4 posts tagged with "github"

Report Date: 2026-02-07
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

近期 GitHub AI 开源领域趋势明确，AI Agent（智能体）成为绝对焦点，占据了榜单的大部分席位。技术栈上，TypeScript 保持领先地位，而 Python 紧随其后。整体趋势显示，社区正集中力量构建和优化各类编码 Agent、Agent 记忆系统及协同工作流。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	openclaw		typescript	58,305	168,498	3,060
2	opencode	agent	typescript	0	48,566	161
3	skills	agent	python	0	30,541	449
4	oh-my-opencode	agent	typescript	0	19,658	65
5	claude-mem	agent	typescript	8,838	13,497	423
6	PageIndex	rag	python	3,051	9,233	161
7	vibe-kanban	agent	typescript	0	7,448	24
8	beads	agent	go	0	6,747	22
9	UI-TARS-desktop	agent	typescript	2,211	6,675	287
10	pi-mono	agent	typescript	3,892	6,290	187
11	dexter	agent	typescript	0	4,773	15
12	memU	agent	python	1,737	4,704	90
13	goose	agent	rust	0	4,610	15
14	codex	agent	rust	1,182	4,278	156
15	shannon	agent	typescript	3,560	4,246	2,046
16	context7	llm	typescript	0	4,084	13
17	openskills	agent	typescript	0	3,878	12
18	ChatLab	agent	typescript	0	3,045	10
19	crush	agent	go	0	2,881	9
20	UltraRAG	rag	python	0	2,726	9
21	BitNet	llm	python	1,159	2,725	58
22	kimi-cli	agent	python	932	2,368	47
23	supermemory		typescript	0	2,296	7
24	memvid	rag	rust	0	2,089	6
25	ralph-orchestrator	agent	rust	0	1,410	4
26	AIClient-2-API	llm	javascript	517	1,267	137
27	OpenAgentsControl	agent	typescript	0	1,188	3
28	claude-skills	llm	python	0	1,122	3
29	ext-apps		typescript	0	1,070	3
30	worktrunk	agent	rust	0	1,046	3
31	meeting-minutes		rust	0	641	2
32	bifrost	llm	go	0	547	1
33	agent-lightning	agent	python	2,270	0	97
34	cognee	agent	python	518	0	61
35	easy-dataset	llm	javascript	164	0	58
36	Auto-Claude	agent	typescript	0	0	54
37	Maestro	agent	typescript	1,123	0	48
38	upscayl	vision	typescript	0	0	46
39	mem0	agent	python	0	0	45
40	chrome-devtools-mcp	agent	typescript	0	0	43
41	RD-Agent		python	335	0	35
42	plano	agent	rust	0	0	33
43	1Panel	llm	go	0	0	25
44	refly	agent	typescript	0	0	23
45	review-prompts		python	486	0	20
46	vibetunnel	agent	typescript	477	0	20
47	AgentGPT	agent	typescript	0	0	9
48	UI-TARS	agent	python	196	0	8
49	axonhub	llm	go	201	0	8
50	kagent	agent	go	0	0	7

Category Breakdown​

rag (3 projects)​

检索增强生成（RAG）领域虽然项目不多（3个），但呈现出技术演进的趋势。项目如 PageIndex 探索“无向量、基于推理”的 RAG 方案，显示出对传统 RAG 架构的创新思考。

Average Heat_7: 1,017
Average Score: 58

• PageIndex - 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
• UltraRAG - UltraRAG v3: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
• 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.

llm (8 projects)​

大语言模型领域依然重要，有8个项目上榜。关注点主要集中在模型服务网关（如 bifrost）、高效推理框架（如微软的 BitNet）以及数据集构建工具（easy-dataset）。

Average Heat_7: 255
Average Score: 37

• context7 - Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
• BitNet - Official inference framework for 1-bit LLMs
• AIClient-2-API - Simulates Gemini CLI, Antigravity, Qwen Code, and Kiro client requests, compatible with the OpenAI API. It supports thousands of Gemini model requests per day and offers free use of the built-in Cl...
• claude-skills - A Collection of Skills for Claude Code and Claude AI for real-world Usage. Including Claude Code Subagents, Claude Code Commnads
• bifrost - Fastest LLM gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
• easy-dataset - A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval
• 1Panel - 🔥 1Panel offers an intuitive web interface for Linux server, making it easy to manage OpenClaw agents, LLMs, websites, databases, containers, files, and scheduled tasks.
• axonhub - ⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.

vision (1 projects)​

视觉领域在此次榜单中仅有一个项目（upscayl），表明与 Agent 相关的开发热度暂时超过了传统的 AI 视觉应用。

Average Heat_7: 0
Average Score: 46

• upscayl - 🆙 Upscayl - #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows.

