Blog
An LLM does not need to understand MCP
August 6, 2025 - Roy Derks
Model Context Protocol (MCP) has become the standard for tool calling when building agents, but contrary to popular belief, your ...
Similar Articles (10 found)
🔍 73.7% similar
After a few years of prompt engineering being the focus of attention in applied AI, a new term has come to prominence: context engineering. Building w...
🔍 72.2% similar
The thing that a lot of people miss with MCP is that it's the right fit for enterprise software. LLMs, being universal translators, are the ideal glue...
🔍 71.0% similar
Written together with Ilan Strauss, Isobel Moure, and Tim O’Reilly as part of the AI Disclosures Project. Originally published on our blog: Asimov’s A...
🔍 70.9% similar
Some concepts are easy to grasp in the abstract. Boiling water: apply heat and wait. Others you really need to try. You only think you understand how ...
🔍 70.4% similar
MCP is a protocol for connecting third-party services - databases, APIs, tools, etc. - to LLMs. Creating an MCP server defines how a client can intera...
🔍 68.3% similar
What if you don't need MCP at all?
2025-11-02
Table of contents
After months of agentic coding frenzy, Twitter is still ablaze with discussions about ...
🔍 67.2% similar
In the spirit of 12 Factor Apps. The source for this project is public at https://github.com/humanlayer/12-factor-agents, and I welcome your feedback ...
🔍 65.8% similar
Member-only story
How to 10x Productivity with AI
Unlock 5 high-impact techniques to apply LLMs
The development of LLMs has fundamentally changed the ...
🔍 64.8% similar
Today AI coding assistants feel like magic. You describe what you want in sometimes barely coherent English, and they read files, edit your project, a...
🔍 64.5% similar
Designing agentic loops
30th September 2025
Coding agents like Anthropic’s Claude Code and OpenAI’s Codex CLI represent a genuine step change in how u...