Is the AI Agents Academy completely free?

Yes, 100% free. No sign-up, no credit card. All 13 modules, 57 lessons, and 110 quiz questions are accessible immediately. Your progress saves locally in your browser.

How is Infinity AI Agents Academy different from vendor-locked agent courses?

Unlike single-framework platforms (such as LangChain Academy or CrewAI University) that tie you to a single proprietary ecosystem, Infinity Tech Stack's AI Agents Academy is a 100% free, vendor-neutral engineering curriculum. It teaches the complete production stack across ReAct loops, LangGraph, CrewAI, Google ADK, OpenAI Agents SDK, A2A protocol, and Model Context Protocol (MCP) integration with in-browser terminal labs and zero sign-up required.

What topics does the AI Agents Academy cover?

The course covers agent fundamentals, ReAct loops, Plan-and-Solve, tool use & function calling, MCP integration, Agentic RAG, multi-agent systems (CrewAI, LangGraph), A2A protocol, Google ADK, agent memory, safety & guardrails, red teaming, CI/CD for agents, and production observability.

What is the A2A protocol?

A2A (Agent-to-Agent) is Google's open protocol for enabling interoperability between AI agents. It allows agents from different vendors and frameworks to discover each other, exchange capabilities via Agent Cards, and delegate tasks securely.

Google ADK (Agent Development Kit) is an open-source framework for building, orchestrating, and deploying AI agents. It supports Python, Go, Java, and TypeScript, and integrates with MCP for tools and A2A for agent-to-agent communication.

Do I need any prerequisites?

Basic programming knowledge is helpful but not required. The course starts from absolute fundamentals (what is an agent?) and progressively advances to expert-level topics like multi-agent orchestration and production safety.

Does the AI Agents Academy include hands-on labs?

Yes. Hands-on terminal labs are built into the lessons - build the minimal agent loop, scaffold a CrewAI crew, and launch LangGraph dev using real, vendor-verified commands, with objectives, hints, solutions, and XP rewards. No sign-up or setup needed.

In the MCP architecture, what role does Claude Desktop play?

An MCP Client — Claude Desktop is an MCP Client that connects to various MCP Servers to gain capabilities.

MCP: The Universal Tool Layer Tutorial | Tool Use & Function Calling

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MCP: The Universal Tool Layer

🔧 Tool Use & Function Calling⏱ 12 min⭐ 80 BASE XP⌨ HANDS-ON LAB

Model Context Protocol (MCP)

MCP is the open standard for connecting AI to data sources and tools. Think of it as USB-C for AI.

Instead of writing custom API wrappers for every service, you run an MCP Server. The MCP Server exposes standard Tools, Resources (read-only data), and Prompts.

MCP Servers: Lightweight connectors to databases, Jira, GitHub, local files, etc.
MCP Clients: Applications like Claude Desktop, Cursor, or your custom agent framework that consume the server.
Transports: Connect via local stdio for same-machine servers or remote Streamable HTTP for stateless, network-accessible servers. Streamable HTTP replaced the earlier SSE transport with a simpler, stateless protocol design that eliminates the need for long-lived connections and server-side session management.

💡 Key Insight: MCP separates the "thinking" (the LLM) from the "doing" (the tools). Because it is a unified protocol, you can hot-swap any compatible agent client with any compatible tool server.

⌨ HANDS-ON LABLaunch an MCP Server Locally

⭐ +150 XP

Before wiring MCP into an agent, prove the plumbing works. Launch a reference server, then open the MCP Inspector to poke at its tools.

1Launch the filesystem reference server with npx (package: @modelcontextprotocol/server-filesystem).

2Open the MCP Inspector to interactively test any server (package: @modelcontextprotocol/inspector).

lab-sandbox — simulated environment

INFINITY LAB SANDBOX v2.6 — simulated shell
Type the command for the current objective. Helpers: "hint", "solution", "clear".
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OBJECTIVE 1 / 2 — type "hint" if stuck

SYNAPSE VERIFICATION

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What are the three primary capabilities exposed by an MCP server?

Databases, APIs, Local Files

Tools, Resources, Prompts

Authentication, Routing, Execution

Agents, LLMs, Memory