AgentIndex icon
AgentIndex
MetaGPT logo
MetaGPT
★ 71.0k
vs
switch logo
switch
★ 1.8k

MetaGPT vs switch

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.; switch: Switch turns channels in Slack, Microsoft Teams, Discord, Telegram and Mattermost into rooms where people and AI teammates work with shared context. Any agent that speaks its protocol can join, from a Claude Code agent on a laptop to a LangChain agent on a server, and the whole system can be self-hosted.

01

TL;DR

MetaGPT logo
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).
Read MetaGPT full review →
switch logo
switchMulti-Agent · ★ 1.8k

Work on a feature with a colleague and a Claude Code agent in one channel

Read switch full review →
02

Side-by-Side Comparison

Field
MetaGPT logoMetaGPT
switch logoswitch
Category
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 1.8k
License
MIT
NOASSERTION
Install Command
pip install --upgrade metagpt
—
Updated
9mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Multi-Agent System, Large Language Models, Software Development
ai-teammates, chatops, slack
03

Features

MetaGPT logoMetaGPT
01Accepts 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.
switch logoswitch
01Agents join channels in Slack, Teams, Discord, Telegram and Mattermost
02Any agent harness and model that speaks the protocol
03Per-agent roles, instructions and tools such as Google Workspace, Jira and GitHub
04Room-scoped context and access control
05Switch Console desktop app with a setup assistant
04

Use Cases

MetaGPT logoMetaGPT
↳Data Interpreter
↳Debate
↳Researcher
switch logoswitch
↳Work on a feature with a colleague and a Claude Code agent in one channel
↳Triage incoming requests with an agent in a dedicated channel
↳Respond to incidents with agents that pull metrics and find the cause
05

Best For

MetaGPT logoMetaGPT
Most PopularEssential
switch logoswitch
—
FAQ

FAQ

What is the difference between MetaGPT and switch?
Both MetaGPT and switch are in the Multi-Agent category. MetaGPT has 71.0k stars, while switch has 1.8k stars.
Which is better, MetaGPT or switch?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and switch if Work on a feature with a colleague and a Claude Code agent in one channel.
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is switch free or open source?
Yes, switch is open source on GitHub (NOASSERTION).
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