MetaGPT
★ 71.0k
vs
Deft
★ 635
MetaGPT vs Deft
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.; Deft: Deft is a self-hostable, open-source workspace that integrates humans and AI agents in a shared environment for chat, tasks, knowledge, calendar, approvals, and receipts. It aims to unify fragmented tools like Slack, Notion, and task trackers, allowing AI agents to connect directly to the team's work record.
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).
DeftMulti-Agent · ★ 635
Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow.
02
Side-by-Side Comparison
Field
MetaGPTDeftCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 635
License
MIT
AGPL-3.0
Install Command
pip install --upgrade metagpt
git clone https://github.com/Maneek21/Deft.git && cd Deft && docker compose build deft init doctor smoke && docker compose up -d && docker compose run --rm init
Updated
9mo ago
1d ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
Collaboration, AI Agents, Workspace
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.
Deft01Unified Workspace for Humans and AI: Shares chat, tasks, knowledge, calendar context, and approvals between people and AI agents.
02Comprehensive Productivity Tools: Includes real-time chat, task management (Board, Table, Timeline, Calendar, Pipeline views), and a robust knowledge base.
03Governed AI Agent Actions: Agents operate with approval tiers, trust levels, token scopes, and activity history, ensuring safe and accountable interactions.
04Provider-Neutral AI Integration: Supports OpenAI, Anthropic, OpenRouter, and local Ollama-style providers for flexible AI configuration.
05Extensible Module System: Allows developers to add domain-specific collections and applications while inheriting core workspace primitives.
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
Deft↳Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow.
↳Automating Workspace Tasks: AI agents can retrieve relevant context, draft changes, and update tasks or records within the shared workspace under human governance.
↳Centralizing Organizational Knowledge: Create a durable team memory by separating transient conversations from structured knowledge, accessible to both humans and agents.
↳Self-Hosting a Unified Productivity Platform: Companies can self-host a comprehensive workspace that combines chat, tasks, notes, calendar, and AI capabilities without vendor lock-in.
↳Building Custom Workspace Extensions: Developers can extend Deft's functionality by building custom modules that leverage the existing identity, permissions, and context system.
05
Best For
MetaGPTMost PopularEssential
Deft—
FAQ
FAQ
What is the difference between MetaGPT and Deft?
Both MetaGPT and Deft are in the Multi-Agent category. MetaGPT has 71.0k stars, while Deft has 635 stars.
Which is better, MetaGPT or Deft?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and Deft if Team Collaboration with AI Assistance: Teams can manage projects, communicate, and share knowledge, with AI agents actively participating in the workflow..
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is Deft free or open source?
Yes, Deft is open source on GitHub (AGPL-3.0).
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