13 posts tagged with "github"

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)

---

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