GitHub AI 排行榜

GitHub Top 50 开源 AI 项目

更新于 2026-07-26 · 定期刷新

榜单由 Cataito 私有综合指数离线计算,融合规模、增长速度、近期活跃度等多项 GitHub 公开信号并结合编辑评审,仅发布最终名次——页面展示的 Star / Fork 数仅供参考,并非排序依据。

1
NousResearch/hermes-agent

NousResearch/hermes-agent

新上榜

The agent that grows with you

2
Significant-Gravitas/AutoGPT

Significant-Gravitas/AutoGPT

新上榜

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

3
langgenius/dify

langgenius/dify

新上榜

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without reb

4
huggingface/transformers

huggingface/transformers

新上榜

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

5
open-webui/open-webui

open-webui/open-webui

新上榜

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

6
ollama/ollama

ollama/ollama

新上榜

Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

7
langchain-ai/langchain

langchain-ai/langchain

新上榜

The agent engineering platform.

8
google-gemini/gemini-cli

google-gemini/gemini-cli

新上榜

An open-source AI agent that brings the power of Gemini directly into your terminal.

9
firecrawl/firecrawl

firecrawl/firecrawl

新上榜

The API to search, scrape, and interact with the web at scale. 🔥

10
vllm-project/vllm

vllm-project/vllm

新上榜

A high-throughput and memory-efficient inference and serving engine for LLMs

11
Comfy-Org/ComfyUI

Comfy-Org/ComfyUI

新上榜

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

12
browser-use/browser-use

browser-use/browser-use

新上榜

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

13
MemPalace/mempalace

MemPalace/mempalace

新上榜

The best-benchmarked open-source AI memory system. And it's free.

14
langflow-ai/langflow

langflow-ai/langflow

新上榜

Langflow is a powerful tool for building and deploying AI-powered agents and workflows.

15
bytedance/deer-flow

bytedance/deer-flow

新上榜

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta

16
nanocoai/nanoclaw

nanocoai/nanoclaw

新上榜

A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs direct

17
harry0703/MoneyPrinterTurbo

harry0703/MoneyPrinterTurbo

新上榜

利用 AI 大模型和自动化工作流,根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

18
lobehub/lobehub

lobehub/lobehub

新上榜

🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.

19
DietrichGebert/ponytail

DietrichGebert/ponytail

新上榜

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

20
FlowiseAI/Flowise

FlowiseAI/Flowise

新上榜

Build AI Agents, Visually

21
MadsLorentzen/ai-job-search

MadsLorentzen/ai-job-search

新上榜

The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

22
HKUDS/nanobot

HKUDS/nanobot

新上榜

Lightweight, open-source AI agent for your tools, chats, and workflows.

23
sansan0/TrendRadar

sansan0/TrendRadar

新上榜

⭐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!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构

24
TauricResearch/TradingAgents

TauricResearch/TradingAgents

新上榜

TradingAgents: Multi-Agents LLM Financial Trading Framework

25
rtk-ai/rtk

rtk-ai/rtk

新上榜

CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

26
thedotmack/claude-mem

thedotmack/claude-mem

新上榜

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Cla

27
code-yeongyu/oh-my-openagent

code-yeongyu/oh-my-openagent

新上榜

omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode

28
OpenHands/OpenHands

OpenHands/OpenHands

新上榜

🙌 OpenHands: AI-Driven Development

29
headroomlabs-ai/headroom

headroomlabs-ai/headroom

新上榜

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

30
xtekky/gpt4free

xtekky/gpt4free

新上榜

The official gpt4free repository | various collection of powerful language models | opus 4.6 gpt 5.3 kimi 2.5 deepseek v3.2 gemini 3

31
shanraisshan/claude-code-best-practice

shanraisshan/claude-code-best-practice

新上榜

from vibe coding to agentic engineering - practice makes claude perfect

32
infiniflow/ragflow

infiniflow/ragflow

新上榜

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

33
ruvnet/ruflo

ruvnet/ruflo

新上榜

🌊 The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, R

34
calesthio/OpenMontage

calesthio/OpenMontage

新上榜

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video produc

35
sickn33/agentic-awesome-skills

sickn33/agentic-awesome-skills

新上榜

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local MCP, catalo

36
tw93/Pake

tw93/Pake

新上榜

🤱🏻 Turn any webpage into a desktop app with one command.

37
BerriAI/litellm

BerriAI/litellm

新上榜

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropi

38
HKUDS/Vibe-Trading

HKUDS/Vibe-Trading

新上榜

"Vibe-Trading: Your Personal Trading Agent"

39
hiyouga/LlamaFactory

hiyouga/LlamaFactory

新上榜

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

40
unslothai/unsloth

unslothai/unsloth

新上榜

Unsloth is a local UI for training and running Gemma 4, Qwen3.6, DeepSeek, Kimi, GLM and other models.

41
Hmbown/CodeWhale

Hmbown/CodeWhale

新上榜

Open-source, community-driven agent harness

42
zhayujie/CowAgent

zhayujie/CowAgent

新上榜

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (form

43
crewAIInc/crewAI

crewAIInc/crewAI

新上榜

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

44
usestrix/strix

usestrix/strix

新上榜

Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.

45
mem0ai/mem0

mem0ai/mem0

新上榜

Universal memory layer for AI Agents

46
daytonaio/daytona

daytonaio/daytona

新上榜

Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code

47
Mintplex-Labs/anything-llm

Mintplex-Labs/anything-llm

新上榜

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience

48
PaddlePaddle/PaddleOCR

PaddlePaddle/PaddleOCR

新上榜

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.

49
aaif-goose/goose

aaif-goose/goose

新上榜

an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM

50
Yeachan-Heo/oh-my-claudecode

Yeachan-Heo/oh-my-claudecode

新上榜

Teams-first Multi-agent orchestration for Claude Code