MetaGPT
by Community
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
OSS
MetaGPT
Added 1 June 2026
Overview
MetaGPT is a Python framework that orchestrates multiple AI agents to collaborate on software development tasks. It translates natural language requirements into structured workflows, with agents assuming roles like product manager, architect, and engineer to produce code and documentation.
Best for
Best for
Developers building proof-of-concepts or prototypes who want AI agents to handle multiple development stages in parallel.
Use cases
- Generate complete software projects from text specifications
- Automate multi-stage development workflows with role-based agents
- Prototype applications without writing initial boilerplate
Notes
MetaGPT is a Python framework that orchestrates multiple AI agents to collaborate on software development tasks. It translates natural language requirements into structured workflows, with agents assuming roles like product manager, architect, and engineer to produce code and documentation.
68,466 stars on GitHub. Last updated 2026-01-21. Licensed MIT.
Use cases
- Generate complete software projects from text specifications
- Automate multi-stage development workflows with role-based agents
- Prototype applications without writing initial boilerplate
Pros
- Handles end-to-end software generation from requirements to code
- Well-established community project with 68k+ GitHub stars
- Structured agent collaboration reduces hallucination through role assignment
Cons
- Output quality depends heavily on prompt clarity and LLM capability
- Requires significant computational resources for multi-agent orchestration
- Generated code often needs review and refinement before production use
Indexed from awesome-langchain and enriched against its public facts.
Pros
- Handles end-to-end software generation from requirements to code
- Well-established community project with 68k+ GitHub stars
- Structured agent collaboration reduces hallucination through role assignment
Cons
- Output quality depends heavily on prompt clarity and LLM capability
- Requires significant computational resources for multi-agent orchestration
- Generated code often needs review and refinement before production use
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
AgentScope
Community
Build and run agents you can see, understand and trust.
SuperAGI
Community
SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
awesome-llm-agents
Community
A curated list of awesome LLM agents frameworks.
Community
Eidolon AI | 247 followers on LinkedIn. AI Agent Server for the Enterprise www.EidolonAI.com | Eidolon AI is the first AI Agent Server for the enterprise. An open source framewor
Playground
Community
Kadoa
Underlying paper - Generative Agents
Community
Believable proxies of human behavior can empower interactive applications ranging from immersive environments to rehearsal spaces for interpersonal communication to prototyping t
Battam1111/Myco
Various
Self-evolving cognitive organism for AI agents — eternal devouring, eternal evolution.
dcostenco/prism-mcp
Various
The Mind Palace for AI Agents - HIPAA-hardened Cognitive Architecture with on-device LLM (prism-coder:7b), Hebbian learning, ACT-R spreading activation, adversarial evaluation, per
rafapra3008/cervellaswarm
Various
Lingua Universale -- a verification language for AI agent protocols. Like mypy for multi-agent communication. 3696 tests, zero deps.
valado/pantheon-mcp
Various
A collection of AI agents
AgentGPT
Community
🤖 Assemble, configure, and deploy autonomous AI Agents in your browser.
AgentsMesh
Community
The AI Agent Workforce Platform — where teams scale beyond headcount. Give every team member an AI agent squad.
ai-evaluation
Community
Evaluation Framework for all your AI related Workflows
AutoGPT
Community
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.
Ax
Community
The TypeScript framework for AI development
Codel
Community
✨ Fully autonomous AI Agent that can perform complicated tasks and projects using terminal, browser, and editor.
Cordum
Community
The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framew
gotoHuman
Community
Approve and revise critical steps in your AI workflows. Ensure AI-generated content is on-brand, messages to customers are accurate, and high-stakes decisions are made by humans.
Hive
Community
Multi-Agent Harness for Production AI
LLM Agents
Community
Build agents which are controlled by LLMs
Lobe Chat
Community
🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.
Memary
Community
The Open Source Memory Layer For Autonomous Agents
MicroAgent
Community
Agents Capable of Self-Editing Their Prompts / Python Code
OpenAGI
Community
OpenAGI: When LLM Meets Domain Experts
QNimGPT
Community
Discover amazing ML apps made by the community
Rhesis
Community
The testing platform for AI teams. Bring engineers, PMs, and domain experts together to generate tests, simulate (adversarial) conversations, and trace every failure to its root ca
SwarmClaw
Community
Open-source self-hosted AI agent runtime and multi-agent framework for autonomous agent swarms. Agent memory, MCP tools, schedules, delegation, and 23+ LLM providers (Claude, GPT,
Temporal
Temporal
Durable execution at enterprise scale. The control plane that survives anything.
Transformers Agents
Community
Provides a natural language API on top of transformers
uAgents
Community
A fast and lightweight framework for creating decentralized agents with ease.
VisualWebArena
Community
Project webpage for the VisualWebArena paper.
Voyager
Community
An Open-Ended Embodied Agent with Large Language Models
Wordware
Community
Building the future of work, with Sauna
Agent Skills
Various
A standardized way to give AI agents new capabilities and expertise.
Arena
Various
Run autonomous AI agents that browse, research, code, and complete real-world tasks. Compare agent workflows and frontier models with Arena.
ChatSonic
Various
AI Chat with GPT-4o, Claude, and Gemini to power your marketing workflows. Your AI Marketing Agent connects all your tools and handles research to publishing.
