"Kotlin RAG (Retrieval-Augmented Generation) implementation resources" matching MCP servers:

An MCP server that provides access to finn.no, Norway's largest online classifieds marketplace, enabling searches and listing retrieval across used goods, real estate, cars, and jobs.

Enables AI-driven interior, exterior, and landscape design, photoreal rendering, image editing, video generation, and 3D model creation directly inside Claude, Cursor, VS Code, and other MCP clients. It also supports virtual staging, sketching to render, texture and pattern generation, background removal, and architectural consultation through natural language.

MCP server for real estate checktime, providing pre/post-contract checklists, required documents, and timeline generation as MCP tools.

Enables AI agents to compute Dubai Land Department transaction fees, rental yields, Central Bank mortgage and LTV limits, and Golden Visa eligibility thresholds, while querying curated off-plan developments and district price benchmarks. It exposes these as deterministic MCP tools, resources, and prompt templates over stdio transport.

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.

Enables multifamily renovation cost estimation, scope of work generation, contractor bid evaluation, ROI gating, and risk flagging for real estate intelligence agents.

Enables Airbnb searches with location, date, guest, price, and property type filters, and retrieval of detailed listing information such as amenities, house rules, and direct booking links.

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

Enables Persian-language search, comparison, price assessment, market snapshots/history, and monitoring of property, vehicle, and goods listings with evidence, freshness, and coverage limitations. It also supports official Kenar API integration, local/offline fixture modes, MCP resources and prompts, and watch notifications.

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

Enables retrieval of Russian real estate cadastral data including coordinates, property information, area, cadastral value, and GeoJSON geometry by cadastral number using Rosreestr API.

MCP server for the Russian construction market — 3,395 contractor companies and 13,436 house-building projects across 18 regions. 21 tools for search, comparison, cost analytics, contractor recommendations, and quote requests.

Enables AI agents to access French residential rental tools including lease creation and e-signing, rent control checks, rent revision, and document generation.

Provides live commercial real estate data (rates, demographics) and analysis tools (DCF, rent roll parsing, lease abstraction, IC memo generation) within Claude Desktop.

Enables read-only search and retrieval of KAMCO Onbid public auction property data, including listings, details, and bidding results, using user-provided API keys.

The RealVest MCP (Model Context Protocol) server enables AI assistants like Claude to use all 31 of our professional calculators and access our educational resources directly in your conversations. From basic affordability to advanced portfolio analysis, Monte Carlo simulations, and tax optimization

A comprehensive Model Context Protocol server for real estate data management that provides tools and resources for property listings, agent management, market analysis, client relationships, and area intelligence.

MCP server that exposes the Vikey API for reservation management, property listing, and payment information retrieval.

Enables AI agents to access and manage TenantCloud rental property data, including messaging, maintenance, financials, leasing, portfolio, and generic API operations through MCP tools and resources.

Provides comprehensive Australian planning property reports, including zoning, overlays, land size, and utility information for AI assistants. This high-performance MCP server is built for Cloudflare Workers and enables real-time property data retrieval through an HTTP-based interface.