Understanding MCP servers: generic vs. domain-specific approaches

2025-05-16 par Horacio Gonzalez

Introduction: MCP Servers as APIs for LLMs

MCP Architecture

MCP (Model Context Protocol) servers are to Large Language Models (LLMs) what REST APIs are to applications: structured, standardized ways to interact with external data sources and tools. Like APIs, MCP servers vary significantly in design, from highly generic and flexible solutions to specialized, domain-specific ones.

In this post, we’ll delve deeper into these two approaches—generic versus domain-specific—and explain how thoughtful MCP server design can dramatically improve the usability and efficiency of LLM-powered applications.

DevRel at Clever Cloud

2025-03-11 par Horacio Gonzalez

What is DevRel?

DevRel at Clever Cloud

Developer Relations (DevRel) is about building bridges between tech companies and developers. The goal is to help developers better understand, use, and get the most out of the tools available to them, while also ensuring that companies improve their products through real user feedback.

DevRel typically involves several key activities:

Under the hood

2023-10-09 par Horacio Gonzalez

Why not simply use Wordpress?

LostInBrittany

Hello there, folks!

If you've been following my online adventures on LostInBrittany.org for the past couple of decades, you've seen it evolve from a mishmash of topics to a place where tech reigns supreme. I've used trusty old WordPress for this journey, running everything from my personal blog to corporate platforms like the current OVHcloud blog. Plus, I've set up countless blogs for friends, family, and various groups.

Hello world!

2023-10-05 par Horacio Gonzalez

My blog is reborn... again...

LostInBrittany

Hello to everyone out there – tech enthusiasts, wanderers, artists, and those just plain curious!

If you ventured into the varied pages of LostInBrittany.org in the past, you'd remember a mix of topics – from tech to art, to even optical illusions. That blog was where I combined my love for drawing with the exciting world of digital technology. Over time, priorities shifted, and while the old platform never really went away, its primary focus evolved.