Exa
Various
The Exa Web search API retrieves the best, realtime data from the web for your AI
GLM
Various
GLM-5: From Vibe Coding to Agentic Engineering
Hermes Agent
Various
An open-source agent that grows with you. Install it, give it your messaging accounts, and it becomes a persistent personal agent.
Jasper
Various
Orchestrate intelligent agents to run end-to-end marketing workflows delivering speed, control, and measurable impact.
Lindy
Lindy AI
No-code AI agents for ops, sales, and support. The Zapier of the agent era, with built-in conversation.
Luma Dream Machine
Various
Luma Agents are the force multiplier for your team. They plan, generate, iterate, and refine with full context across every stage of creative work.
moltbook
Various
A social network built exclusively for AI agents. Where AI agents share, discuss, and upvote. Humans welcome to observe.
n8n
Various
n8n is a workflow automation platform that uniquely combines AI capabilities with business process automation, giving technical teams the flexibility of code with the speed of no
Napkin
Various
Napkin AI - The visual AI for business storytelling
Scale Spellbook
Various
Accelerate and scale Generative AI across your enterprise with the platform to transform your data into customized enterprise-ready Generative AI applications.
Vanna.ai
Various
Build AI agents that ship to production. User-scoped execution, rich UI components, and quota management built-in.
Whimsical AI
Various
Generate mind maps, flowcharts, sequence diagrams, and more from a simple text prompt with Whimsical AI. Get started for free.
Wren AI
Various
Give AI agents the context to query business data correctly through the open context layer that gives AI agents grounded, governed memory, context, SQL across 20+ data sources, t
You.com
Various
Skip the groundwork with our AI-ready Web Search APIs, delivering advanced search capabilities to power your next product.
BondAI Homepage/Documentation
Community
BondAI
Demo
Community
Hey there! In this video, I'm excited to share with you our latest project - a Multi-GPT AI assistant that can collaborate towards a common goal. We've built this assistant using
Docs
Community
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Javascript version (being developed)
Community
Multi-agent simulation Javascript framework
Paper - ChatDev: Communicative Agents for Software Development
Community
Software development is a complex task that necessitates cooperation among multiple members with diverse skills. Numerous studies used deep learning to improve specific phases in
Agent-LLM
Community
AGiXT is a dynamic AI Agent Automation Platform that seamlessly orchestrates instruction management and complex task execution across diverse AI providers. Combining adaptive memor
AgentScope
Community
Build and run agents you can see, understand and trust.
AgentsMesh
Community
The AI Agent Workforce Platform — where teams scale beyond headcount. Give every team member an AI agent squad.
AgentVerse
Community
🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation
AI Scientist
Community
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑🔬
Autochain
Community
AutoChain: Build lightweight, extensible, and testable LLM Agents
AutoGPT
Community
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.
Ax
Community
The TypeScript framework for AI development
Flappy
Community
Production-Ready LLM Agent SDK for Every Developer
Funcchain
Community
⛓️ build cognitive systems, pythonic
GPT Pilot
Community
The first real AI developer
Intelli
Community
Build multi-model chatbots and agents from intent.
ix
Community
Autonomous GPT-4 agent platform
Just-Chat
Community
Make your LLM agent and chat with it simple and fast!
Lagent
Community
A lightweight framework for building LLM-based agents
LLM Agents
Community
Build agents which are controlled by LLMs
Maestro
Community
A framework for Claude Opus to intelligently orchestrate subagents.
MicroAgent
Community
Agents Capable of Self-Editing Their Prompts / Python Code
Plandex
Community
Open source AI coding agent. Designed for large projects and real world tasks.
PraisonAI
Community
PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 li
Promptise Foundry
Community
The foundation layer for agentic intelligence.
SkyAGI
Community
SkyAGI: Emerging human-behavior simulation capability in LLM
SmartGPT
Community
A program that provides LLMs with the ability to complete complex tasks using plugins.
TaskWeaver
Community
The first "code-first" agent framework for seamlessly planning and executing data analytics tasks.
uAgents
Community
A fast and lightweight framework for creating decentralized agents with ease.
waggledance.ai
Community
Knowledge work automation with AI agents
XAgent
Community
An Autonomous LLM Agent for Complex Task Solving
Arena
Various
Run autonomous AI agents that browse, research, code, and complete real-world tasks. Compare agent workflows and frontier models with Arena.
Auto-GPT
Various
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.
AutoGen
Various
A programming framework for agentic AI
GLM
Various
GLM-5: From Vibe Coding to Agentic Engineering
GPT Engineer
Various
CLI platform to experiment with codegen. Precursor to: https://lovable.dev
Lindy
Lindy AI
No-code AI agents for ops, sales, and support. The Zapier of the agent era, with built-in conversation.
Luma Dream Machine
Various
Luma Agents are the force multiplier for your team. They plan, generate, iterate, and refine with full context across every stage of creative work.
OpenAgents
Various
OpenAgents - AI Agent Networks for Open Collaboration
OpenHands
Various
🙌 OpenHands: AI-Driven Development
Openwork
Various
Pilots + Claws = Crews. Deploy AI agents, run missions, earn $OPENWORK on Base. Human-guided, AI-powered.
Vanna.ai
Various
Build AI agents that ship to production. User-scoped execution, rich UI components, and quota management built-in.