(6 projects)​

该类别虽然项目少，但平均热度和评分极高，这主要是由排名第一的 openclaw/openclaw 项目驱动。这些项目通常是目标宏大的通用 AI 助手或底层框架。

Average Heat_7: 9,854
Average Score: 521

• openclaw - Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
• supermemory - Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.
• ext-apps - Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
• meeting-minutes - 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...
• RD-Agent - Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are commi...
• review-prompts - AI review prompts

agent (32 projects)​

智能体是本次趋势的核心，50个项目中独占32席。开发者对自主编码、金融研究、安全渗透等领域的 Agent 表现出极大热情，相关基础设施和工具链的开发异常活跃。

Average Heat_7: 841
Average Score: 139

• opencode - The open source coding agent.
• skills - Public repository for Agent Skills
• oh-my-opencode - The Best Agent Harness. Meet Sisyphus: The Batteries-Included Agent that codes like you.
• 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 ...
• vibe-kanban - Get 10X more out of Claude Code, Codex or any coding agent
• beads - Beads - A memory upgrade for your coding agent
• UI-TARS-desktop - The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
• 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).
• goose - an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
• codex - Lightweight coding agent that runs in your terminal
• 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.
• openskills - Universal skills loader for AI coding agents - npm i -g openskills
• ChatLab - A Local-first chat analysis tool: Relive your social memories powered by SQL and AI Agents. 本地化的聊天记录分析工具，通过 SQL 和 AI Agent 回顾你的社交记忆。
• crush - Glamourous agentic coding for all 💘
• kimi-cli - Kimi Code CLI is your next CLI agent.
• ralph-orchestrator - An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
• OpenAgentsControl - AI agent framework for plan-first development workflows with approval-based execution. Multi-language support (TypeScript, Python, Go, Rust) with automatic testing, code review, and validation buil...
• worktrunk - Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows
• agent-lightning - The absolute trainer to light up AI agents.
• cognee - Memory for AI Agents in 6 lines of code
• Auto-Claude - Autonomous multi-session AI coding
• Maestro - Agent Orchestration Command Center
• mem0 - Universal memory layer for AI Agents
• chrome-devtools-mcp - Chrome DevTools for coding agents
• plano - Delivery infrastructure for agentic apps - Plano is an AI-native proxy and data plane that offloads plumbing work, so you stay focused on your agent's core logic (via any AI framework).
• refly - The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark/Feishu · Skill...
• vibetunnel - Turn any browser into your terminal & command your agents on the go.
• AgentGPT - 🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
• UI-TARS - Pioneering Automated GUI Interaction with Native Agents
• kagent - Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

Dark Horse Projects​

“黑马”项目表现抢眼，特别是 openclaw/openclaw（得分 3060）和 KeygraphHQ/shannon（得分 2046），它们的得分远超其他项目。这表明其新颖的定位（个人 AI 助手、自主AI黑客）迅速获得了社区的高度关注和认可。此外，anthropics/skills 和 thedotmack/claude-mem 等项目也凭借其在 Agent 能力扩展和记忆方面的创新获得了强劲的初始动力。

Repository	Score	Heat_30	Heat_7	Category
openclaw	3,060	168,498	58,305
opencode	161	48,566	0	agent
skills	449	30,541	0	agent
claude-mem	423	13,497	8,838	agent
PageIndex	161	9,233	3,051	rag
UI-TARS-desktop	287	6,675	2,211	agent
pi-mono	187	6,290	3,892	agent
codex	156	4,278	1,182	agent
shannon	2,046	4,246	3,560	agent
AIClient-2-API	137	1,267	517	llm

Consecutive Appearances​

所有50个上榜项目均为连续上榜，这是一个非常强烈的信号，表明当前 AI Agent 的热潮并非昙花一现，而是正在形成稳固的技术趋势。社区对编码 Agent、Agent 记忆和任务编排等方向的兴趣正在持续巩固，相关项目获得了稳定的关注度。

Repository	Weeks in Top	Category	Current Heat_7
openclaw	2		58,305
opencode	2	agent	0
skills	2	agent	0
oh-my-opencode	2	agent	0
claude-mem	2	agent	8,838
PageIndex	2	rag	3,051
vibe-kanban	2	agent	0
beads	2	agent	0
UI-TARS-desktop	2	agent	2,211
pi-mono	2	agent	3,892
dexter	2	agent	0
memU	2	agent	1,737
goose	2	agent	0
codex	2	agent	1,182
shannon	2	agent	3,560
context7	2	llm	0
openskills	2	agent	0
ChatLab	2	agent	0
crush	2	agent	0
UltraRAG	2	rag	0
BitNet	2	llm	1,159
kimi-cli	2	agent	932
supermemory	2		0
memvid	2	rag	0
ralph-orchestrator	2	agent	0
AIClient-2-API	2	llm	517
OpenAgentsControl	2	agent	0
claude-skills	2	llm	0
ext-apps	2		0
worktrunk	2	agent	0
meeting-minutes	2		0
bifrost	2	llm	0
agent-lightning	2	agent	2,270
cognee	2	agent	518
easy-dataset	2	llm	164
Auto-Claude	2	agent	0
Maestro	2	agent	1,123
upscayl	2	vision	0
mem0	2	agent	0
chrome-devtools-mcp	2	agent	0
RD-Agent	2		335
plano	2	agent	0
1Panel	2	llm	0
refly	2	agent	0
review-prompts	2		486
vibetunnel	2	agent	477
AgentGPT	2	agent	0
UI-TARS	2	agent	196
axonhub	2	llm	201
kagent	2	agent	0

Highlighted Repositories​

openclaw/openclaw​

作为榜单的绝对领先者，其热度和得分远超其他项目。项目定位为“你自己的个人 AI 助手，支持任何操作系统和平台”，显示出其构建通用型智能体的宏大目标。它也是未分类项目中各项指标的绝对贡献者。

anomalyco/opencode​

该项目与 anthropics/skills 共同定义了本次趋势的核心主题——编码 Agent。opencode 是一个开源编码 Agent 的实现，虽然近期7日热度为0，但凭借在30天窗口期前段积累的巨大优势稳居高位，反映了市场对开源编码工具的强烈需求。

