Implementing memory for AI assistants or conversational AI tools remains a complex engineering challenge. Large Language Models (LLMs) like ChatGPT are stateless by design—they only retain knowledge u

In this post, I’d like to share some thoughts on the Model Context Protocol (MCP) and compare two types of server integration methods it supports—STDIO and SSE, especially from the securit

As large language models (LLMs) find real-world use, the need for flexible ways to connect them with external tools is growing. The Model Context Protocol (MCP) is an emerging standard for structured

Today, I want to show how Model Context Protocol (MCP) servers using SSE transport can be made secure by adding authentication.

I'll use the Authorization HTTP header to read a Bearer token. Generati

Model Context Protocol (MCP) is now popular subject in discussions around AI and LLMs. It was designed to add a standard way to connect "external" tools to LLMs to make them more useful. Classic examp

I am interested in learning how LLMs can understand requests requiring a "tool call".

In this post "Tool Calling" and Ollama, there is a nice desc