Connect a client
Follow an integration guide.
Learning path
Build something useful. Understand how it works.
Learn how tools, skills and MCP fit together. Start with a New Zealand example, choose a stack and build a workflow you can inspect.
Start in an assistant
Connect a supported client, ask a business question and inspect the tools used to answer it. Learn the difference between what a model says and what a connected source returns.
Run the quickstart
Complete a useful first call.
Build an automation
Use a recipe to add Aroai tools to a workflow. Follow credential setup, run the example and make sure an error or missing result is handled.
n8n client guide
Connect using a current MCP Client Tool.
Browse recipes
Choose a repeatable task.
Work in code
Start with the endpoint and your framework's current Streamable HTTP client. Inspect the actual tool schemas and outputs, then adapt the example to your application.
A first project: research a New Zealand business
Search for a business, choose a relevant match, read the entity details and prepare a summary of returned fields. Keep sources and gaps visible. Use the documented sample first, then an authorised live query.
Company research recipe
A complete task path with review points.
Learn the concepts as you build
Tools provide capabilities. Skills provide a reusable process. Recipes show an implementation. MCP connects a compatible client to the tools and context it can use.
Tools, skills and recipes
A short guide to the building blocks.
Local intelligence. Ready to build.
Start with a task you can inspect.
Connect a compatible client, choose a workflow and review the source fields that come back.