"Video content analysis and understanding for large language models" matching MCP servers:

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

Enables natural-language access to Zillow real-estate data, including property search, details, Zestimate history, saved searches/homes, and market reports, by routing requests through the user's authenticated browser session.

Compass real-estate access as an MCP server for Claude — search listings, fetch property details, photo galleries, price history, and run affordability/mortgage math, all via natural language.

Enables AI agents to prepare floor plans for Ritn3D and interpret 3D outputs by providing tools for validation, complexity estimation, pricing, and failure analysis.

Provides real estate data from homes.com via a browser session, enabling property search, details, history, and affordability calculations through natural language.

Enables searching Swedish property listings, sold prices, areas, and market statistics via the Booli API using natural language.

Read-only MCP server for Raygister, enabling AI assistants to browse construction projects, lots, specifications, and locations via natural language.

AI-powered property intelligence for instant zoning analysis, buildability assessments, ADU eligibility, flood risk, and development feasibility reports for any US address.

Multifamily real estate deal analysis — analyze deals, score properties, calculate max offer prices, and look up market data. Four tools for underwriting 2-200 unit apartment properties.

Enables AI agents to query and analyze Korean apartment real estate transaction prices (sales and rentals) using natural language, providing tools for price trends, regional comparisons, and rent ratios.

Enables Claude to interact with your OwnerRez account via natural language, including booking inquiries, income summaries, property stats, and owner statements. Supports optional guest messaging with OAuth setup.

Unified UK property search across major portals with deduplication and open-data enrichment, enabling natural-language queries for listings, sold prices, EPC, crime, schools, and market stats.

Enables AI-powered real estate analysis with built-in EU AI Act compliance, providing a production-ready MCP server for property insights and governance.

Turns CREHQ's live location-intelligence REST API into native tools for AI agents, enabling natural-language queries about franchise brands, store locations, credit signals, and site tenancy history.

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

Provides Claude with access to NYC public property data including property details, sales history, comparable sales, tax benefits, and rent stabilization analysis using natural language.

Enables intelligent property data analysis through the Rentcast API with optimized API call allocation. Provides comprehensive real estate market insights, property valuations, rental estimates, and listings data with built-in rate limiting and fallback mechanisms.

Enables interaction with Appfolio Property Manager through the Reporting API, allowing property management tasks and data retrieval via natural language commands.

Enables AI agents to interact with Lofty CRM via natural language, providing 120 tools across 22 modules for full API coverage.

MCP server providing address-level US property records, including sales history, with natural language query capability via Pipeworx.