KeygraphHQ/shannon​

该项目因其独特的应用场景而备受关注——“全自主的 AI 黑客”，用于发现 Web 应用中的真实漏洞。其高达 2046 的分数说明，AI Agent 在网络安全这一垂直领域的高价值应用已引起了开发者的极大兴趣。

VectifyAI/PageIndex​

作为 RAG 领域的代表，该项目提出了“无向量、基于推理的 RAG”概念。这预示着 RAG 技术可能正从依赖向量相似度搜索，向结合更多逻辑推理能力的方向演进，是一个值得关注的技术信号。

bytedance/UI-TARS-desktop​

来自字节跳动的该项目，专注于“开源多模态 AI Agent 栈”，旨在实现自动化的 GUI 交互。这标志着 Agent 的能力正在从纯文本和代码环境，扩展到更复杂的图形用户界面操作，是 Agent 应用走向更广泛场景的关键一步。

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: 2026-02-07T15:47:04Z

Report Date: 2026-02-09
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

根据近30天的数据，GitHub AI领域的开源趋势显示，AI Agent项目占据绝对主导地位，在前50个项目中占据了27席。该领域创新活跃，有49个项目是新近创建的，显示出极快的迭代速度。在技术栈方面，TypeScript和Python是开发者最青睐的编程语言。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	openclaw		typescript	38,587	173,310	2,231
2	opencode	agent	typescript	0	45,981	153
3	skills	agent	python	0	30,302	101
4	oh-my-opencode	agent	typescript	0	17,955	59
5	claude-mem	agent	typescript	9,415	13,110	447
6	PageIndex	rag	python	2,712	9,236	147
7	shannon	agent	typescript	7,330	8,495	2,429
8	vibe-kanban	llm	typescript	0	6,888	22
9	UI-TARS-desktop	agent	typescript	2,337	6,847	122
10	pi-mono	agent	typescript	3,570	6,737	175
11	beads	agent	go	0	6,606	22
12	dexter	agent	typescript	2,796	6,309	764
13	memU	agent	python	1,612	4,846	85
14	goose	agent	rust	0	4,581	15
15	codex	agent	rust	1,310	4,396	70
16	agent-lightning	agent	python	1,456	4,171	76
17	context7	llm	typescript	0	3,981	13
18	ChatLab	agent	typescript	0	2,993	9
19	UltraRAG	rag	python	0	2,761	9
20	crush	agent	go	0	2,682	8
21	BitNet	llm	python	0	2,626	8
22	kimi-cli	agent	python	0	2,446	8
23	supermemory		typescript	0	2,298	7
24	memvid	rag	rust	0	1,426	4
25	ralph-orchestrator	agent	rust	0	1,337	4
26	OpenAgentsControl	agent	typescript	0	1,192	3
27	claude-skills	llm	python	0	1,149	3
28	ext-apps		typescript	0	1,088	3
29	worktrunk	agent	rust	0	962	3
30	chroma	rag	rust	0	714	2
31	meeting-minutes		rust	0	655	2
32	bifrost	llm	go	0	527	1
33	monty		rust	0	0	273
34	langextract	llm	python	0	0	262
35	transformer-explainer	llm	javascript	160	0	58
36	agents	agent	python	0	0	57
37	Maestro	agent	typescript	1,181	0	50
38	airweave	agent	python	0	0	37
39	easy-dataset	llm	javascript	222	0	33
40	nanoGPT	llm	python	0	0	24
41	cognee	agent	python	567	0	24
42	SparkyFitness		typescript	0	0	23
43	plano	agent	rust	0	0	18
44	RD-Agent		python	359	0	15
45	LocalAI	vision	go	0	0	15
46	gh-aw	agent	go	85	0	12
47	UI-TARS	agent	python	239	0	10
48	axonhub	llm	go	210	0	9
49	Acontext	agent	typescript	0	0	4

Category Breakdown​

llm (10 projects)​

大语言模型（LLM）领域依然是重要阵地（10个项目），但热度相对Agent较低，新项目多集中在模型应用、数据处理和推理优化等工具层面。

Average Heat_7: 59
Average Score: 43

• vibe-kanban - Get 10X more out of Claude Code, Codex or any coding agent
• context7 - Context7 MCP Server -- Up-to-date code documentation for LLMs and AI code editors
• BitNet - Official inference framework for 1-bit LLMs
• claude-skills - A Collection of Skills for Claude Code and Claude AI for real-world Usage. Including Claude Code Subagents, Claude Code Commnads
• bifrost - Fastest LLM gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
• langextract - A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
• transformer-explainer - Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization
• easy-dataset - A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval
• nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.
• axonhub - ⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.

vision (1 projects)​

计算机视觉（Vision）领域在本次趋势榜中表现较为边缘化，仅有1个项目上榜，关注度较低。

Average Heat_7: 0
Average Score: 15

• LocalAI - 🤖 The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, ...

