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KnowKit

ADK Python vs MetaGPT (2026)

Compare ADK Python and MetaGPT: features, pricing, pros and cons. Find out which tool is right for you in 2026.

A
ADK Python
4.3
Open-source

Google's open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents.

Key Features

  • Code-first approach for AI agent development
  • Multi-agent system support with orchestration tools
  • Evaluation and deployment capabilities built-in
  • Google-backed with 19.2k GitHub stars

Pros

  • + Backed by Google with enterprise-grade design
  • + Code-first approach gives developers full control
  • + Built-in evaluation tools for agent quality assurance
Visit ADK Python
M
MetaGPT
4.5
Open-source

A multi-agent framework for AI software development with role-based agent collaboration.

Key Features

  • Multi-agent framework with role-based agent collaboration
  • Supports full software development lifecycle
  • Python implementation for customization and extension
  • Open source with 67.4k GitHub stars

Pros

  • + Unique role-based approach mirrors real development teams
  • + Handles multiple phases of software development
  • + Strong community with extensive documentation
Visit MetaGPT

Verdict

MetaGPT has a higher rating (4.5/5) and excels at Teams exploring multi-agent AI development. ADK Python is better suited for Building production AI agents with Google infrastructure. Choose based on your primary use case.