MCP in Practice: Comparing Top Agent Frameworks

26/06/2025

Reading Time: 2 minutes

Ağabey Alioğlu

Lead Software Engineer

Modern AI agents don’t just need tools, they need a common language. The Model Context Protocol (MCP) standardizes how agents discover and use tools across environments.

We put three leading frameworks to the test, Google ADK, OpenAI Agents SDK, and LangGraph, and examined how each integrates MCP in real-world scenarios.

What’s inside:

How each framework connects to MCP servers
Practical code samples to get started
Strengths, limitations, and when to use them.

For developers to build real agents, not just demos.

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MCP in Practice: Comparing Top Agent Frameworks

Ağabey Alioğlu

What’s inside:

Don’t miss out the latestCommencis Thoughts and News.

Ağabey Alioğlu

Don’t miss out the latestCommencis Thoughts and News.

Commencis Thoughts

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