MetaGPT
★ 71.0k
vs
paperclip
★ 108.0k
MetaGPT vs paperclip
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.; paperclip: Paperclip is a Node.js server and React UI that orchestrates a team of AI agents around business goals, with org charts, task threads, budgets and approval gates. You bring your own agents, such as OpenClaw, Claude Code, Codex, Cursor or Gemini CLI, and track their work and costs from one dashboard.
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).
paperclipMulti-Agent · ★ 108.0k
Coordinate many Claude Code or Codex agents toward one goal
02
Side-by-Side Comparison
Field
MetaGPTpaperclipCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 108.0k
License
MIT
MIT
Install Command
pip install --upgrade metagpt
npx paperclipai@latest onboard --yes
Updated
9mo ago
1d ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
agent-orchestration, org-chart, governance
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.
paperclip01Bring any agent that can receive a heartbeat into one org chart
02Goal alignment from company goals down to tasks
03Company, agent and project budgets with alerts and pause at limits
04Review and approval stages, plus pause, reassign or stop
05Skill Studio, scheduled routines and multi-organization deployments
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
paperclip↳Coordinate many Claude Code or Codex agents toward one goal
↳Enforce budgets on autonomous agents running 24/7
↳Review agent output from task threads on mobile
05
Best For
MetaGPTMost PopularEssential
paperclipMost Popular
FAQ
FAQ
What is the difference between MetaGPT and paperclip?
Both MetaGPT and paperclip are in the Multi-Agent category. MetaGPT has 71.0k stars, while paperclip has 108.0k stars.
Which is better, MetaGPT or paperclip?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and paperclip if Coordinate many Claude Code or Codex agents toward one goal.
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is paperclip free or open source?
Yes, paperclip is open source on GitHub (MIT).
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