Block II · The apps, at a professional level · Lesson 14
MCP, A2A and Agent Skills: the standards that connect AI
You'll learn what an MCP server is and what it's for, how remote servers and MCP Apps with an interface work, how agents talk to each other with A2A and how a skill is packaged.
- 10 min
- 9 animated slides
- 4-question quiz
- Narrated in 6 languages
What you'll see in this lesson
- MCP: the USB-C of artificial intelligence
MCP is an open standard for connecting an AI to your tools and data: one connector works with many apps.
- Tools, resources and prompts
An MCP server offers three kinds of pieces, and each is controlled by someone different: the model, the app or you.
- Local and remote servers
A local server runs on your computer and talks over stdio; a remote one lives on the internet and connects over HTTP with a URL.
- Remote with OAuth: sign in without your password
Protected remote servers use OAuth 2.1: you sign in on the service's website and the app receives a token with limited permissions.
- MCP Apps: interactive interfaces in the chat
With the MCP Apps extension, a tool can return a small interactive web page, like a chart, a form or a map.
- A2A: when agents talk to each other
A2A is an open protocol for agents from different companies and programs to hand each other tasks, without revealing how they work inside.
- Agent Skills: package your know-how
A skill is a folder with a SKILL.md file of instructions and, if needed, scripts, references and templates.
- Progressive loading: only what's needed
The agent doesn't read every skill in full: first only its name and description, and the rest only when it needs it.
- Summary: the standards that connect AI
MCP connects agents with tools, A2A connects agents with each other and Agent Skills package how to do each task.
Tools and concepts
- MCP
- MCP Apps
- A2A
- agentskills.io
Sign in with your Google account to access this lesson and the whole course.
More lessons in this block
- ChatGPT, Claude and Gemini: which plan is right for you
- Set up ChatGPT to work your way
- Set up Claude: preferences, projects, memory and skills
- Cowork and Claude in Chrome: hand off whole jobs
- The Google ecosystem: Gemini, Gems, Flow and Antigravity
- Gemini Notebook (formerly NotebookLM): study with your own sources
- AI browsers: agents that browse for you