(7 projects)​

少数未分类项目（7个）贡献了极高的平均热度，这主要是由排名第一的 openclaw/openclaw 等个别爆款项目拉动所致。

Average Heat_7: 5,563
Average Score: 364

• openclaw - Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
• supermemory - Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.
• ext-apps - Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
• meeting-minutes - 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...
• monty - A minimal, secure Python interpreter written in Rust for use by AI
• SparkyFitness - SparkyFitness: Built for Families. Powered by AI. Track food, fitness, water, and health — together.
• RD-Agent - Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are commi...

agent (27 projects)​

Agent是当前最热门的研发方向，项目数量（27个）和平均热度均遥遥领先，覆盖了从编码、研究到安全测试等多个应用场景。

Average Heat_7: 1,181
Average Score: 176

• opencode - The open source coding agent.
• skills - Public repository for Agent Skills
• oh-my-opencode - the best agent harness
• 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 ...
• 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.
• UI-TARS-desktop - The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
• pi-mono - AI agent toolkit: coding agent CLI, unified LLM API, TUI & web UI libraries, Slack bot, vLLM pods
• beads - Beads - A memory upgrade for your coding agent
• dexter - An autonomous agent for deep financial research
• memU - Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot).
• goose - an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
• codex - Lightweight coding agent that runs in your terminal
• agent-lightning - The absolute trainer to light up AI agents.
• ChatLab - A Local-first chat analysis tool: Relive your social memories powered by SQL and AI Agents. 本地化的聊天记录分析工具，通过 SQL 和 AI Agent 回顾你的社交记忆。
• crush - Glamourous agentic coding for all 💘
• kimi-cli - Kimi Code CLI is your next CLI agent.
• ralph-orchestrator - An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
• OpenAgentsControl - AI agent framework for plan-first development workflows with approval-based execution. Multi-language support (TypeScript, Python, Go, Rust) with automatic testing, code review, and validation buil...
• worktrunk - Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows
• agents - Intelligent automation and multi-agent orchestration for Claude Code
• Maestro - Agent Orchestration Command Center
• airweave - Open-source context retrieval layer for AI agents
• cognee - Memory for AI Agents in 6 lines of code
• plano - Delivery infrastructure for agentic apps - Plano is an AI-native proxy and data plane that offloads plumbing work, so you stay focused on your agent's core logic (via any AI framework).
• gh-aw - GitHub Agentic Workflows
• UI-TARS - Pioneering Automated GUI Interaction with Native Agents
• Acontext - Context Data Platform for AI Agents

rag (4 projects)​

检索增强生成（RAG）作为一个关键技术方向（4个项目），保持着一定的关注度，但整体项目数量和平均得分相对不高，显示出该领域仍在探索更成熟的解决方案。

Average Heat_7: 678
Average Score: 40

• PageIndex - 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
• UltraRAG - UltraRAG v3: A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
• 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.
• chroma - Open-source search and retrieval database for AI applications.

Dark Horse Projects​

本期榜单中出现了多匹“黑马”项目，它们凭借高分（score）获得了社区的高度认可。其中，openclaw/openclaw（得分2231）和KeygraphHQ/shannon（得分2429）不仅得分高，近期热度（heat_7）也非常活跃。另一些项目如pydantic/monty（得分273）和google/langextract（得分262）近期热度为零但得分很高，这可能归功于其背后知名组织的影响力和项目本身的基础价值。

Repository	Score	Heat_30	Heat_7	Category
openclaw	2,231	173,310	38,587
opencode	153	45,981	0	agent
skills	101	30,302	0	agent
claude-mem	447	13,110	9,415	agent
PageIndex	147	9,236	2,712	rag
shannon	2,429	8,495	7,330	agent
UI-TARS-desktop	122	6,847	2,337	agent
pi-mono	175	6,737	3,570	agent
dexter	764	6,309	2,796	agent
monty	273	0	0
langextract	262	0	0	llm

Consecutive Appearances​

大量项目（数据中列出38个）连续3周上榜，表明这些项目不仅仅是昙花一现，而是获得了持续的关注。值得注意的是，许多连续上榜的项目近期热度（current_heat_7）已降至零，这说明它们的热度高峰期可能已过，但凭借过去30天的累积影响力依然停留在榜单上。

Repository	Weeks in Top	Category	Current Heat_7
openclaw	3		38,587
opencode	3	agent	0
skills	3	agent	0
oh-my-opencode	3	agent	0
claude-mem	3	agent	9,415
PageIndex	3	rag	2,712
shannon	3	agent	7,330
vibe-kanban	3	llm	0
UI-TARS-desktop	3	agent	2,337
pi-mono	3	agent	3,570
beads	3	agent	0
dexter	3	agent	2,796
memU	3	agent	1,612
goose	3	agent	0
codex	3	agent	1,310
agent-lightning	3	agent	1,456
context7	3	llm	0
ChatLab	3	agent	0
UltraRAG	3	rag	0
crush	3	agent	0
BitNet	3	llm	0
kimi-cli	3	agent	0
supermemory	3		0
memvid	3	rag	0
ralph-orchestrator	3	agent	0
OpenAgentsControl	3	agent	0
claude-skills	3	llm	0
ext-apps	3		0
worktrunk	3	agent	0
meeting-minutes	3		0
bifrost	3	llm	0
Maestro	3	agent	1,181
easy-dataset	3	llm	222
cognee	3	agent	567
plano	3	agent	0
RD-Agent	3		359
UI-TARS	3	agent	239
axonhub	3	llm	210

Highlighted Repositories​

openclaw/openclaw​

作为榜单第一且热度与评分遥遥领先的项目，openclaw 反映了市场对个人化、跨平台AI助理的强烈需求。该项目使用TypeScript构建，体现了用Web技术栈构建复杂AI应用的趋势。其未被明确分类的特点可能暗示它是一个综合性平台，而非单一功能工具。

