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Entrepreneurship

OpenBnB

Building tools to reduce friction in short-term rental discovery and direct booking.
Year
2024 - Present
Technology
Chrome Extension / MCP / AI

Short-term rental platforms have consolidated discovery but fragmented trust. Guests pay 15–20% in service fees. Hosts lose margin and own no relationship with their guests. The problem isn’t supply — it’s the layer between.

OpenBnB started as a question: what’s the minimum viable surface to reconnect hosts and guests?

Chrome Extension

The first answer was a browser extension. Rather than building a competing marketplace, the extension layers onto existing Airbnb browsing — detecting listings where hosts have a direct booking website and surfacing that link inline.

The interaction model was intentionally low-friction: no account, no redirect, no onboarding. Highlight, click, go. The extension auto-checks listings in the background and visually marks which ones have a direct option available.

Rated ★★★★★ on the Chrome Web Store.

MCP Server

The second surface came from a different angle. As AI assistants became practical travel planning tools, the question shifted: how do you bring rental search into that context?

The mcp-server-airbnb is an open-source Model Context Protocol server that lets AI agents query Airbnb listings directly — searching by location, dates, guest count, price range, and more, then retrieving full property details including amenities, house rules, and booking links.

It picked up ~400 stars and ~100 forks organically, signaling real demand for rental data in agentic contexts.

Tools exposed:

  • airbnb_search — location, dates, guests, price filters, pagination
  • airbnb_listing_details — amenities, coordinates, house rules, direct booking link

Works with Claude Desktop, Cursor, and any MCP-compatible client via stdio.

MCP App (upcoming)

The next layer is a native MCP app for ChatGPT and Claude — a guest-facing interface for finding rentals directly within AI conversations, without leaving the chat context. Rather than linking out to a search page, the app surfaces listings, filters, and direct booking options as a first-class part of the conversation.

The through-line across all three surfaces: meet the user where they already are.

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