MetaGPT
★ 71.0k
vs
openmake_llm
★ 43
MetaGPT vs openmake_llm
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.; openmake_llm: OpenMake LLM is an open-source, local-first, self-hosted AI workspace that provides vLLM/LiteLLM inference for open-weight and BYOK models. It features autonomous AI agents, deep research capabilities, and a Model Context Protocol (MCP) tool system, all behind JWT auth and role-based access control.
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).
openmake_llmMulti-Agent · ★ 43
Hosting a personal, secure, and self-hosted AI assistant.
02
Side-by-Side Comparison
Field
MetaGPTopenmake_llmCategory
Multi-Agent
Multi-Agent
Stars
★ 71.0k
★ 43
License
MIT
MIT
Install Command
pip install --upgrade metagpt
git clone https://github.com/openmake/openmake_llm.git && cd openmake_llm && npm install
Updated
9mo ago
1d ago
Open Source
Yes
Yes
Tags
Multi-Agent System, Large Language Models, Software Development
Self-hosted AI, LLM Inference, Autonomous Agents
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.
openmake_llm01Role-based Model Orchestration
02Autonomous Agent Tasks with Docker Sandboxes
03Deep Research Pipeline
04Modular Context Protocol (MCP) Tool System
05Multilingual User Interface
04
Use Cases
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
openmake_llm↳Hosting a personal, secure, and self-hosted AI assistant.
↳Automating complex multi-step tasks with autonomous agents.
↳Conducting in-depth, cited research and report generation.
↳Unifying multiple LLM providers and tools into a single workspace.
↳Developing and deploying custom AI agents and skills.
05
Best For
MetaGPTMost PopularEssential
openmake_llm—
FAQ
FAQ
What is the difference between MetaGPT and openmake_llm?
Both MetaGPT and openmake_llm are in the Multi-Agent category. MetaGPT has 71.0k stars, while openmake_llm has 43 stars.
Which is better, MetaGPT or openmake_llm?
The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and openmake_llm if Hosting a personal, secure, and self-hosted AI assistant..
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
Is openmake_llm free or open source?
Yes, openmake_llm is open source on GitHub (MIT).
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