Where Smarter Businesses Discover the Right Software.

MetaGPT

AI Software Collaboration for Automated Development

MetaGPT makes software engineering feel like working with a full dev team—all powered by AI software collaboration. Share your project idea and watch specialist agents (product manager, architect, engineer, QA) coordinate to handle requirements, architecture, code, tests, and docs. You get production-ready code faster and with less friction.

Visit MetaGPT

Overall Value

MetaGPT brings your software concept to life by orchestrating multiple AI agents that think, plan, code, and test collaboratively. Built on principles of human-grade workflows and SOPs, it turns one-line prompts into full development cycles—saving time and aligning with real‑team structures

Key Features

Role-Based Agent Architecture
Agents act as product managers, architects, engineers, Qand A—mirroring real dev teams
One-Prompt Project Launch
Input a single requirement line—like “Build a CLI blackjack game”—and watch the end-to-end pipeline run
Standardized SOP Workflows
Follows assembly-line SOPs to reduce errors and harmonize agent collaboration
Diagram Generation (Mermaid)
Auto-render flowcharts, system diagrams, org charts via Mermaid integration
Modular Foundation Agents
Use or build custom agents for data science, prototyping, research, beyond software dev
Multi-LLM & Tool Support Works with GPT‑4, Anthropic, DuckDuckGo, browser via plugins, and more.

Use Cases

MVP proof-of-concept development
Cloud & web app scaffolding
Automated architecture docs & API prototypes
Data pipelines and ML workflow orchestration
Educational tool for learning structured dev processes
Rapid ideation and project benchmark testing

Technical Specifications

Python 3.9+ core, Docker support for sandboxing
Off-the-shelf roles: Architect, Engineer, Product Manager, Project Manager
Plug-and-play with GPT‑4o, Anthropic, Azure
Mermaid-based diagram engine with Node.js, Playwright, ora headless browser
Open‑source MIT license with active GitHub community

Ready to build with an AI-driven dev team?

FAQs

Can I swap agents or introduce my roles?

Yes—MetaGPT treats roles and workflows as modular. You can create or swap agents based on your workflow.

Does MetaGPT generate unit tests or debug code?

It wraps QA agent workflows that include testing and can run code via its Runner agent, so you get code and tests in one run.

Is it flexible enough for data analysis pipelines?

Absolutely. It supports non-dev roles—like researcher or data analyst agents—for tasks like visualization and report generation.

How does project orchestration work?

It uses “Team” orchestration, where you hire agents, allocate investment, and run multiple planning rounds—no manual script needed.

Conclusion

MetaGPT makes collaborative software development easy, transparent, and scalable. Instead of juggling tools and contractors, you simply define your goal, and the AI dev team builds it. Whether you’re a solo dev, startup founder, or enterprise architect, MetaGPT delivers AI software collaboration that accelerates ideas into reality.