asap-protocol
★ 16
vs
MetaGPT
★ 71.0k
asap-protocol vs MetaGPT
asap-protocol: ASAP is a production-ready protocol for agent-to-agent communication and task coordination. It addresses challenges like connection complexity, state drift, and fragmentation in multi-agent systems. It provides stateful orchestration, MCP integration, and advanced security features.; 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
asap-protocolMulti-Agent · ★ 16
Multi-agent orchestration with complex workflows
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
asap-protocolMetaGPTCategory
Multi-Agent
Multi-Agent
Stars
★ 16
★ 71.0k
License
Apache-2.0
MIT
Install Command
uv add asap-protocol
pip install --upgrade metagpt
Updated
1d ago
9mo ago
Open Source
Yes
Yes
Tags
agent-communication, agentic-workflows, ai-agents
Multi-Agent System, Large Language Models, Software Development
03
Features
asap-protocol01Stateful orchestration with task state machine and snapshotting
02Schema-first design using Pydantic v2 and JSON Schema
03Async-native with asyncio and httpx support
04MCP integration for tool execution and coordination
05Security features including Bearer auth, OAuth2/JWT, Ed25519 signed manifests, and mTLS
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
asap-protocol↳Multi-agent orchestration with complex workflows
↳Stateful workflows requiring persistence and resumability
↳Production systems needing high-performance, type-safe agent communication
MetaGPT↳Data Interpreter
↳Debate
↳Researcher
05
Best For
asap-protocol—
MetaGPTMost PopularEssential
FAQ
FAQ
What is the difference between asap-protocol and MetaGPT?
Both asap-protocol and MetaGPT are in the Multi-Agent category. asap-protocol has 16 stars, while MetaGPT has 71.0k stars.
Which is better, asap-protocol or MetaGPT?
The best choice depends on your use case. Choose asap-protocol if Multi-agent orchestration with complex workflows, and MetaGPT if Data Interpreter.
Is asap-protocol free or open source?
Yes, asap-protocol is open source on GitHub (Apache-2.0).
Is MetaGPT free or open source?
Yes, MetaGPT is open source on GitHub (MIT).
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