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Documentation Lookup AI Agent using Context7 and Gemini

n8n template #4547
This n8n workflow template uses community nodes and is only compatible with the self-hosted version of n8n. This workflow demonstrates how to build and expose a sophisticated n8n AI Agent as a single, callable tool using the Multi-Agent Collaboration Protocol (MCP). It allows external clients or other AI systems to easily query software library documentation via Context7, without needing to manage the underlying tool orchestration or complex conversational logic. Core Idea: Instead of building complex agentic loops on the client-side (e.g., in Python, a VS Code extension, or another AI development environment), this workflow offloads the entire agent's reasoning and tool-use process to n8n.

Hand off to your agent

Prompt

Help me set up the n8n workflow "Documentation Lookup AI Agent using Context7 and Gemini" (https://n8n.io/workflows/4547). It uses: AI Agent, Simple Memory, Call n8n Workflow Tool, Google Gemini Chat Model. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.

Paste into Claude Code and it will do the rest.

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