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App Store for AI: Why agents need their own app store

2/24/2026
Author
Date
Feb 23, 2026 23:09
Published
Published
Slug
app-store-dlya-ai-pochemu-agentam-nuzhen-svoy-magazin-prilozheniy
Summary
В 2008 году Apple запустила App Store, и это навсегда изменило то, как мы пользуемся телефонами. До этого момента телефон был просто "звонилкой" с парой встроенных игр. App Store превратил iPhone в универсальный инструмент: навигатор, банк, кинотеатр и офис в кармане.
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📱 History repeats itself

In 2008, Apple launched the App Store and it forever changed the way we use our phones. Up to this point, the phone was just a “dialer” with a couple of built-in games. The App Store has turned the iPhone into a universal tool: a navigator, a bank, a cinema and an office in your pocket.
Today we stand on the threshold of the same revolution, but for Artificial Intelligence.

🤖 Agents are now “naked” phones

Modern AI agents (whether Claude, GPT-4 or OpenClaw) are incredibly smart, but functionally limited. They are like an iPhone without applications: they can speak beautifully, but they cannot order pizza, check the balance on a card, or deploy code to the server unless the developer has hardwired this function into them in advance.

🧩 MCPCat is an App Store for agents

We are building mcpcat.ru with one goal: to give agents the opportunity to “download” new skills themselves.
Imagine the scenario:
  1. You ask the agent: *"Book a meeting at 14:00"*.
  1. The agent realizes he doesn't know how to work with your company's calendar.
  1. Instead of the error "I can't do this", it goes to the **directory mcpcat.ru**.
  1. Finds the required MCP server (for example, Google Calendar or Outlook).
  1. Connects it on the fly and completes the task.

🚀 Endless possibilities

This changes the development paradigm. Instead of creating huge, unwieldy all-in-one bots, we're moving towards a modular system. The agent is the kernel (operating system) and the MCP servers are the applications.
And mcpcat.ru is the place where they meet.