"A method to allow vision models to process and understand image files" matching MCP servers:

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

An MCP server that shows every pricing decision for a short-term rental portfolio net of turnover costs, focusing on net per available night to protect profit margins.

An MCP server for querying land use plans and exporting cadastral maps as DXF files using VWorld Open API from the Korean Ministry of Land, Infrastructure and Transport.

A remote MCP server that wraps the StreetEasy GraphQL API to enable LLM agents to search and parse NYC rental listings.

A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data, covering listings, leads, viewings, offers, contracts, analytics, and more, with RESO Data Dictionary alignment and caching support.

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.

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

Connect AI assistants (Claude, ChatGPT) to Propstack real estate CRM via MCP

Enables AI agents to search availability, price rooms, and make real bookings via the Roompanda API, scoped to a single property by the API key.

MCP server for Kenya land administration — title search, land rates, subdivision process, dispute resolution, land rights.

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.

Provides AI assistants access to real-time MLS data via the Repliers API, enabling natural language property search, market statistics, and listing details.

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

Gives AI agents access to tokenized real property data on the Fabrica protocol, enabling property search, lending market analysis, and portfolio exploration.

Provides read-only access to official Brazilian real estate registration data (ONR) via a single tool. Works with any MCP client over HTTP, with prepaid pay-per-use billing.

Enables an AI assistant to read your MagicDoor portfolio — properties, units, leases, tenants, owners, and lease renewals — using a revocable API key.

Enables AI assistants to analyze rental property deals using DoorVault IDEAL Scoring v2.0, including Section 8 FMR lookup, tax deduction checklists, and rental metrics calculations.

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.

Exposes multifamily rental data including average rent by market, occupancy anomalies, and property summaries to LLM tools via MCP.

Enables AI assistants to look up real estate agents, search MLS listings, submit buyer/seller leads, and access proprietary seller-intent signals in SC and GA.