KeygraphHQ/shannon​

shannon 以其在自主网络安全领域的独特应用脱颖而出，专注于利用AI发现应用漏洞。其高达2429的评分表明它在安全和AI社区引起了巨大关注，这也是AI Agent从通用编码向专业化、高价值领域拓展的典型案例。

pydantic/monty​

pydantic/monty 排名不高且近期无热度，但其重要性不容忽视。该项目由知名团队Pydantic开发，旨在为AI Agent提供一个安全、轻量级的Python解释器，解决了AI安全执行代码的核心痛点。项目采用Rust编写，也反映了AI基础设施领域对性能和安全性的日益重视。

anomalyco/opencode​

opencode 作为榜单第二名，曾是AI编码代理领域的引领者。尽管其近期热度为零，但过去30天的高热度和连续上榜记录证明了其巨大的初期影响力。这种热度变化模式可能表明，该项目在经历爆发式增长后，已进入一个相对稳定的发展阶段。

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: 2026-02-09T00:29:12Z

Report Date: 2026-02-16
Analysis Window: 30 days
Languages Tracked: python, typescript, rust, go, javascript
Top N: 50

Overview​

根据2026年2月16日的数据，过去30天内GitHub上AI领域的开源趋势显示，AI Agent项目无论在数量还是社区活跃度上都占据了绝对主导地位。技术栈方面，Python和TypeScript是开发者的首选语言，反映了AI后端能力与前端交互集成的双重热点。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	openclaw		typescript	0	191,849	2,067
2	opencode	agent	typescript	0	35,045	116
3	skills	agent	python	0	28,927	96
4	shannon	agent	typescript	10,987	18,511	532
5	agent-skills	agent	javascript	0	15,160	50
6	claude-mem	agent	typescript	3,326	14,703	191
7	oh-my-opencode	agent	typescript	0	14,698	48
8	langextract	llm	python	7,964	11,965	381
9	pi-mono	agent	typescript	4,244	10,495	216
10	PageIndex	rag	python	0	9,831	32
11	dexter	agent	typescript	3,258	8,341	167
12	beads	agent	go	0	6,093	20
13	memU	agent	python	0	4,668	15
14	goose	agent	rust	0	4,628	15
15	codex	agent	rust	987	4,580	57
16	agent-lightning	agent	python	0	4,536	15
17	UltraRAG	rag	python	0	2,804	9
18	BitNet	llm	python	0	2,795	9
19	ChatLab	agent	typescript	0	2,661	8
20	kimi-cli	agent	python	0	2,605	8
21	claudian	llm	typescript	0	1,575	28
22	ralph-orchestrator	agent	rust	0	1,156	3
23	ext-apps		typescript	0	1,140	3
24	claude-skills	llm	python	0	1,135	3
25	worktrunk	agent	rust	0	961	3
26	screenpipe		rust	0	523	1
27	transformer-explainer	llm	javascript	0	341	1
28	agent-sandbox	agent	go	0	285	0
29	rowboat		typescript	0	0	481
30	chrome-devtools-mcp	agent	typescript	1,767	0	289
31	free-llm-api-resources	infra	python	2,925	0	254
32	gh-aw	agent	go	2,106	0	218
33	monty		rust	3,113	0	133
34	unstract	llm	python	0	0	129
35	letta-code	agent	typescript	0	0	115
36	RAG-Anything	rag	python	627	0	101
37	Personal_AI_Infrastructure	agent	typescript	2,102	0	90
38	open-webui		python	0	0	70
39	nanoGPT	llm	python	538	0	63
40	PocketFlow	agent	python	0	0	44
41	crush	agent	go	0	0	37
42	crawl4ai	llm	python	604	0	25
43	slime	llm	python	468	0	20
44	chroma	rag	rust	0	0	12
45	mistral-vibe	agent	python	0	0	10
46	postiz-app		typescript	0	0	10
47	ruvector	rag	rust	0	0	9
48	baserow	agent	python	193	0	8
49	claude-skills	llm	typescript	185	0	7
50	XcodeBuildMCP	agent	typescript	147	0	6

Category Breakdown​

llm (10 projects)​

LLM（大语言模型）相关项目是第二大类别，拥有10个项目，并保持着较高的平均热度，表明围绕基础模型的工具和应用开发依然强劲。

Average Heat_7: 975
Average Score: 66

• langextract - A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
• BitNet - Official inference framework for 1-bit LLMs
• claudian - An Obsidian plugin that embeds Claude Code as an AI collaborator in your vault
• claude-skills - A Collection of Skills for Claude Code and Claude AI for real-world Usage. Including Claude Code Subagents, Claude Code Commnads
• transformer-explainer - Transformer Explained Visually: Learn How LLM Transformer Models Work with Interactive Visualization
• unstract - No-code LLM Platform to launch APIs and ETL Pipelines to structure unstructured documents
• nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.
• crawl4ai - 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
• slime - slime is an LLM post-training framework for RL Scaling.
• claude-skills - Skills for Claude Code CLI such as full stack dev Cloudflare, React, Tailwind v4, and AI integrations.

rag (5 projects)​

RAG（检索增强生成）领域项目数量不多（5个），平均热度和得分相对较低，说明该方向虽然重要，但近期现象级的新项目较少。

Average Heat_7: 125
Average Score: 32

• PageIndex - 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
• UltraRAG - A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
• RAG-Anything - "RAG-Anything: All-in-One RAG Framework"
• chroma - Open-source search and retrieval database for AI applications.
• ruvector - A distributed vector database that learns. Store embeddings, query with Cypher, scale horizontally with Raft consensus, and let the index improve itself through Graph Neural Networks.

infra (1 projects)​

基础设施（infra）类别仅有1个项目，但其热度和得分数据极高，这由单个高价值资源集合类项目（free-llm-api-resources）拉动，属于异常值。

Average Heat_7: 2,925
Average Score: 254

• free-llm-api-resources - A list of free LLM inference resources accessible via API.

