Roman`s notes
Search About Contact
Artificial Intelligence Science Fiction Українська AI Assistants Blockchain MCP, LLM Наукова фантастика

Implementing AI Chat Memory with MCP

30 April 2025

Implementing AI Chat Memory with MCP

Recently, I introduced the idea of using MCP (Model Context Protocol) to implement memory for AI chats and assistants. The core concept is to separate the assistant's memory from its core logic, turni

Continue Reading ...

Introducing CleverChatty – An AI Assistant Package for Go 🤖🐹

28 April 2025

AI,chatbots,Go

Introducing CleverChatty – An AI Assistant Package for Go 🤖🐹

I'm excited to introduce a new package for Go developers: CleverChatty.
CleverChatty implements the core functionality of an AI chat system. It e

Continue Reading ...

Benefits of Using MCP to Implement AI Chat Memory

18 April 2025

memory,AI,conversational agents

Benefits of Using MCP to Implement AI Chat Memory

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

Continue Reading ...

Which MCP Server Transport is Better? Comparing STDIO and SSE

16 April 2025

Which MCP Server Transport is Better? Comparing STDIO and SSE

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

Continue Reading ...

Building MCP SSE Server to integrate LLM with external tools

15 April 2025

mcp,sse,llm,external-tools,linux,security,authorization-token

Building MCP SSE Server to integrate LLM with external tools

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

Continue Reading ...

Implementing Authentication in a Remote MCP Server with SSE Transport

15 April 2025

mcp,llm,authentication,sse,server-sent-events,golang,python

Implementing Authentication in a Remote MCP Server with SSE Transport

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

Continue Reading ...
Older Never
Roman`s notes
About Contact