# agenticdirect.io

Ideas about agentic AI, worked through in code.

> A notebook of proofs of concept for agentic AI by Karan Rao: MCP servers, agents and small experiments, each one working, written up and open source. None of it is production software.

## What this is, and isn't

- It is: working proofs of concept, thought through end to end, with notes on what I learned.
- It isn't: hardened, supported or production-ready. Everything runs against sandbox APIs.

## Projects

- [Duffel MCP server](https://agenticdirect.io/projects/duffel-mcp.md) (MCP server, Travel): An MCP server that lets an agent search, book, manage and cancel flights through the Duffel API from any MCP client, with tools for Duffel Stays.
- [Hotelbeds MCP server](https://agenticdirect.io/projects/hotelbeds-mcp.md) (MCP server, Travel): An MCP server that lets an agent find, price, book and cancel hotel stays through the Hotelbeds Booking API, and look up destinations and hotel details through the Content API.
- [Hotel attach agent](https://agenticdirect.io/projects/hotel-attach-agent.md) (Agent, Travel): An agent that takes a booked flight and suggests hotels for the trip conversationally, using live Hotelbeds sandbox data.