(7 projects)​

未分类项目（7个）的平均得分（395）显著高于其他类别，这可能意味着一些具有高影响力的新兴项目或跨领域工具（如排名第一的openclaw）难以被简单归类。

Average Heat_7: 444
Average Score: 395

• openclaw - Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
• ext-apps - Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
• screenpipe - screenpipe turns your computer into a personal AI that knows everything you've done. record. search. automate. all local, all private, all yours.
• rowboat - Open-source AI coworker, with memory
• monty - A minimal, secure Python interpreter written in Rust for use by AI
• open-webui - User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
• postiz-app - 📨 The ultimate social media scheduling tool, with a bunch of AI 🤖

agent (27 projects)​

AI Agent是本周期的绝对焦点，项目数量（27个）和平均热度（1078.4）均遥遥领先，显示出开发者社区在该领域的极高投入和活跃度。

Average Heat_7: 1,078
Average Score: 88

• opencode - The open source coding agent.
• skills - Public repository for Agent Skills
• 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.
• agent-skills - Vercel's official collection of agent 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 ...
• oh-my-opencode - the best agent harness
• 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
• beads - Beads - A memory upgrade for your coding agent
• memU - Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot).
• goose - an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM
• codex - Lightweight coding agent that runs in your terminal
• agent-lightning - The absolute trainer to light up AI agents.
• ChatLab - A Local-first chat analysis tool: Relive your social memories powered by SQL and AI Agents. 本地化的聊天记录分析工具，通过 SQL 和 AI Agent 回顾你的社交记忆。
• kimi-cli - Kimi Code CLI is your next CLI agent.
• ralph-orchestrator - An improved implementation of the Ralph Wiggum technique for autonomous AI agent orchestration
• worktrunk - Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows
• agent-sandbox - agent-sandbox enables easy management of isolated, stateful, singleton workloads, ideal for use cases like AI agent runtimes.
• chrome-devtools-mcp - Chrome DevTools for coding agents
• gh-aw - GitHub Agentic Workflows
• letta-code - The memory-first coding agent
• Personal_AI_Infrastructure - Agentic AI Infrastructure for magnifying HUMAN capabilities.
• PocketFlow - Pocket Flow: 100-line LLM framework. Let Agents build Agents!
• crush - Glamourous agentic coding for all 💘
• mistral-vibe - Minimal CLI coding agent by Mistral
• baserow - Build databases, automations, apps & agents with AI — no code. Open source platform available on cloud and self-hosted. GDPR, HIPAA, SOC 2 compliant. Best Airtable alternative.
• XcodeBuildMCP - A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Dark Horse Projects​

黑马项目中出现了得分（score）极高的项目，如 openclaw (2067分) 和 rowboat (481分)，即使它们近7日热度较低，也表明其已累积了大量的社区关注。另一些项目如 KeygraphHQ/shannon 和 google/langextract 则兼具高分和近期高热度，显示出持续增长的强劲潜力。

Repository	Score	Heat_30	Heat_7	Category
openclaw	2,067	191,849	0
opencode	116	35,045	0	agent
shannon	532	18,511	10,987	agent
claude-mem	191	14,703	3,326	agent
langextract	381	11,965	7,964	llm
pi-mono	216	10,495	4,244	agent
dexter	167	8,341	3,258	agent
rowboat	481	0	0
chrome-devtools-mcp	289	0	1,767	agent
free-llm-api-resources	254	0	2,925	infra
gh-aw	218	0	2,106	agent
monty	133	0	3,113
unstract	129	0	0	llm
letta-code	115	0	0	agent
RAG-Anything	101	0	627	rag

Consecutive Appearances​

上榜项目中存在大量的“常客”（29个），许多核心项目（如 openclaw, opencode, shannon）已连续4周上榜。这表明AI Agent领域的创新项目能够持续吸引社区关注，而非昙花一现。同时，部分项目近期热度虽有回落，但仍凭借前期积累的优势保持在榜单前列。

Repository	Weeks in Top	Category	Current Heat_7
openclaw	4		0
opencode	4	agent	0
skills	4	agent	0
shannon	4	agent	10,987
claude-mem	4	agent	3,326
oh-my-opencode	4	agent	0
langextract	2	llm	7,964
pi-mono	4	agent	4,244
PageIndex	4	rag	0
dexter	4	agent	3,258
beads	4	agent	0
memU	4	agent	0
goose	4	agent	0
codex	4	agent	987
agent-lightning	4	agent	0
UltraRAG	4	rag	0
BitNet	4	llm	0
ChatLab	4	agent	0
kimi-cli	4	agent	0
ralph-orchestrator	4	agent	0
ext-apps	4		0
claude-skills	4	llm	0
worktrunk	4	agent	0
transformer-explainer	2	llm	0
gh-aw	2	agent	2,106
monty	2		3,113
nanoGPT	2	llm	538
crush	4	agent	0
chroma	2	rag	0

