n8n AI Agent Tools and MCP: Extending Your Agent with External Capabilities

Discover the four pathways n8n offers to extend AI agents with external tools — from built-in nodes and universal connectors to the Model Context Protocol (MCP). Learn how to transform your AI agents from text-only chatbots into action-taking automations.

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n8n AI Agent Nodes Explained: Every Node Type and When to Use Them

n8n has over 70 AI nodes across seven categories. Learn every node type — Model, Agent, Chain, Memory, Vector Store, Embedding, and Output Parser — plus the decision framework that tells you when to use an AI Agent versus a Basic LLM Chain, so you stop overpaying for simple tasks.

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