ChatDevvsMetaGPTvsSuperAGI

ChatDev is a research project from OpenBMB (Tsinghua University) that demonstrates a virtual software company where multiple LLM agents with distinct roles — CEO, CTO, programmer, reviewer, tester — collaborate to build software from a single natural language requirement. It explores how software engineering processes can be fully automated through role-playing agents and structured communication protocols. ChatDev remains an influential research artifact and educational tool for understanding multi-agent systems.

MetaGPT is a multi-agent framework that simulates a software company, assigning specialized roles — Product Manager, Architect, Engineer, QA — to different LLM agents that collaborate on software development projects. Its SOP (Standard Operating Procedure) approach reduces hallucinations by structuring inter-agent communication as structured documents rather than freeform chat. MetaGPT is popular in research settings for studying how social structures improve AI agent performance.

SuperAGI is an open-source autonomous agent platform offering a full developer toolset including agent marketplace, tool integrations, vector memory, and a visual agent builder GUI. It aims to be the infrastructure layer for deploying and managing production AI agents with proper monitoring and performance tracking. SuperAGI's marketplace and GUI make it accessible to teams without deep ML expertise who still want customizable autonomous agents.