Highlighted Repositories​

KeygraphHQ/shannon​

该项目是一个专注于网络安全领域的自主AI黑客，其明确的性能指标（在XBOW基准测试中成功率96.15%）和持续的高热度（近7日热度10987）表明，具备可验证能力的垂直领域AI Agent是当前的一大热点。连续4周上榜也证明了其强大的生命力。

google/langextract​

由谷歌推出的这个Python库，专注于从非结构化文本中提取结构化信息，并提供精确的来源追溯和可视化功能。这直接解决了LLM应用中的一个核心痛点——结果的可解释性与可靠性，因此获得了很高的社区关注。

openclaw/openclaw​

作为榜首项目，openclaw 拥有极高的综合得分（2067）和30日热度，定位为个人AI助理。尽管其近7日热度为零，暗示其热度峰值可能已经过去，但其庞大的累计关注度说明“个人AI助理”这一概念具有巨大的市场吸引力。

pydantic/monty​

该项目由知名开源组织Pydantic推出，是一个用Rust编写的、专为AI设计的安全Python解释器。它反映了一个重要的底层技术趋势：随着AI Agent执行代码能力的增强，社区对安全性和沙箱环境的需求日益增长。

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: 2026-02-16T00:28:44Z

Report Date: 2026-02-23
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领域的趋势明确地集中在AI Agent技术上。Agent类项目在数量、热度和综合评分上均占据主导地位，而开发语言则主要由Python和TypeScript平分秋色，显示出AI应用层创新的强劲势头。

Top 50 Repositories​

Rank	Repository	Category	Language	Heat_7	Heat_30	Score
1	openclaw		typescript	0	212,331	707
2	skills	agent	python	0	24,420	81
3	shannon	agent	typescript	0	20,478	68
4	claude-mem	agent	typescript	0	15,583	305
5	pi-mono	agent	typescript	2,432	12,595	146
6	langextract	llm	python	0	10,163	33
7	PageIndex	rag	python	0	9,582	31
8	dexter	agent	typescript	0	7,737	25
9	codex	agent	rust	1,087	4,946	63
10	memU	agent	python	0	4,918	16
11	chrome-devtools-mcp	agent	typescript	1,107	4,596	62
12	BitNet	llm	python	0	2,844	9
13	kimi-cli	agent	python	0	2,725	9
14	supermemory		typescript	0	2,428	8
15	litellm	llm	python	0	2,356	7
16	AstrBot	agent	python	0	2,311	7
17	ext-apps		typescript	0	1,200	4
18	superset	agent	typescript	0	1,154	3
19	vibetunnel	agent	typescript	0	998	3
20	RD-Agent		python	0	977	3
21	meeting-minutes		rust	0	583	1
22	skills	agent	javascript	0	556	1
23	screenpipe		rust	0	547	1
24	agent-deck	llm	go	192	463	9
25	pentagi	agent	go	5,565	0	1,185
26	GitNexus	agent	typescript	0	0	254
27	agents	agent	typescript	441	0	173
28	claude-code-telegram	llm	python	0	0	137
29	OpenBB	agent	python	0	0	112
30	strix		python	0	0	87
31	rowboat		typescript	1,866	0	79
32	gemini-cli	agent	typescript	0	0	79
33	evals	llm	python	0	0	55
34	gh-aw	agent	go	980	0	42
35	UltraRAG	rag	python	0	0	40
36	SillyTavern	llm	javascript	295	0	36
37	posthog		python	482	0	35
38	lobehub	agent	typescript	0	0	33
39	LocalAI	infra	go	0	0	29
40	agno	agent	python	0	0	25
41	composio	agent	typescript	593	0	25
42	trigger.dev	agent	typescript	0	0	25
43	qdrant		rust	212	0	17
44	ai-dev-kit	agent	python	327	0	14
45	nofx		go	0	0	12
46	keploy	agent	go	0	0	12
47	axonhub	llm	go	0	0	10
48	ultimatevocalremovergui		python	0	0	9
49	rig	llm	rust	0	0	8
50	worktrunk	agent	rust	182	0	7

Category Breakdown​

(12 projects)​

未分类项目数量可观（12个），平均热度中等，其中包含一些个人AI助手和通用工具，反映了AI技术应用的广泛性。

Average Heat_7: 213
Average Score: 80

• openclaw - Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
• supermemory - Memory engine and app that is extremely fast, scalable. The Memory API for the AI era.
• ext-apps - Official repo for spec & SDK of MCP Apps protocol - standard for UIs embedded AI chatbots, served by MCP servers
• RD-Agent - Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are commi...
• meeting-minutes - 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.
• strix - Open-source AI hackers to find and fix your app’s vulnerabilities.
• rowboat - Open-source AI coworker, with memory
• 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...
• 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/
• nofx - AI Trading OS: Multi-AI, multi-exchange trading infrastructure with Strategy Studio.
• ultimatevocalremovergui - GUI for a Vocal Remover that uses Deep Neural Networks.

