占据绝对优势。在技术栈方面，TypeScript和Python是开发者首选的编程语言，Rust也显示出强劲的势头。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	openclaw		typescript	0	106,172	3,115
2	shannon	agent	typescript	6,900	21,399	367
3	pi-mono	agent	typescript	0	13,206	44
4	langextract	llm	python	0	10,002	33
5	learn-claude-code	agent	typescript	3,901	7,115	530
6	PageIndex	rag	python	0	6,730	22
7	OpenSandbox	agent	python	3,959	5,821	189
8	dexter	agent	typescript	0	5,134	17
9	chrome-devtools-mcp	agent	typescript	0	4,669	15
10	codex	agent	rust	1,437	4,637	195
11	superset	agent	typescript	3,132	4,374	148
12	AstrBot	agent	python	0	4,182	13
13	OpenViking	agent	python	0	3,991	13
14	monty		rust	0	3,860	12
15	gh-aw	agent	go	0	3,547	11
16	litellm	llm	python	0	2,821	9
17	ruvector		rust	753	2,682	41
18	claudian	llm	typescript	468	1,385	24
19	agents	agent	typescript	0	1,360	4
20	SillyTavern	llm	javascript	366	1,245	47
21	qdrant		rust	0	780	2
22	agent-deck	llm	go	235	697	12
23	bifrost		go	0	673	2
24	ai-dev-kit	agent	python	0	636	2
25	meetily		rust	0	565	1
26	rig	llm	rust	0	485	1
27	skills	agent	javascript	126	463	6
28	screenpipe		rust	0	452	1
29	google_workspace_mcp		python	0	414	1
30	pi-skills	agent	javascript	0	372	1
31	page-agent	agent	typescript	0	0	429
32	skills	agent	python	7,152	0	306
33	impeccable		javascript	0	0	265
34	Qwen-Agent	agent	python	1,735	0	228
35	GitNexus	agent	typescript	3,952	0	169
36	ai-hedge-fund		python	0	0	165
37	agent-skills	agent	javascript	707	0	145
38	ruflo	agent	typescript	2,922	0	125
39	beads	agent	go	0	0	100
40	worktrunk	agent	rust	591	0	59
41	webnovel-writer	llm	python	0	0	56
42	agentscope	agent	python	1,163	0	49
43	Flowise	agent	typescript	1,105	0	47
44	AReaL	agent	python	969	0	41
45	openai-cua-sample-app	agent	typescript	0	0	41
46	claude-hud	agent	javascript	327	0	41
47	hermes-agent	agent	python	941	0	40
48	goose	agent	rust	842	0	36
49	anything-llm		javascript	715	0	30
50	LMCache	llm	python	632	0	27

Category Breakdown​

(11 projects)​

未分类项目（11个）同样值得关注，其中包含了像openclaw（个人AI助手）和qdrant（向量数据库）等基础工具，这些项目跨越了单一的技术标签。

Average Heat_7: 133
Average Score: 330

• openclaw - Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
• monty - A minimal, secure Python interpreter written in Rust for use by AI
• ruvector - RuVector is a High Performance, Real-Time, Self-Learning, Vector Graph Neural Network, and Database built in Rust.
• qdrant - Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
• 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.
• meetily - Privacy first, AI meeting assistant with 4x faster Parakeet/Whisper live transcription, speaker diarization, and Ollama summarization built on Rust. 100% local processing. no cloud required. Meetil...
• screenpipe - screenpipe turns your computer into a personal AI that knows everything you've done. record. search. automate. all local, all private, all yours.
• google_workspace_mcp - Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool
• impeccable - The design language that makes your AI harness better at design.
• ai-hedge-fund - An AI Hedge Fund Team
• anything-llm - The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configration.

agent (30 projects)​

Agent是当前最热门的赛道，占据了榜单中30个席位，其平均热度（1395.37）远超其他类别，表明构建自主代理、编码助手和Agent框架是当前开源AI创新的核心。

