MetaGPT

MetaGPT

MetaGPT encodes software company SOP (standard operating procedures) into multi-agent collaboration. Given a one-line requirement, MetaGPT spawns Product Managers, Architects, Engineers, and QA Testers as separate agents — each with defined roles, memory, and tool access — to collaboratively produce PRDs, system designs, complete code, and unit tests.

Key Features

• Role-based agents — PM, Architect, Engineer, QA, and Data Analyst roles with structured handoffs
• Shared message pool — agents communicate via a structured blackboard rather than direct prompts
• Incremental development — supports iterative code generation, review, and debugging loops
• Tool integration — agents can browse the web, run code in a sandbox, and call external APIs
• Multi-model backend — works with OpenAI, Anthropic, local Ollama, and any LiteLLM-compatible provider
• Data Interpreter — specialized sub-agent for end-to-end data science pipelines

Quick Start

pip install metagpt
metagpt "Write a CLI tool to convert CSV files to JSON"

import asyncio
from metagpt.software_company import generate_repo

async def main():
    await generate_repo("Create a REST API for a todo list app")

asyncio.run(main())

Install via ai-supply

npx ai-supply add metagpt-multi-agent-framework

Curated mirror of the open-source MetaGPT (MIT). Get it from the source.