MetaGPT
★ 71.0k
vs
ruflo
★ 79.8k
MetaGPT vs ruflo
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.; ruflo: Ruflo v3 is an enterprise AI orchestration platform for Claude-based multi-agent swarms, closely related to Claude Flow. It features an inter-agent consensus algorithm, vector database integration for persistent memory, self-learning workflows, and native Claude Code SDK integration. Designed for deploying autonomous agent pipelines at scale with shared state management.
01
TL;DR
MetaGPTMulti-Agent · ★ 71.0k
When to choose:
- 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.
When to skip:
- 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).
rufloMulti-Agent · ★ 79.8k
When to choose:
- You are a heavy Claude Code or Codex user and want several agents coordinated on one task, with memory across sessions.
- You want a console that tracks cost and tokens and lets you replay and compare runs.
- You want control levels (read, write, manage, full) with ask or auto approval.
When to skip:
- You want a light setup: the full CLI install adds many files and hooks to your workspace.
- You cannot read mods before installing: they run with your permissions and are not sandboxed.
- Context overhead matters: hundreds of MCP tools and many commands mean a steep learning curve.
02
Side-by-Side Comparison
Field
MetaGPTrufloCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 79.8k
License
MIT
MIT
Install Command
pip install --upgrade metagpt
npx ruflo@latest init wizard
Updated
9mo ago
1d ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
AI Orchestration, Multi-Agent System, Self-Learning AI
03
Features
MetaGPT01Accepts single-line requirements and generates comprehensive software artifacts (e.g., user stories, APIs, documentation).
02Emulates a software company by assigning distinct roles (e.g., PM, Architect, Engineer) to LLM agents.
03Orchestrates collaborative processes using Standard Operating Procedures (SOPs) for complex task completion.
04Supports integration with various Large Language Models and APIs (e.g., OpenAI, Azure, Ollama, Groq).
05Enables advanced capabilities like data interpretation and automated workflow generation.
ruflo01Adds a large set of specialised agents, commands, skills, hooks and an MCP server around Claude Code and Codex
02Agent swarms that self-organise and coordinate in the background through hooks
03Memory across sessions with local vector retrieval and learning from past runs
04Visual console to track workflows, agents, models, tokens and cost, with replay of runs
05Federation for agents on different machines to communicate
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
ruflo↳Running parallel Claude agent swarms for large-scale document processing
↳Building autonomous workflows that require inter-agent coordination and consensus
↳Deploying production AI pipelines with persistent vector memory across sessions
05
Best For
MetaGPTMost PopularEssential
rufloMost Popular
FAQ
FAQ
What is the difference between MetaGPT and ruflo?
Both MetaGPT and ruflo are in the Multi-Agent category. MetaGPT has 71.0k stars, while ruflo has 79.8k stars.
Which is better, MetaGPT or ruflo?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and ruflo if Running parallel Claude agent swarms for large-scale document processing.
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is ruflo free or open source?
Yes, ruflo is open source on GitHub (MIT).
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