MetaGPT vs vigil
MetaGPT: MetaGPT is a multi-agent framework that assigns different roles to LLMs, enabling them to collaborate on complex software development tasks. It takes a one-line requirement and outputs comprehensive project artifacts, mimicking a software company's entire process.; vigil: Vigil is an open-source AI Security Operations Center (SOC) that leverages specialized AI agents and customizable Markdown-defined workflows to automate security playbooks. It integrates with over 30 security tools via the open Model Context Protocol (MCP), enabling human-in-the-loop automation for tasks like incident response, threat hunting, and forensics.
TL;DR
- You want to experiment with or demonstrate the 'software company SOP' multi-agent pattern (PM, architect, engineer generating specs and code).
- You are looking for the reference implementation of research papers from the team such as AFlow, SPO, and AOT.
- You want an actively updated general-purpose production agent framework; the repository's last push was in January 2026.
- You are on Python 3.12+ or do not want to install Node.js and pnpm alongside Python (README specifies Python 3.9–3.11).
Automate end-to-end incident response processes
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