AgentIndex icon
AgentIndex
MetaGPT logo
MetaGPT
★ 71.0k
vs
openInvest logo
openInvest
★ 132

MetaGPT vs openInvest

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.; openInvest: openInvest is a self-hosted investment decision engine that plugs into agents such as Claude Code, Codex, Hermes and OpenClaw. It runs an information-isolated multi-agent committee, keeps an auditable decision trail and publishes backtests and negative results, positioning itself as a discipline and transparency tool rather than an alpha generator.

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 →
openInvest logo
openInvestMulti-Agent · ★ 132

Add a structured investment committee to a personal AI agent

Read openInvest full review →
02

Side-by-Side Comparison

Field
MetaGPT logoMetaGPT
openInvest logoopenInvest
Category
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 132
License
MIT
MIT
Install Command
pip install --upgrade metagpt
claude mcp add openinvest -e INVEST_HOME=~/openInvest -- uvx openinvest-mcp
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-agents, algorithmic-trading, claude
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.
openInvest logoopenInvest
01Multi-agent investment committee with information isolation and cross-challenge
02Auditable decision trail for every verdict
03Long-horizon backtesting with lookahead protection
04Published falsification tests and negative results
05Ships as an MCP server and CLI on PyPI
04

Use Cases

MetaGPT logoMetaGPT
↳Data Interpreter
↳Debate
↳Researcher
openInvest logoopenInvest
↳Add a structured investment committee to a personal AI agent
↳Keep auditable records of portfolio decisions
↳Study how LLM agents perform on investment decisions with honest backtests
05

Best For

MetaGPT logoMetaGPT
Most PopularEssential
openInvest logoopenInvest
—
FAQ

FAQ

What is the difference between MetaGPT and openInvest?
Both MetaGPT and openInvest are in the Multi-Agent category. MetaGPT has 71.0k stars, while openInvest has 132 stars.
Which is better, MetaGPT or openInvest?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and openInvest if Add a structured investment committee to a personal AI agent.
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is openInvest free or open source?
Yes, openInvest is open source on GitHub (MIT).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

Alternatives to MetaGPT →Alternatives to openInvest →MetaGPT details →openInvest details →learn-claude-code vs MetaGPT →MetaGPT vs CrewAI →