MetaGPT
★ 71.0k
vs
munin
★ 20
MetaGPT vs munin
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.; munin: Munin is an open-source, headless alternative to HubSpot, integrating CRM, CMS, knowledge base, conversations, outreach, and analytics within a single Postgres schema. It exposes these functionalities as agent-driven tools via the Model Context Protocol (MCP), enabling AI agents or humans to automate business operations and customer interactions.
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).
muninMulti-Agent · ★ 20
Automated Customer Support: Deploy AI agents to answer live customer conversations via chat widgets, email, SMS, and voice, with seamless human handoff.
02
Side-by-Side Comparison
Field
MetaGPTmuninCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 20
License
MIT
MIT
Install Command
pip install --upgrade metagpt
git clone https://github.com/getmunin/munin.git && cd munin && cp .env.example .env && docker compose up
Updated
9mo ago
2d ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
CRM, CMS, Knowledge Base
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.
munin01Integrated Business Modules: Combines CRM, CMS, Knowledge Base, Conversations, Outreach, and Analytics in one unified system.
02Agent-Driven Headless Architecture: Designed for AI agents to interact via MCP tools, with a minimal dashboard for settings and human review.
03Automated Conversation & Curation Loops: Includes in-process agent runners for live customer conversations across channels and background tasks like KB curation and CRM hygiene.
04Playbooks & Skills for Workflows: Supports multi-step, cross-module workflows defined as markdown procedures, callable by both internal and external AI agents.
05Data Portability & Audit Log: Provides symmetric export/import tools for data migration and logs every action to an audit trail with webhook capabilities.
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
munin↳Automated Customer Support: Deploy AI agents to answer live customer conversations via chat widgets, email, SMS, and voice, with seamless human handoff.
↳AI-Powered Marketing & Sales Operations: Manage CRM contacts, run propose-only email outreach campaigns, and use AI for content curation and sales activity suggestions.
↳Building Custom AI Assistants: Integrate with MCP-compatible AI clients (e.g., Claude, Cursor) to enable them to directly manage business data and execute workflows.
↳Headless Content Management & Knowledge Base: Utilize the CMS and Knowledge Base modules to power websites or applications, with AI-driven content generation and search capabilities.
↳Automating Internal Business Processes: Implement playbooks and curator loops for tasks like CRM hygiene, scheduled content review, and data migration.
05
Best For
MetaGPTMost PopularEssential
munin—
FAQ
FAQ
What is the difference between MetaGPT and munin?
Both MetaGPT and munin are in the Multi-Agent category. MetaGPT has 71.0k stars, while munin has 20 stars.
Which is better, MetaGPT or munin?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and munin if Automated Customer Support: Deploy AI agents to answer live customer conversations via chat widgets, email, SMS, and voice, with seamless human handoff..
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is munin free or open source?
Yes, munin is open source on GitHub (MIT).
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