Average Heat_7: 1,395
Average Score: 113

• shannon - Shannon Lite is a fully autonomous AI pentester for web apps and APIs. 96.15% (100/104 exploits) on a hint-free, source-aware variant of the XBOW benchmark.
• pi-mono - AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
• learn-claude-code - Bash is all you need - A nano Claude Code–like agent, built from 0 to 1
• 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...
• dexter - An autonomous agent for deep financial research
• chrome-devtools-mcp - Chrome DevTools for coding agents
• codex - Lightweight coding agent that runs in your terminal
• superset - IDE for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine
• AstrBot - Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
• 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...
• gh-aw - GitHub Agentic Workflows
• agents - Build and deploy AI Agents on Cloudflare
• ai-dev-kit - Databricks Toolkit for Coding Agents provided by Field Engineering
• skills - A collection of AI agent skills for working with Expo projects and Expo Application Services
• pi-skills - Skills for pi coding agent (compatible with Claude Code and Codex CLI)
• page-agent - JavaScript in-page GUI agent. Control web interfaces with natural language.
• skills - Public repository for Agent Skills
• Qwen-Agent - Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.
• 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 ...
• agent-skills - Collection of Apify Agent Skills
• 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...
• beads - Beads - A memory upgrade for your coding agent
• worktrunk - Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows
• agentscope - Build and run agents you can see, understand and trust.
• Flowise - Build AI Agents, Visually
• AReaL - Lightning-Fast RL for LLM Reasoning and Agents. Made Simple & Flexible.
• openai-cua-sample-app - Learn how to use CUA (our Computer Using Agent) via the API on multiple computer environments.
• claude-hud - A Claude Code plugin that shows what's happening - context usage, active tools, running agents, and todo progress
• hermes-agent - The agent that grows with you
• goose - an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

llm (8 projects)​

LLM领域虽然仍有8个项目上榜，但热度（212.6）远低于Agent，这可能反映出开发重点正从基础模型转向更高层次的应用框架和工具。

Average Heat_7: 212
Average Score: 26

• langextract - A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
• litellm - Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthr...
• claudian - An Obsidian plugin that embeds Claude Code as an AI collaborator in your vault
• SillyTavern - LLM Frontend for Power Users.
• agent-deck - Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
• rig - ⚙️🦀 Build modular and scalable LLM Applications in Rust
• webnovel-writer - 基于 Claude Code 的长篇网文辅助创作系统，解决 AI 写作中的「遗忘」和「幻觉」问题，支持 200 万字量级 连载创作。
• LMCache - Supercharge Your LLM with the Fastest KV Cache Layer

rag (1 projects)​

RAG类别仅有一个项目，且近期热度为零，这表明RAG可能正从一个独立的趋势领域，演变为大型Agent或LLM框架中的一个集成功能。

Average Heat_7: 0
Average Score: 22

• PageIndex - 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Dark Horse Projects​

“黑马项目”榜单揭示了一批近期获得极高关注度（score）的新兴项目。其中既有阿里巴巴（OpenSandbox）和Anthropic（skills）等巨头的作品，也有独立的创新项目，显示出Agent工具链的快速发展和激烈竞争。这些项目热度的突发性（例如anthropics/skills近期热度极高）表明该领域创新迭代速度非常快。

Repository	Score	Heat_30	Heat_7	Category
openclaw	3,115	106,172	0
shannon	367	21,399	6,900	agent
learn-claude-code	530	7,115	3,901	agent
OpenSandbox	189	5,821	3,959	agent
codex	195	4,637	1,437	agent
superset	148	4,374	3,132	agent
page-agent	429	0	0	agent
skills	306	0	7,152	agent
impeccable	265	0	0
Qwen-Agent	228	0	1,735	agent
GitNexus	169	0	3,952	agent
ai-hedge-fund	165	0	0
agent-skills	145	0	707	agent
ruflo	125	0	2,922	agent
beads	100	0	0	agent

Consecutive Appearances​

“常青树项目”列表则反映了市场的持续兴趣。像openclaw/openclaw和KeygraphHQ/shannon等项目连续7周上榜，说明它们已不仅仅是短期热点，而是建立了稳固的用户和社区基础。这些项目的稳定性对于生态系统中的其他开发者至关重要。

Repository	Weeks in Top	Category	Current Heat_7
openclaw	7		0
shannon	7	agent	6,900
pi-mono	7	agent	0
langextract	5	llm	0
PageIndex	7	rag	0
OpenSandbox	2	agent	3,959
dexter	7	agent	0
chrome-devtools-mcp	4	agent	0
codex	7	agent	1,437
superset	3	agent	3,132
AstrBot	3	agent	0
monty	2		0
litellm	3	llm	0
ruvector	2		753
claudian	2	llm	468
agents	3	agent	0
agent-deck	3	llm	235
meetily	2		0
rig	3	llm	0
skills	3	agent	126
screenpipe	4		0
google_workspace_mcp	2		0
pi-skills	2	agent	0
skills	7	agent	7,152
GitNexus	3	agent	3,952
ruflo	2	agent	2,922
beads	2	agent	0
anything-llm	2		715

