CrewAI
★ 60.2k
vs
adk-python
★ 22.0k
CrewAI vs adk-python
CrewAI: CrewAI is a lean, lightning-fast Python framework designed for multi-agent automation, independent of other agent frameworks. It empowers developers to build autonomous AI agents with both high-level simplicity and precise low-level control for various scenarios.; adk-python: ADK (Agent Development Kit) is an open-source, code-first Python framework designed for building, evaluating, and deploying sophisticated AI agents with high flexibility and control. It simplifies the creation and orchestration of agent workflows, supporting everything from simple tasks to complex multi-agent systems, while being model and deployment agnostic.
01
TL;DR
CrewAIMulti-Agent · ★ 60.2k
When to choose:
- You want a Python framework that combines autonomous role-based agent teams (Crews) with deterministic event-driven workflows (Flows).
- You need built-in checkpointing, structured outputs, human-in-the-loop input, and MCP/A2A support under an MIT license.
When to skip:
- Your stack is .NET or multi-language; Microsoft Agent Framework or Google ADK cover non-Python runtimes.
- You want a lightweight, single-agent loop focused purely on strict Pydantic type validation; Pydantic AI is simpler for that.
adk-pythonMulti-Agent · ★ 22.0k
When to choose:
- You want Google's Apache-2.0, code-first toolkit with graph workflows, multi-agent hierarchies, a built-in dev UI, and evaluation tooling.
- Your team deploys on Google Cloud (Cloud Run or Vertex AI Agent Engine) or works across Python and ADK's other language editions.
When to skip:
- Your infrastructure is centred on Azure and .NET; Microsoft Agent Framework is tailored to that stack.
- You want a visual low-code workflow builder rather than writing Python code; n8n or Activepieces fit better.
02
Side-by-Side Comparison
Field
CrewAIadk-pythonCategory
Multi-Agent
Multi-Agent
Stars
★ 60.2k
★ 22.0k
License
MIT
Apache-2.0
Install Command
uv tool install crewai
pip install google-adk
Updated
1d ago
1d ago
Open Source
Yes
Yes
Tags
Multi-Agent Systems, AI Automation, Python
AI Agents, Python, Framework
03
Features
CrewAI01Standalone & Lean
02Flexible & Precise
03Seamless Integration
04Deep Customization
05Reliable Performance
adk-python01Rich Tool Ecosystem
02Code-First Development
03Agent Config
04Modular Multi-Agent Systems
05Deploy Anywhere
04
Use Cases
CrewAI↳Write Job Descriptions
↳Trip Planner
↳Stock Analysis
adk-python↳Building and deploying sophisticated AI agents from simple tasks to complex systems.
↳Orchestrating complex agent workflows with flexibility and control.
↳Designing and implementing scalable modular multi-agent systems.
05
Best For
CrewAIMost PopularEssentialTrending
adk-pythonMost PopularEssentialTrending
FAQ
FAQ
What is the difference between CrewAI and adk-python?
Both CrewAI and adk-python are in the Multi-Agent category. CrewAI has 60.2k stars, while adk-python has 22.0k stars.
Which is better, CrewAI or adk-python?
The best choice depends on your use case. Choose CrewAI if Write Job Descriptions, and adk-python if Building and deploying sophisticated AI agents from simple tasks to complex systems..
Is CrewAI free or open source?
Yes, CrewAI is open source on GitHub (MIT).
Is adk-python free or open source?
Yes, adk-python is open source on GitHub (Apache-2.0).
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