Inside Airbnb MCP server

@pipeworx/inside-airbnb

Short-term rental (Airbnb) listings by city: median nightly price, room-type and neighbourhood breakdowns, and filterable listing-level rows — price, room type, availability, review counts — for every city this pack has loaded. Fleet #2973.

Part of Pipeworx — an MCP gateway connecting AI agents to 1784+ live data sources. This is an independent, unofficial integration — not affiliated with, endorsed by, or published by the upstream provider.

Tools

median nightly price, and that city's own scrape date (dataasof — coverage dates differ city to city).

• liststrcities() — every covered city, with listing count, overall

room-type breakdown (entire home/apt, private room, shared room, hotel room — each with its own count and median price), and the top neighbourhoods by listing count (each with its own count and median price). An uncovered city is refused by name, listing every covered city.

• strcitysummary(city) — total listings, overall median price, a

— listing-level rows: id, public listing URL, listing title, neighbourhood, room type, price, minimum nights, review counts, last review date, availability365, and the host's total listing count (a bare number). limit defaults to 50 (max 200); a response with more matching rows than returned carries truncated: true and totalmatching rather than silently dropping them.

• strlistings(city, neighbourhood?, roomtype?, minprice?, maxprice?, limit?, offset?)

City names resolve loosely ("NYC", "New York", "new-york-city" all work; see CITYALIASES in src/store.ts). roomtype accepts the four canonical values or a loose match ("apartment" → "Entire home/apt").

Personal data

Inside Airbnb's raw per-listing file carries hostid, hostprofileid, hostname (the host's first name) and license (which can hold a local registration number) on every row. None of those four columns are read by the loader, and none exist in any D1 table this pack serves from — there is no column to accidentally select, not merely a field left out of the response shape. calculatedhostlistings_count is kept because it is a bare count, not an identifier — how many listings that host runs, not who they are. Every response is listing-level or city/neighbourhood-level only: price, room type, availability, neighbourhood, review counts, and aggregates built from those, plus a listing id and the public https://www.airbnb.com/rooms/ URL (both already public on Airbnb's own site).

Auth

Keyless. The tools answer only through the Pipeworx gateway, which holds the data; a standalone npm install has no data to read, and every tool throws a clear "not bound in this runtime" error there instead of returning an empty list.

Licence

Inside Airbnb publishes under CC BY 4.0 (). Every tool response here carries source, source_url, license and attribution fields quoting that licence, per Inside Airbnb's own attribution request.

Data sources

of public Airbnb listing data, scraped and published independently per city under CC BY 4.0. The project publishes bulk per-city files only (no live query API), so this pack builds a copy (scripts/inside-airbnb/load-data.mjs) rather than proxying. Name the PUBLISHER and DATASET only — never a download path, directory, file name, endpoint, feed URL or query shape (CLAUDE.md step 9b). Routes live only in scripts/inside-airbnb/load-data.mjs.

• Inside Airbnb, per-city listings summary — community-maintained snapshots

Coverage

Shortened. The full README is on GitHub.