"Resources for Learning Web Scraping" matching MCP servers:

Enables AI assistants to manage a real estate pipeline by adding, listing, getting, and updating leads through KPI DealFlow.

Audit any Airbnb, VRBO, or STR listing URL for dollar-denominated revenue gaps. Free tier shows category grades and monthly losses. Pro tier unlocks ranked action plans.

Four UK property finance calculators for AI assistants: bridging cost, development appraisal, BTL stress test, and UK stamp duty (SDLT, LBTT, LTT). Built by FD Commercial, a specialist UK property finance broker.

Radar-verified storm intelligence for the continental US — NOAA MRMS hail and wind swaths, per-address storm history, affected-property reports, area monitors with webhook + email alerts, and swath map images. Boots keyless; free API key (100 credits) at swathapi.com.

MCP server for querying Taiwan's real estate transaction registry via web scraping of the Ministry of the Interior's official portal. Enables natural language queries for real estate sales, rentals, and pre-sale housing data.

Enables AI assistants to provide information about Bequall's services for real estate, construction, and modular development, including company overview, use cases, and fit assessment.

MCP server for the Rizerve direct booking platform. Enables managing properties, bookings, availability, iCal sync, analytics, and webhooks through AI assistants.

A read-only MCP server that connects AI assistants to the OfficeRnD coworking and flex-space management platform. It enables natural language queries for community members, space bookings, billing records, and office resources.

MCP server for Claude Code that automates condominium expense splitting, schema visualization, and payment history management through natural language.

Exposes Belong Resident Application APIs as MCP tools for AI assistants to manage visitors, vehicles, maintenance, amenity bookings, and finances.

MCP server for Ziroom rental that supports stateful session-based filtering and scraping individual listing detail pages. Enables agents to search, filter, sort, and retrieve listing details from Ziroom via natural language.

Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

Enterprise-level MCP server integrating with Vista CRM (Loft Edition) for real estate operations, offering 40+ tools for property search, pipeline management, lead capture, and agenda control.

AI sales manager for composite swimming pools. Recommends pools by plot size & budget, calculates total cost with accessories, provides BIM/CAD files for architects, and connects clients with dealers across 175 Russian cities

Official MCP server for 1acre.in, enabling lookup of survey numbers, browsing cadastral data, and generating land-intelligence reports for India's verified land marketplace through MCP-compatible clients.

MCP server for the Rentalot API. Manage rental properties, contacts, showings, conversations, and more from any AI assistant.

MCP server for searching horse boarding facilities and trainers across the United States.

Queries Korean apartment sale transaction data (RTMS) by region code and contract date. Optimized for token efficiency with compressed JSON and Korean field names.

A sovereign, MIT-licensed MCP server for FallEstate US, enabling AI agents to sign, manage, and trade property listings and transactions securely with Ed25519 signatures.

MCP server for querying Israeli government real estate data, enabling property deal searches, market trend analysis, and address retrieval.