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Integration of Leapter logic into n8n workflows

There are various options to integrate the Leapter Logic Models into the n8n universe. This chapter will discuss possible scenarios and the required integration steps.

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1. Connect Leapter logic with n8n Agents

If you starting with the set up of an AI Agent within n8n you can add Leapter models as a tool (via MCP) for the Agent in n8n. The videos below explain this in more detail. The main steps required are also listed below:

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Step 1 - Setting up the Agent workflow in n8n

Add and configure up the required components of your n8n AI Agent. The Leapter Logic will be provided as a tool (MCP client).

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Step 2 - Retrieve the Leapter API information from the Leapter Logic Studio

Switch to the Leapter Logic Studio. In the “Share” menu click on “Connect” … … then copy the MCP URL to the clipboard.

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Step 3 - Configure the MCP client tool in n8n

Back in n8n add the connection information to the MCP tool in your workflow. Test the connection and the continue set up and testing your Agent workflow.

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2. Export your Leapter Logic Model to n8n

If you start your “implementation process” with the logic definition in the Leapter Logic Studio you have the opportunity to export your model as part of a basic n8n workflow. There are 3 options available:

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Option 1 - HTTP Workflow

Creates a 4-node workflow that calls your deployed model via HTTP API. Includes form input, data transformation, HTTP request, and result display.

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Option 2 - Code Workflow

Creates a 3-node workflow with transpiled JavaScript that executes your logic directly in n8n. No external API calls required.

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Option 3 - MCP Agent Workflow Template

Creates a 4-node workflow with Chat Trigger, AI Agent, MCP Client, and Simple Memory. The MCP Client connects to your deployed model and exposes all tools to the AI agent. Simple Memory enables the chatbot to maintain conversation context. After importing to n8n, connect an AI model (OpenAI, Anthropic, etc.) to the AI Agent node to complete the setup.