Passion projects · proofs of concept

Ideas about agentic AI, worked through in code.

A notebook of things I've built to test an idea properly: MCP servers, agents and small experiments, starting with travel. Each one runs, each one is written up, and the code is open. 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 test environments, never live APIs. Fork it, learn from it, but don't ship it as is.

Projects

MCP serverAgentExperiment
MCP serverTravel

Duffel MCP

● Proof of concept

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.

tools
12
supply
Duffel Flights, Stays
MCP serverTravel

Hotelbeds MCP

● Proof of concept

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.

tools
9
supply
Hotelbeds Booking, Content
AgentTravel

Travel concierge

○ In progress

An agent that spots a flight booked without a hotel, decides whether and how to make contact, then helps the traveller choose a hotel through a short conversation instead of a search grid.

replies
Claude Haiku, live
test case
London to the Maldives
flow
budget → priorities → 3 hotels
ExperimentGeneral

WebMCP test flight

● Proof of concept

A test page that offers simulated flight-booking tools to AI agents through WebMCP and scores, live, how well your agent finds and uses them.

tools
4
checks
8
runs in
your browser
fares
simulated