Highlighted Repositories​

openclaw/openclaw​

该项目以极高的分数（3115）和30日热度（106172）位居榜首，定位为个人AI助手，代表了Agent技术的一个重要应用方向。尽管近7日热度为零，其巨大的存量关注度使其成为本周期内无可争议的领导者。

KeygraphHQ/shannon​

作为排名第二的Agent项目，shannon专注于自主AI网络渗透测试，这是一个高度专业化且价值明确的应用场景。其持续的高热度（6900）表明市场对特定领域Agent解决方案的强烈需求。

alibaba/OpenSandbox​

由阿里巴巴推出的OpenSandbox解决了AI Agent应用中的一个关键痛点：安全执行环境。作为一个通用的沙盒平台，它为编码、评估和训练等场景提供了基础支持，其高涨的近期热度（3959）反映了该基础设施的重要性。

anthropics/skills​

尽管总排名不高，但该项目由核心AI公司Anthropic发布，且近7日热度（7152）极高，这通常预示着一个重要的新技术或框架的发布。它专注于Agent技能，是未来最值得关注的项目之一。

pydantic/monty​

此项目是一个用Rust编写的、用于AI的极简安全Python解释器。它代表了AI领域的一个重要子趋势：为支持AI应用而构建高性能、安全的基础设施，尤其是在AI Agent需要执行代码的场景下。

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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: 2026-03-09T00:28:00Z

Report Date: 2026-03-16
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

根据过去30天的数据分析，GitHub AI领域的开源项目趋势明确指向了“Agent”这一核心主题。Agent类项目在数量、综合评分和持续热度上均占据主导地位，显示出该方向已成为当前AI技术落地和创新的主要焦点。在技术栈方面，TypeScript和Python是主流开发语言，同时Rust和Go等高性能语言在基础设施项目中也扮演着重要角色。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	openclaw		typescript	0	121,912	406
2	pi-mono	agent	typescript	0	11,873	302
3	shannon	agent	typescript	0	11,531	38
4	learn-claude-code	agent	typescript	4,067	10,552	732
5	OpenViking	agent	python	6,514	10,104	1,434
6	AstrBot	llm	python	5,041	8,989	246
7	agent-browser	agent	rust	2,349	8,198	327
8	OpenSandbox	agent	python	0	6,794	22
9	BitNet	llm	python	6,028	6,368	279
10	marketingskills	agent	javascript	1,746	5,842	94
11	promptfoo	llm	typescript	5,337	5,808	248
12	superset	agent	typescript	0	5,429	18
13	codex	agent	rust	1,663	5,304	88
14	skills	agent	typescript	0	4,377	14
15	notebooklm-py	agent	python	2,266	3,864	109
16	ai-hedge-fund		python	2,322	3,375	110
17	litellm	llm	python	0	3,190	10
18	RuVector		rust	0	2,955	9
19	rowboat		typescript	0	2,808	9
20	anything-llm		javascript	0	1,794	5
21	gh-aw	agent	go	0	1,610	5
22	agents	agent	typescript	0	1,337	4
23	SillyTavern	llm	javascript	0	1,335	4
24	worktrunk	agent	rust	405	1,270	21
25	oh-my-pi	agent	typescript	0	1,215	4
26	cli	agent	go	0	1,193	3
27	one-api	llm	javascript	364	968	18
28	qdrant		rust	0	927	3
29	agent-deck	llm	go	0	731	2
30	figma-console-mcp		typescript	0	678	2
31	ai-dev-kit	agent	python	0	628	2
32	rig	llm	rust	189	574	10
33	mcp_excalidraw	llm	javascript	0	539	1
34	docker-agent	agent	go	394	487	18
35	skills	agent	javascript	0	447	1
36	firecrawl-mcp-server	llm	javascript	0	288	0
37	atlassian-mcp-server	agent	javascript	0	119	0
38	impeccable		javascript	7,077	0	684
39	page-agent	agent	typescript	6,971	0	631
40	InsForge	agent	typescript	0	0	309
41	GitNexus	agent	typescript	0	0	270
42	deepagents	agent	python	0	0	266
43	hermes-agent	agent	python	5,152	0	220
44	dimos	agent	python	0	0	193
45	cognee	agent	python	0	0	162
46	hindsight	agent	python	1,564	0	123
47	project-nomad		typescript	0	0	123
48	chrome-devtools-mcp	agent	typescript	0	0	111
49	Fabric		go	0	0	90
50	plannotator	agent	typescript	0	0	42

