zgba
🤖 AI Agents

Best AI Agent Frameworks in 2026

The 20 best open-source AI agent frameworks in 2026 — AutoGPT, n8n, MetaGPT, AutoGen, browser-use and more, ranked by GitHub stars.

20 Tools Ranked
1.6M+ Total GitHub Stars
100% Open Source

What are the best AI agent frameworks in 2026?

The best AI agent frameworks in 2026 span two styles: visual workflow builders like n8n and Langflow that let non-coders chain AI steps, and autonomous agent platforms like AutoGPT, AutoGen, and MetaGPT that decompose complex tasks into multi-agent plans. For browser automation, browser-use and Skyvern let agents operate real browsers. For coding, OpenHands and Cline act as autonomous software engineering agents. Pick n8n or Dify for production workflows; AutoGen or MetaGPT for research-grade multi-agent systems.

#1
n8n ★ 202k+ Featured

Low-code workflow automation with 400+ integrations and AI

automation workflow no-code open-source Sustainable Use License
#2
AutoGPT ★ 186k+ Featured

Autonomous AI agent platform for complex task execution

agent autonomous open-source llm MIT
#3
Langflow ★ 153k+

Visual framework for building AI agents and RAG apps

agent workflow rag open-source MIT
#4
Dify ★ 153k+ Featured

Open-source LLM app development and orchestration platform

agent platform workflow open-source Apache-2.0
#5
Browser Use ★ 110k+ Featured

Let AI control a browser autonomously to complete web tasks

browser automation autonomous open-source MIT
#6
MCP Servers ★ 90k+

Reference implementations for Model Context Protocol servers

agent mcp tools open-source
#7
OpenHands ★ 85k+ Featured

Platform for AI software development agents

agent code autonomous open-source MIT
#8
MetaGPT ★ 70k+

Multi-agent framework assigning roles to GPT models

agent multi-agent code open-source MIT
#9
Open Interpreter ★ 68k+

Autonomous agent that writes and executes code on your machine

agent code autonomous open-source AGPL-3.0
#10
Cline ★ 67k+ Featured

Autonomous coding agent in VS Code with file editing and terminal

code vscode autonomous open-source Apache-2.0
#11
AutoGen ★ 61k+ Featured

Microsoft's multi-agent conversation framework for LLM automation

agent multi-agent microsoft open-source MIT
#12
CrewAI ★ 58k+

Framework for orchestrating role-playing AI agents

agent multi-agent framework open-source MIT
#13
Flowise ★ 55k+

Drag-and-drop UI to build LLM workflows

agent workflow no-code open-source Apache-2.0
#14
GPT Engineer ★ 55k+

Describe what you want and AI builds the codebase

agent code autonomous open-source MIT
#15
Agno ★ 42k+

Lightweight library for building multi-modal agents

agent multi-modal framework open-source Apache-2.0
#16
Phidata ★ 42k+

Build multimodal AI agents with memory, knowledge and tools

agent multimodal knowledge open-source
#17
LangGraph ★ 40k+

Build stateful multi-actor LLM applications as graphs

agent graph stateful open-source
#18
Playwright MCP ★ 36k+

Microsoft MCP server for Playwright browser automation

agent browser mcp microsoft
#19
AgentGPT ★ 36k+

Assemble and deploy autonomous AI agents in your browser

agent autonomous web open-source GPL-3.0
#20
ChatDev ★ 34k+

Communicative agents building software as a virtual company

agent multi-agent code open-source Apache-2.0

More AI Tool Guides

💻 For Developers Best AI Tools for Developers 2026🆓 Free & Open Source Best Free AI Tools 2026🎨 Image Generation Best AI Image Generation Tools 2026💬 Chatbots Best AI Chatbot Tools 2026📚 RAG Best RAG Tools & Frameworks 2026

Last updated: Aug 28, 2026 · Curated by AI Tools Hub Editorial · About · Contact · Privacy