STR Market Intelligence: Airbnb Yield, Occupancy Score

Live 30yr/15yr/ARM rates from FRED. Returns monthly payment, spread over 10yr Treasury, Housing Affordability Index. Current: 30yr=6.48%, AFI=74.2. MCP-native: 'Monthly payment on $400K at current rates?' Updated weekly from Federal Reserve.

Airbnb Scraper - Market Signals, Pricing Position & Monitor

ryanclinton/airbnb-scraper

Stateful Airbnb market monitoring engine. Each run returns a ranked attention queue - what changed, what matters, what to review - with comp-set pricing position, revenue estimates, and supply-surge detection. Drop-in compatible with tri_angle/airbnb-scraper.

Vrbo Scraper | Vacation Rental Listings

parseforge/vrbo-scraper

Scrape vacation rentals from Vrbo including property titles, prices, locations, ratings, review counts, amenities, bedrooms and availability. Build accommodation datasets for travel comparison, trip planning and short-term rental market research at scale across the full catalog

Airbnb Full-Data Scraper

hotels-scrapers/airbnb-scraper

Scrape Airbnb listings with 12-month forward calendar data and derived STR metrics (occupancyRate, ADR, RevPAR). Supports location search and direct listing URL modes. Uses curl_cffi with dynamic operationId extraction — no hardcoded hashes.

STR vs LTR Market Lens — Airbnb, Vrbo & Apartments.com

sian.agency/str-investor-market-lens

STR vs LTR market lens for property investors. Pulls short-term (Airbnb, Vrbo) and long-term (Apartments.com) rates side-by-side, normalizes to monthly equivalents and break-even occupancy — the spreadsheet you'd build by hand, in one run.

Airbnb MCP Server — Claude, Cursor & AI Agents

makework36/airbnb-mcp-server

Plug-and-play Airbnb MCP server for Claude Desktop, Cursor and any MCP-compatible AI agent. Search listings, compare prices across cities, pull ratings, photos and coordinates — no login, no API key.

STR Scout 🏠 Airbnb Market Intel + Arbitrage Score | MCP

ramosss/str-scout

Score any property address (0-100) for Airbnb arbitrage viability. Plus: full market analysis (revenue, ADR, occupancy, saturation, comps) and local STR regulations lookup. MCP-ready for Claude/Cursor. Pay-per-query — the AirDNA alternative for STR investors & AI agents.

Scrape TripAdvisor for hotel reviews, restaurant ratings, attraction data, and traveler photos. Extract pricing, availability, and sentiment data for hospitality market intelligence.

Airbnb Search Scraper

ecomscrape/airbnb-search-scraper

Extract comprehensive Airbnb property data including prices, ratings, images, and location details. Automate property research and analysis with our advanced scraper tool.

Realtor.com Scraper — US Property Data · Market KPIs · Schools

sian.agency/realtor-property-scraper

🏠 Scrape Realtor.com for-sale listings nationwide — by city/state, ZIP, coordinates, polygon, or URL. Built-in market KPIs (median price, $/sqft) + property lookup with schools, tax history, price history. Independent tool — not affiliated with Move, Inc. or NAR.