Category Breakdown​

(10 projects)​

未分类项目（10个）涵盖了AI基础设施（如向量数据库qdrant）和创新的AI应用（如ai-hedge-fund），它们作为AI生态系统的支撑和延伸，虽然热度稍逊，但同样是不可或缺的组成部分。

Average Heat_7: 939
Average Score: 144

• openclaw - Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
• 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.
• rowboat - Open-source AI coworker, with memory
• anything-llm - The all-in-one AI productivity accelerator. On device and privacy first with no annoying setup or configration.
• qdrant - Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
• figma-console-mcp - Your design system as an API. Connect AI to Figma for extraction, creation, and debugging.
• impeccable - The design language that makes your AI harness better at design.
• 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.
• Fabric - Fabric is an open-source framework for augmenting humans using AI. It provides a modular system for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

agent (30 projects)​

Agent是本次趋势分析中绝对的核心，占据了Top 50榜单中的30个席位，并拥有最高的平均分（185.4分），表明该领域的项目不仅数量众多，而且影响力巨大，代表了AI领域最活跃的开发前沿。

Average Heat_7: 1,103
Average Score: 185

• pi-mono - AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
• shannon - Shannon Lite is an autonomous, white-box AI pentester for web applications and APIs. It analyzes your source code, identifies attack vectors, and executes real exploits to prove vulnerabilities bef...
• learn-claude-code - Bash is all you need - A nano Claude Code–like agent, built from 0 to 1
• 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...
• agent-browser - Browser automation CLI for AI agents
• 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...
• 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
• skills - The open agent skills tool - npx skills
• 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 ...
• gh-aw - GitHub Agentic Workflows
• agents - Build and deploy AI Agents on Cloudflare
• worktrunk - Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows
• oh-my-pi - ⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more
• cli - Entire is a new developer platform that hooks into your git workflow to capture AI agent sessions on every push, unifying your code with its context and reasoning.
• ai-dev-kit - Databricks Toolkit for Coding Agents provided by Field Engineering
• docker-agent - AI Agent Builder and Runtime by Docker Engineering
• skills - A collection of AI agent skills for working with Expo projects and Expo Application Services
• atlassian-mcp-server - Remote MCP Server that securely connects Jira and Confluence with your LLM, IDE, or agent platform of choice.
• page-agent - JavaScript in-page GUI agent. Control web interfaces with natural language.
• InsForge - Give agents everything they need to ship fullstack apps. The backend built for agentic development.
• 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 ...
• 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.
• hermes-agent - The agent that grows with you
• 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...
• cognee - Knowledge Engine for AI Agent Memory in 6 lines of code
• hindsight - Hindsight: Agent Memory That Learns
• chrome-devtools-mcp - Chrome DevTools for coding agents
• plannotator - Annotate and review coding agent plans and code diffs visually, share with your team, send feedback to agents with one click.

llm (10 projects)​

LLM相关项目虽然数量不多（10个），但拥有最高的平均近期热度（1695.9），这主要得益于像microsoft/BitNet这样的模型底层创新项目。这表明围绕大语言模型本身的基础研究和优化工具依然是社区关注的热点。

Average Heat_7: 1,695
Average Score: 81

• AstrBot - Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
• 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 ...
• litellm - Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthr...
• SillyTavern - LLM Frontend for Power Users.
• 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...
• agent-deck - Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more.
• rig - ⚙️🦀 Build modular and scalable LLM Applications in Rust
• 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.
• firecrawl-mcp-server - 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Dark Horse Projects​

本周期涌现出多匹高分“黑马”，凸显了AI领域的快速创新。其中，volcengine/OpenViking（Agent上下文数据库）、alibaba/page-agent（页面GUI Agent）和pbakaus/impeccable（AI设计语言）表现尤为突出。这些项目分别代表了Agent专用基础设施、人机交互自动化以及AI与设计结合等新兴方向，它们的迅速崛起预示着这些细分赛道可能成为下一阶段的增长点。