agent (26 projects)​

AI Agent是本周期内最活跃和最受关注的领域，项目数量（26个）和平均热度（489）遥遥领先，表明该方向的开发和创新极为活跃。

Average Heat_7: 489
Average Score: 106

• skills - Public repository for Agent Skills
• 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
• codex - Lightweight coding agent that runs in your terminal
• memU - Memory for 24/7 proactive agents like openclaw (moltbot, clawdbot).
• chrome-devtools-mcp - Chrome DevTools for coding agents
• kimi-cli - Kimi Code CLI is your next CLI agent.
• AstrBot - Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
• superset - The command center for coding agents - Run a team of Claude Code, OpenCode, Codex, or any other agents on your machine
• vibetunnel - Turn any browser into your terminal & command your agents on the go.
• skills - A collection of AI agent skills for working with Expo projects and Expo Application Services
• pentagi - ✨ Fully autonomous AI Agents system capable of performing complex penetration testing tasks
• 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 ...
• agents - Build and deploy AI Agents on Cloudflare
• OpenBB - Financial data platform for analysts, quants and AI agents.
• gemini-cli - An open-source AI agent that brings the power of Gemini directly into your terminal.
• gh-aw - GitHub Agentic Workflows
• 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...
• agno - The programming language for agentic software. Build, run, and manage multi-agent systems at scale.
• composio - Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.
• trigger.dev - Trigger.dev – build and deploy fully‑managed AI agents and workflows
• ai-dev-kit - Databricks Toolkit for Coding Agents provided by Field Engineering
• keploy - API, Integration, E2E Testing Agent for Developers that actually work. Generate tests, mocks/stubs for your APIs!
• worktrunk - Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows

llm (9 projects)​

LLM相关项目依然是基础，但热度相对Agent较低。这些项目多为模型推理框架、评估工具或统一API网关，显示出市场在LLM基础上向应用层转移的趋势。

Average Heat_7: 54
Average Score: 33

• langextract - A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization.
• BitNet - Official inference framework for 1-bit LLMs
• 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.
• claude-code-telegram - A powerful Telegram bot that provides remote access to Claude Code, enabling developers to interact with their projects from anywhere with full AI assistance and session persistence.
• evals - Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
• SillyTavern - LLM Frontend for Power Users.
• axonhub - ⚡️ Open-source AI Gateway — Use any SDK to call 100+ LLMs. Built-in failover, load balancing, cost control & end-to-end tracing.
• rig - ⚙️🦀 Build modular and scalable LLM Applications in Rust

rag (2 projects)​

RAG项目数量较少（2个），且近期热度为0，可能表明相关技术已趋于成熟或被整合进更上层的Agent框架中。

Average Heat_7: 0
Average Score: 35

• PageIndex - 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
• UltraRAG - A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

infra (1 projects)​

基础架构（infra）项目仅一个上榜，热度不高，说明当前趋势更偏向于AI应用层和Agent框架，而非底层设施的革新。

Average Heat_7: 0
Average Score: 29

• LocalAI - 🤖 The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, ...

Dark Horse Projects​

本周期黑马项目表现抢眼，特别是vxcontrol/pentagi，其评分极高（1185）且近期热度爆发，显示出自主AI渗透测试这一细分方向的巨大潜力。其他如openclaw/openclaw和thedotmack/claude-mem等项目也凭借高分入榜，表明市场对具有新颖应用场景的AI项目抱有浓厚兴趣。

Repository	Score	Heat_30	Heat_7	Category
openclaw	707	212,331	0
claude-mem	305	15,583	0	agent
pi-mono	146	12,595	2,432	agent
pentagi	1,185	0	5,565	agent
GitNexus	254	0	0	agent
agents	173	0	441	agent
claude-code-telegram	137	0	0	llm
OpenBB	112	0	0	agent

Consecutive Appearances​

榜单中存在大量连续上榜的项目，其中许多项目已连续5周在榜，如openclaw/openclaw、anthropics/skills和KeygraphHQ/shannon。这表明AI Agent领域的热点具有较强的持续性，核心项目已形成稳定的开发者社区和关注度。

Repository	Weeks in Top	Category	Current Heat_7
openclaw	5		0
skills	5	agent	0
shannon	5	agent	0
claude-mem	5	agent	0
pi-mono	5	agent	2,432
langextract	3	llm	0
PageIndex	5	rag	0
dexter	5	agent	0
codex	5	agent	1,087
memU	5	agent	0
chrome-devtools-mcp	2	agent	1,107
BitNet	5	llm	0
kimi-cli	5	agent	0
ext-apps	5		0
screenpipe	2		0
rowboat	2		1,866
gh-aw	3	agent	980
UltraRAG	5	rag	0
worktrunk	5	agent	182

Highlighted Repositories​

openclaw/openclaw​

该项目作为榜首，在过去30天内积累了极高的热度，但近7天热度为0，可能意味着其爆发性增长阶段已过，目前进入稳定期。作为一个个人AI助手项目，它的高排名反映了市场对消费级、通用型AI应用的强烈需求。

vxcontrol/pentagi​

作为一个评分极高的黑马项目，pentagi的出现揭示了AI Agent在网络安全等专业领域的巨大应用潜力。其近期热度的急剧飙升，表明自主执行复杂渗透测试任务的能力击中了行业痛点，是一个值得关注的新兴方向。

KeygraphHQ/shannon​

此项目连续5周上榜，专注于利用AI寻找Web应用漏洞，与pentagi共同印证了AI在自动化安全领域的强劲势头。其持续的热度表明这是一个具有长期价值和稳定社区关注的方向，而不仅仅是短期热点。

ChromeDevTools/chrome-devtools-mcp​

由Chrome开发工具团队推出的这个项目，专注于为AI编程助手提供调试和观察工具，这标志着AI Agent生态正在走向成熟。开发者不仅在构建Agent，也在构建服务于Agent开发的底层工具链，这是领域发展深化的重要信号。

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)

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Generated at: 2026-02-23T00:28:25Z