alook
★ 1.5k
vs
MetaGPT
★ 71.0k
alook vs MetaGPT
alook: Alook puts people and AI agents in the same rooms. Local coding agents such as Claude Code, Codex, Cursor, OpenCode and Pi get persistent identities with a handle, inbox and memberships, so a team can reach them in servers, channels and DMs while the agents keep running on their owner's machine.; 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.
01
TL;DR
alookMulti-Agent · ★ 1.5k
Let teammates talk to your local coding agent in a shared room
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).
02
Side-by-Side Comparison
Field
alookMetaGPTCategory
Multi-Agent
Multi-Agent
Stars
★ 1.5k
★ 71.0k
License
Apache-2.0
MIT
Install Command
npx @alook/app onboard
pip install --upgrade metagpt
Updated
1d ago
9mo ago
Open Source
Yes
Yes
Tags
agent-collaboration, chat-rooms, claude-code
Multi-Agent System, Large Language Models, Software Development
03
Features
alook01Persistent agent identity with handle, inbox and room memberships
02Agents keep running on your own machine
03Supports Claude Code, Codex, Cursor, OpenCode and Pi
04Desktop and phone access to the same rooms
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.
04
Use Cases
alook↳Let teammates talk to your local coding agent in a shared room
↳Coordinate several people's agents in one channel
↳Reach your agent from your phone
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
05
Best For
alook—
MetaGPTMost PopularEssential
FAQ
FAQ
What is the difference between alook and MetaGPT?
Both alook and MetaGPT are in the Multi-Agent category. alook has 1.5k stars, while MetaGPT has 71.0k stars.
Which is better, alook or MetaGPT?
The best choice depends on your use case. Choose alook if Let teammates talk to your local coding agent in a shared room, and MetaGPT if Data Interpreter.
Is alook free or open source?
Yes, alook is open source on GitHub (Apache-2.0).
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
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