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I often find myself in conversations where the same words keep popping up again and again: Agents, MCP, and A2A. Everyone seems excited about them. But the funny part is that when...
The history of distributed computing is one of protocol proliferation followed by consolidation. Common Object Request Broker Architecture (CORBA), Distributed Component Object Mod...
TL;DR: An MCP registry is a centralized catalog of MCP servers - what they do, how to connect, what tools they expose, and who's authorized to call them. Without one, every develop...
How Model Context Protocol is turning isolated language models into agents that can actually do thingsContinue reading on Medium »
A detailed look at MCP that turned my scattered tool definitions into a stable, discoverable server The post The Protocol That Cleaned Up Our Agent Architecture appeared first on T...
How a new open standard is quietly solving the N×M integration problem and turning isolated LLMs into active operating systems.Continue reading on Medium »
Вступление: Почему мы заговорили об MCP?Наверняка, вы, как читатели Хабра в 2025-2026 годах заметили всплеск интереса к аббревиатуре MCP. Много разных статей уже появилось на эту т...
Running a remote Model Context Protocol (MCP) server behind multiple instances presents immediate infrastructure challenges. Because the…Continue reading on Medium »
Last week I shipped a Model Context Protocol (MCP) server for my analytics SaaS. Now Claude Desktop, Cursor, and any MCP compatible client can query traffic, revenue, and funnel da...
При работе с локальными LLM через Claude Desktop, Kilo Code, Cursor или другие MCP-клиенты часто возникает одна и та же ситуация: Нужен filesystem для работы с файлами,web-search д...
While deploying Model Context Protocol (MCP) servers in production, enterprises need fine-grained access control across servers, observability into which teams use which tools, sec...
MCP provides a standard way for AI applications and external systems to communicate.
From the limitations of early LLMs to the rise of AI agents — understand why the Model Context Protocol (MCP) is becoming the standard for…Continue reading on Medium »
You finally got an AI assistant working the way you wanted. Then someone asked the obvious question: “Can it just check our database and…Continue reading on Medium »
Draft When I added an MCP server to RyTask (an open-source project tracker), I made one promise: anything a person can do in the UI, an AI agent can do over MCP. No read-only se...
What are MCP Servers? The Model Context Protocol (MCP) is an open standard that lets AI agents use external tools through a unified interface. Think of it as USB-C for AI — one p...
Even the most sophisticated AI (artificial intelligence) models are constrained by data trapped in information silos and legacy systems. The challenge is every new data source requ...
Approving an MCP server once for production is the first step in securing MCP. The real danger comes after that when the surface that the model is interacting with changes slowly b...
All the latest Model Context Protocol changes in the first half 2026, summarized.
Why 2026 is the year of AI interoperability, not just bigger language modelsContinue reading on Medium »
MCP Project Ideas for Improving Efficiency in Daily Work Research compiled: June 2026 What Is MCP and Why It Matters Now Model Context Protocol (MCP), launched by...
For the past two years, the AI world has been obsessed with finding the perfect prompt or building better UI wrappers around LLMs. But while everyone was distracted by the models t...
How agents discover tools, call services, and coordinate across systems is now standardizing. If you're building infrastructure that agents will use, it helps to know how the Model...
<p>A hosted MCP server that lets Claude, Copilot, Cursor, and other LLM clients answer Zerto questions using the actual help.zerto.com</p>
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