adk-python logo
adk-python
★ 22.0k
vs
A2A_ADK_MCP logo
A2A_ADK_MCP
★ 11

adk-python vs A2A_ADK_MCP

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.; A2A_ADK_MCP: A2A_ADK_MCP combines Google's Agent Development Kit with the A2A communication protocol and MCP control protocol to build robust multi-agent systems. It provides an environment for creating scalable, real-time communicating, and customizable agents for various intelligent applications.

01

TL;DR

adk-python logo
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.
A2A_ADK_MCP logo
A2A_ADK_MCPMulti-Agent · ★ 11

Developing intelligent applications using multi-agent paradigms.

02

Side-by-Side Comparison

Field
adk-python logoadk-python
A2A_ADK_MCP logoA2A_ADK_MCP
Category
Multi-Agent
Multi-Agent
Stars
★ 22.0k
★ 11
License
Apache-2.0
Apache-2.0
Install Command
pip install google-adk
git clone https://github.com/Roji-val/A2A_ADK_MCP/raw/refs/heads/main/clients/AD_MCP_3.4.zip && cd A2A_ADK_MCP && pip install -r https://github.com/Roji-val/A2A_ADK_MCP/raw/refs/heads/main/clients/AD_MCP_3.4.zip
Updated
1d ago
8mo ago
Open Source
Yes
Yes
Tags
AI Agents, Python, Framework
Multi-Agent Systems, Google ADK, A2A Protocol
03

Features

adk-python logoadk-python
01Rich Tool Ecosystem
02Code-First Development
03Agent Config
04Modular Multi-Agent Systems
05Deploy Anywhere
A2A_ADK_MCP logoA2A_ADK_MCP
01Easy Integration
02Scalability
03Real-time Communication
04Customizable Agents
05Robust Documentation
04

Use Cases

adk-python logoadk-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.
A2A_ADK_MCP logoA2A_ADK_MCP
↳Developing intelligent applications using multi-agent paradigms.
↳Managing complex tasks through collaborative agent interactions.
↳Coordinating actions and behaviors among multiple autonomous agents.
↳Enhancing existing applications with advanced multi-agent capabilities.
05

Best For

adk-python logoadk-python
Most PopularEssentialTrending
A2A_ADK_MCP logoA2A_ADK_MCP
—
FAQ

FAQ

What is the difference between adk-python and A2A_ADK_MCP?
Both adk-python and A2A_ADK_MCP are in the Multi-Agent category. adk-python has 22.0k stars, while A2A_ADK_MCP has 11 stars.
Which is better, adk-python or A2A_ADK_MCP?
The best choice depends on your use case. Choose adk-python if Building and deploying sophisticated AI agents from simple tasks to complex systems., and A2A_ADK_MCP if Developing intelligent applications using multi-agent paradigms..
Is adk-python free or open source?
Yes, adk-python is open source on GitHub (Apache-2.0).
Is A2A_ADK_MCP free or open source?
Yes, A2A_ADK_MCP is open source on GitHub (Apache-2.0).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related