Repository	Score	Heat_30	Heat_7	Category
openclaw	406	121,912	0
pi-mono	302	11,873	0	agent
learn-claude-code	732	10,552	4,067	agent
OpenViking	1,434	10,104	6,514	agent
AstrBot	246	8,989	5,041	llm
agent-browser	327	8,198	2,349	agent
BitNet	279	6,368	6,028	llm
promptfoo	248	5,808	5,337	llm
notebooklm-py	109	3,864	2,266	agent
ai-hedge-fund	110	3,375	2,322
impeccable	684	0	7,077
page-agent	631	0	6,971	agent
InsForge	309	0	0	agent
GitNexus	270	0	0	agent
deepagents	266	0	0	agent
hermes-agent	220	0	5,152	agent
dimos	193	0	0	agent
cognee	162	0	0	agent
hindsight	123	0	1,564	agent
project-nomad	123	0	0
chrome-devtools-mcp	111	0	0	agent

Consecutive Appearances​

榜单上的“常客”项目进一步印证了Agent方向的长期性和稳定性。openclaw/openclaw、badlogic/pi-mono等项目已连续上榜8周之久，说明它们已成为开发者社区中的基础工具或重要参考。这些项目的持续热门表明，AI Agent并非短暂热潮，而是具有深远影响的技术范式，其生态正在逐步成熟和巩固。

Repository	Weeks in Top	Category	Current Heat_7
openclaw	8		0
pi-mono	8	agent	0
shannon	8	agent	0
learn-claude-code	2	agent	4,067
OpenViking	2	agent	6,514
AstrBot	4	llm	5,041
OpenSandbox	3	agent	0
superset	4	agent	0
codex	8	agent	1,663
ai-hedge-fund	2		2,322
litellm	4	llm	0
anything-llm	3		0
gh-aw	2	agent	0
agents	4	agent	0
SillyTavern	2	llm	0
worktrunk	2	agent	405
qdrant	2		0
agent-deck	4	llm	0
ai-dev-kit	2	agent	0
rig	4	llm	189
skills	4	agent	0
impeccable	2		7,077
page-agent	2	agent	6,971
GitNexus	4	agent	0
hermes-agent	2	agent	5,152
chrome-devtools-mcp	5	agent	0

Highlighted Repositories​

openclaw/openclaw​

该项目以极高的30天热度（121912）和连续8周上榜的记录稳居榜首，已成为AI Agent领域的标杆。作为一个跨平台的个人AI助理，它不仅自身热度高，还带动了生态发展，榜单上多个项目都围绕其进行构建或将其作为对标产品。尽管其最近7天热度为0，但这反映了其主要增长爆发期位于30天窗口的前段，其积累的巨大影响力使其地位依然稳固。

volcengine/OpenViking​

作为专为AI Agent设计的上下文数据库，OpenViking凭借其高达1434的评分和6514的近期热度，精准地切入了当前Agent开发中的核心痛点——状态和记忆管理。它通过文件系统的范式来统一管理上下文，为Agent实现长期记忆和技能演进提供了创新的解决方案，显示出Agent基础设施正在走向专业化和底层化。

microsoft/BitNet​

微软官方发布的1-bit大语言模型推理框架，近期热度（6028）极高，反映了业界对极致模型压缩和效率提升的强烈兴趣。该项目旨在从根本上降低LLM的算力和内存需求，是推动大模型在边缘设备和低资源环境中普及的关键技术探索，代表了LLM领域一个重要的前沿研究方向。

alibaba/page-agent​

阿里巴巴推出的page-agent是一个近期热度（6971）和评分（631）双高的黑马项目，专注于通过自然语言直接操控网页GUI。它解决了AI自动化与现有Web生态系统交互的“最后一公里”问题，是Agent技术在前端自动化和人机交互领域极具潜力的应用，预示着未来网页浏览和操作方式的变革。

promptfoo/promptfoo​

此项目是一个面向Prompt、Agent和RAG系统的测试评估工具，其高关注度表明AI开发正在进入更加成熟的工程化阶段。随着AI系统日趋复杂，对其进行系统性测试、红队评估和漏洞扫描的需求日益迫切，promptfoo的流行恰好满足了LLMOps领域对应用可靠性和安全性的核心诉求。

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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=vision, infra, agent, llm, rag, int=50)

---

Generated at: 2026-03-16T00:32:40Z

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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

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:

1. Sort by Heat_30 (descending)
2. Tie-break by Score (descending)
3. 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