MetaGPT
Multi-agent framework that turns a one-line requirement into designs, documents, and working code.
About
MetaGPT simulates a software company: hand it a one-line requirement and role-based agents acting as product manager, architect, and engineers follow structured operating procedures to produce user stories, competitive analysis, requirement docs, data structures, API designs, and working code. The framework popularized the assembly-line view of multi-agent collaboration, with the original paper accepted at ICLR 2024 and the follow-up AFlow work on automated agentic workflow generation taking an ICLR 2025 oral in the top 1.8 percent of submissions. A Data Interpreter role handles code-writing and analysis tasks, and the project works as both a CLI, where metagpt plus a prompt scaffolds a project, and a Python library. Installation is pip install metagpt on Python 3.9 to 3.11, with Node.js and pnpm required, Docker images available, and an LLM API key configured in YAML. The FoundationAgents org maintains it under the MIT license at around 69.6k stars, documents it at docs.deepwisdom.ai, and builds the commercial MGX agent development team product on the same research lineage.
Should you use MetaGPT?
Pick it when
Pick MetaGPT when you want a multi-role software team to turn a one-line requirement into specs, API designs, and starter code, or when you are studying structured agent procedures like those in its ICLR papers.
Look elsewhere when
Skip it for ongoing work in an existing codebase, where OpenHands or aider are built to edit real repos. The Python 3.9 to 3.11 range plus Node.js and pnpm add setup friction, and for general business crews CrewAI is simpler.
Alternatives to MetaGPT
- OpenHands
Works inside an existing repository as a developer agent, which suits real maintenance work better than MetaGPT's greenfield company simulation.
- CrewAI
General role-based crews without the software-company procedures; easier to adapt to non-coding workflows, less structured output per role.
- OpenManus
From the same FoundationAgents team but general purpose, with browser automation and MCP tools; needs Python 3.12 instead of 3.9 to 3.11.
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Details
- Category
- AI Agents & Orchestration
- Price
- Free
- Platform
- Local/Desktop
- Difficulty
- Easy (2/5)
- License
- MIT
- Added
- Jul 29, 2026