"Connecting external data sources for contextual LLM calls" matching MCP connectors:

Agent intake desk for property renovation. Read only, CORS open, fail closed, receipts recompute.

Independent pre-transaction audit for construction estimates. Free, and every verdict recomputes.

UK property data — Land Registry comps, EPC, Rightmove, rental yields, stamp duty, Companies House

Zillow MCP for AI agents: property data, Zestimates & listings — 300+ fields per home. Free tier.

AI title risk analysis for Florida real estate closing docs. Get an API key at curagent.io

Official Dubai real estate data: live prices and rental yields by area, from the DLD.

Cook County / Chicago property by address or PIN: sales, permits, assessments, comps. Pay via x402.

A Model Context Protocol server that provides Philippine License to Sell (LTS) verification data to LLMs. Built on Cloudflare Workers with Supabase. Public, read-only, no authentication required. Data sourced from the Department of Human Settlements and Urban Development (DHSUD) License to Sell registry and cross-referenced with published real estate projects on REN.PH.

Verified Canadian real-estate pros + housing data: prices, rates, land-transfer tax, rent-vs-buy.

Korean apartment data: official transaction prices, jeonse ratios, AI forecasts. 45,000+ complexes.

Free check of a California home for a Proposition 8 property tax reduction, plus owner filing.

Building intelligence for NYC, LA, Chicago rentals: violations, 311, reviews, rents, landlords.

US mortgage calculator and amortization API with 50-state property tax, PMI, and affordability data.

Issues the federal debt and active-debt clearance certificate for a rural property from the CIB. Pla

US real estate market data for AI agents: prices, yields, forecasts and scores for 894 markets.

Free MCP: typed MELANY ratings for any US stock or ETF (11,000+) plus mortgage-rate context.

Every visual AI tool for property listings — staging, enhancement, decluttering, cinematic video.

UK neighbourhood research from government open data: postcode reports, comparisons, 45 datasets.

Extract verified data from CRE rent rolls and T12 operating statements (PDF, Excel, CSV, scans)

Public EPK real estate listings and multilingual guides for Panama and the Dominican Republic.