AI 智能体

开源 AI 智能体

AI 智能体是一种用大模型决定下一步做什么的程序：它会调用浏览器、代码解释器或 API 等工具，反复执行，直到任务完成。这里的项目既有用来搭建自己智能体的框架，也有能写代码、浏览网页或运行业务流程的现成智能体。

怎么选

比较时看三点：能用哪些模型——只支持一家服务商，还是任何兼容 OpenAI 接口的端点（包括本地模型）；怎么限制智能体能做的事——沙箱、审批步骤、权限清单；以及它能否在步骤之间、会话之间保留记忆。会执行代码或命令行的智能体应该在沙箱里运行，给它访问你电脑的权限之前先确认这一点。

Star 最多的项目

第 97–120 个，共 426 个

luhengshiwo

LLMForEverybody

★ 7,329

每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈

Jupyter Notebook

Zipstack

unstract

★ 7,238

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Python

zai-org

GLM-5

★ 7,190

GLM-5: From Vibe Coding to Agentic Engineering

plastic-labs

honcho

★ 7,180

Memory library for building stateful agents

Python

grab

cursor-talk-to-figma-mcp

★ 7,022

TalkToFigma: MCP integration between AI Agent (Cursor, Claude Code, Codex) and Figma, allowing Agentic AI to communicate with Figma for reading designs and modifying them programmatically.

JavaScript

Gentleman-Programming

Gentle-AI configures the AI coding agents you already use: Claude Code, Cursor, OpenCode, Codex, Pi, and more. Choose persistent memory, Spec-Driven Development, curated skills, MCP servers, personas, and optional bounded review. Open source, no agent lock-in.

nndl

llm-beginner

★ 6,746

《大模型与智能体》电子书与 6 个编程任务：Transformer、mini-GPT、SFT/DPO、RAG、工具调用与编程智能体。

Python

BlockRunAI

ClawRouter

★ 6,603

The agent-native LLM router for autonomous agents. Every frontier model behind one wallet, <1ms local routing, USDC payments on Base & Solana via x402.

TypeScript

j3ssie

osmedeus

★ 6,566

A Modern Orchestration Engine for Security

genkit-ai

genkit

★ 6,441

Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google

TypeScript

haifengl

smile

★ 6,414

Statistical Machine Intelligence & Learning Engine

Java

Arthur-Ficial

apfel

★ 6,384

The free AI already on your Mac. CLI tool, OpenAI-compatible server, and interactive chat — all on-device via Apple Intelligence. No API keys, no cloud, no downloads.

Swift

KunAgent

Kun

★ 6,310

Local-first AI agent workspace for coding, writing, design, research, and automation — one runtime for desktop GUI and TUI.

TypeScript

PrefectHQ

marvin

★ 6,199

an ambient intelligence library

Python

Helicone

helicone

★ 6,158

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

TypeScript

UfoMiao

zcf

★ 6,084

Zero-Config Code Flow for Claude code & Codex

TypeScript

netease-youdao

LobsterAI

★ 6,034

Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs, video & web research. Built on OpenClaw; runs tools on your real desktop and takes commands from your phone via WeChat, Feishu, DingTalk & Telegram.

TypeScript

FlorianBruniaux

claude-code-ultimate-guide

★ 5,976

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.

Python

Mai-with-u

MaiBot

★ 5,960

MaiSaka, an LLM-based intelligent agent, is a digital lifeform devoted to understanding you and interacting in the style of a real human. She does not pursue perfection, nor does she seek efficiency; instead, she values warmth, authenticity, and genuine connection.

Python

fengshao1227

ccg-workflow

★ 5,889

多模型协作工作流引擎 — /ccg:go 一个命令，AI 自动分析意图、选择策略、编排 Codex + Gemini + Claude 协作执行

AgentOps-AI

agentops

★ 5,819

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

Python