MetaGPT

★ 71.0k

adk-java

★ 1.8k

MetaGPT vs adk-java

Q: Which is better, MetaGPT or adk-java?

By GitHub stars, MetaGPT has more community adoption, but the best choice depends on your specific use case.

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.; adk-java: The Agent Development Kit (ADK) for Java is an open-source, code-first toolkit designed for building, evaluating, and deploying sophisticated AI agents. It enables developers to define agent behavior, orchestration, and tool use directly in Java code for fine-grained control and robust integration with Google Cloud services.

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).

Read MetaGPT full review →

adk-javaMulti-Agent · ★ 1.8k

Building advanced AI agents with fine-grained control over their behavior and orchestration.

Read adk-java full review →

Side-by-Side Comparison

Field

MetaGPT

adk-java

Features

MetaGPT

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.

adk-java

01Rich Tool Ecosystem for diverse agent capabilities and Google ecosystem integration

02Code-First Development for defining agent logic, tools, and orchestration in Java

03Modular Multi-Agent Systems for designing scalable applications with specialized agents

04Built-in Development UI for testing, evaluating, debugging, and showcasing agents

05Integration with A2A protocol for remote agent-to-agent communication

Use Cases

MetaGPT

↳Data Interpreter

↳Debate

↳Researcher

adk-java

↳Building advanced AI agents with fine-grained control over their behavior and orchestration.

↳Integrating AI agents tightly with existing services, especially within Google Cloud.

↳Designing and deploying scalable, modular multi-agent systems for complex tasks.

Best For

MetaGPT

Most PopularEssential

adk-java

EssentialTrending

FAQ

What is the difference between MetaGPT and adk-java?

Both MetaGPT and adk-java are in the Multi-Agent category. MetaGPT has 71.0k stars, while adk-java has 1.8k stars.

Which is better, MetaGPT or adk-java?

The best choice depends on your use case. Choose MetaGPT if Data Interpreter, and adk-java if Building advanced AI agents with fine-grained control over their behavior and orchestration..

Is MetaGPT free or open source?

Yes, MetaGPT is open source on GitHub (MIT).

Is adk-java free or open source?

Yes, adk-java is open source on GitHub (Apache-2.0).

Cloud Infrastructure

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Alternatives to MetaGPT →Alternatives to adk-java →MetaGPT details →adk-java details →learn-claude-code vs MetaGPT →MetaGPT vs CrewAI →

TL;DR

Side-by-Side Comparison

Features

Use Cases

Best For

FAQ

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