claw-orchestrator
★ 597
vs
MetaGPT
★ 71.0k
claw-orchestrator vs MetaGPT
claw-orchestrator: Claw Orchestrator runs several coding agents as persistent sessions behind one API and keeps the verdict out of their hands. You declare checks, the runtime runs them itself, reads the exit codes and keeps the evidence on disk.; 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
claw-orchestratorMulti-Agent · ★ 597
Stop trusting an agent's own "all tests pass" claim
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).
02
Side-by-Side Comparison
Field
claw-orchestratorMetaGPTCategory
Multi-Agent
Multi-Agent
Stars
★ 597
★ 71.0k
License
MIT
MIT
Install Command
npm install -g @enderfga/claw-orchestrator
pip install --upgrade metagpt
Updated
1d ago
9mo ago
Open Source
Yes
Yes
Tags
coding-agents, orchestration, claude-code
Multi-Agent System, Large Language Models, Software Development
03
Features
claw-orchestrator01One runtime for Claude Code, Codex, Antigravity, Grok Build and OpenCode
02Runtime-executed checks decide whether a run is verified or refuted
03Local dashboard plus per-run model, token, cost and verdict history
04CLI commands to solve, verify and list runs
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.
04
Use Cases
claw-orchestrator↳Stop trusting an agent's own "all tests pass" claim
↳Compare several coding agents on the same bug with the same checks
↳Track token spend and cost across engines
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
05
Best For
claw-orchestratorTrendingHidden Gem
MetaGPTMost PopularEssential
FAQ
FAQ
What is the difference between claw-orchestrator and MetaGPT?
Both claw-orchestrator and MetaGPT are in the Multi-Agent category. claw-orchestrator has 597 stars, while MetaGPT has 71.0k stars.
Which is better, claw-orchestrator or MetaGPT?
The best choice depends on your use case. Choose claw-orchestrator if Stop trusting an agent's own "all tests pass" claim, and MetaGPT if Data Interpreter.
Is claw-orchestrator free or open source?
Yes, claw-orchestrator is open source on GitHub (MIT).
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
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