AgentIndex icon
AgentIndex
marvis logo
marvis
★ 14
vs
MetaGPT logo
MetaGPT
★ 71.0k

marvis vs MetaGPT

marvis: Marvis is a self-hosted 'Company Brain' that captures and structures AI agents' work into a cross-project Knowledge Graph, enabling them to manage projects and coordinate tasks effectively. It helps agents stop forgetting, keeps work on track, and provides a tamper-evident audit log, learning from their activities over time.; 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

marvis logo
marvisMulti-Agent · ★ 14

AI agents managing and coordinating development projects.

Read marvis full review →
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 →
02

Side-by-Side Comparison

Field
marvis logomarvis
MetaGPT logoMetaGPT
Category
Multi-Agent
Multi-Agent
Stars
★ 14
★ 71.0k
License
NOASSERTION
MIT
Install Command
pip install marvisx-cli && marvis init
pip install --upgrade metagpt
Updated
1mo ago
9mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
AI Agents, Knowledge Graph, Project Management
Multi-Agent System, Large Language Models, Software Development
03

Features

marvis logomarvis
01Agent memory persistence through captured work artifacts.
02Cross-project Knowledge Graph for linking decisions, code, and documents.
03Constitution-enforced safety rules and an immutable audit log.
04Agent-native Management and Control Plane (MCP) surface for seamless integration.
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.
04

Use Cases

marvis logomarvis
↳AI agents managing and coordinating development projects.
↳Establishing a persistent memory and learning system for agents' activities.
↳Ensuring project alignment and detecting deviation from intent.
↳Providing a governed and auditable environment for agent operations.
MetaGPT logoMetaGPT
↳Data Interpreter
↳Debate
↳Researcher
05

Best For

marvis logomarvis
—
MetaGPT logoMetaGPT
Most PopularEssential
FAQ

FAQ

What is the difference between marvis and MetaGPT?
Both marvis and MetaGPT are in the Multi-Agent category. marvis has 14 stars, while MetaGPT has 71.0k stars.
Which is better, marvis or MetaGPT?
The best choice depends on your use case. Choose marvis if AI agents managing and coordinating development projects., and MetaGPT if Data Interpreter.
Is marvis free or open source?
Yes, marvis is open source on GitHub (NOASSERTION).
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
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