Real Estate MCP Server

""" Property-related prompt templates for the Real Estate MCP Server """ from mcp.server.fastmcp import FastMCP def register_property_prompts(mcp: FastMCP): """Register all property-related prompt templates with the MCP server""" @mcp.prompt() def property_analysis_prompt(property_id: str = "PROP001") -> str: """ Generate a comprehensive property analysis report This prompt creates a detailed analysis of a specific property including market context, features, investment potential, and pricing strategies. Useful for buyers, sellers, investors, and real estate agents. """ return f""" Please analyze property {property_id} and provide a comprehensive report including: ## 🏠 Property Analysis Report ### 1. Property Details and Features - Physical characteristics and condition - Unique selling points and standout features - Recent improvements or renovations needed - Property history and previous sales ### 2. Market Context and Comparable Sales - Recent comparable sales in the area - Price per square foot analysis - Market positioning relative to similar properties - Time on market trends for similar properties ### 3. Area Analysis and Neighborhood Intelligence - Local amenities and convenience factors - School districts and educational opportunities - Transportation and commute accessibility - Future development plans and area growth ### 4. Investment Potential Assessment - Rental income potential and market rates - Property appreciation trends and projections - Cash flow analysis and ROI calculations - Exit strategy considerations ### 5. Pricing Strategy Recommendations - Optimal listing price range - Market timing considerations - Negotiation strategies and flexibility - Marketing positioning recommendations ### 📊 Target Audience Insights: - **Buyers**: Evaluation criteria and decision factors - **Sellers**: Pricing optimization and market positioning - **Investors**: Financial projections and risk assessment - **Agents**: Marketing materials and client advisory **Property ID to analyze: {property_id}** Please use all available real estate tools to gather comprehensive data and provide actionable insights. """ @mcp.prompt() def property_comparison_prompt(property_ids: str = "PROP001,PROP002") -> str: """ Compare multiple properties side-by-side This prompt creates a detailed comparison of multiple properties to help with decision-making. Useful for buyers choosing between options or agents preparing comparative market analysis. """ property_list = property_ids.split(",") property_list_formatted = ", ".join(property_list) return f""" Please create a comprehensive comparison analysis for properties: {property_list_formatted} ## 🔍 Property Comparison Analysis ### 1. Side-by-Side Property Details - Physical specifications and features comparison - Condition and age assessment - Unique characteristics of each property - Pros and cons summary for each ### 2. Financial Comparison - Purchase price and value analysis - Cost per square foot comparison - Estimated monthly costs (taxes, HOA, utilities) - Financing considerations and requirements ### 3. Location and Area Comparison - Neighborhood characteristics and amenities - Commute times and transportation options - School districts and ratings - Future development impact ### 4. Investment Potential Comparison - Rental income potential for each property - Appreciation prospects and market trends - Maintenance and improvement costs - Resale potential and marketability ### 5. Recommendation Summary - Best fit for different buyer profiles - Risk assessment for each option - Decision-making factors to consider - Final recommendation with rationale **Properties to compare: {property_list_formatted}** Please provide a clear, data-driven comparison that helps with informed decision-making. """