RealVest Real Estate MCP Server

# MCP Expansion Strategy: Calculator Ecosystem *Model Context Protocol Integration for Real Estate Calculators* ## 🎯 Strategic Vision **Transform RealVest calculators into the industry's most comprehensive MCP-enabled toolkit** Position RealVest as the go-to source for AI agents and developers building real estate applications, while creating new revenue streams and user acquisition channels. ## 🔧 Current MCP Foundation **Existing RealVest Calculators (19 tools):** - Affordability Calculator - BRRRR Calculator - House Hacking Calculator - Passive Income Calculator - Portfolio Simulator - Syndication Analyzer - Credit Simulator - Savings Planner - Market Data Tool - Buy vs Rent Calculator - Rental Property Calculator - Rent vs Sell Calculator - Capital Gains Calculator - ROI Calculator - Credit Score Tracker - Airbnb Calculator - Mortgage Affordability Calculator - Debt-to-Income Calculator - Refinance Calculator ## 🚀 Phase 1: Core Calculator Expansion (20 New Tools) ### Advanced Investment Analysis 1. **IRR Calculator** - Internal Rate of Return analysis 2. **NPV Calculator** - Net Present Value with discount rates 3. **COCR Calculator** - Cash-on-Cash Return optimization 4. **DSCR Calculator** - Debt Service Coverage Ratio 5. **Breakeven Analysis** - Timeline to profitability 6. **Sensitivity Analysis** - Variable impact modeling 7. **Monte Carlo Simulator** - Risk probability analysis ### Property-Specific Tools 8. **Fix & Flip Calculator** - Renovation profit analysis 9. **Wholesale Calculator** - Assignment fee optimization 10. **Commercial Property Analyzer** - Office/retail/industrial 11. **Mobile Home Park Calculator** - Specialized asset class 12. **Storage Facility Calculator** - Self-storage investments 13. **Land Development Calculator** - Development feasibility 14. **ADU Calculator** - Accessory Dwelling Unit analysis ### Financing & Tax Tools 15. **Loan Comparison Tool** - Multiple loan scenarios 16. **PMI Calculator** - Private mortgage insurance analysis 17. **1031 Exchange Calculator** - Tax-deferred exchange planning 18. **Depreciation Calculator** - Tax benefit analysis 19. **Opportunity Zone Calculator** - OZ investment benefits 20. **Hard Money Calculator** - Bridge loan analysis ### Market & Location Tools 21. **Rent Estimator** - Market rent predictions 22. **Property Tax Calculator** - Multi-jurisdiction analysis 23. **Insurance Estimator** - Coverage cost predictions 24. **HOA Fee Analyzer** - Community cost impact 25. **Utilities Calculator** - Operating expense estimation ## 🚀 Phase 2: Advanced Specialized Tools (25 New Tools) ### Portfolio Management 26. **Portfolio Rebalancing Tool** - Asset allocation optimization 27. **Exit Strategy Planner** - Optimal selling timeline 28. **Refinancing Optimizer** - Rate/term improvement analysis 29. **Equity Harvest Calculator** - HELOC/cash-out strategies 30. **Tax Loss Harvesting** - Strategic loss realization ### Risk Assessment 31. **Market Crash Simulator** - Recession impact analysis 32. **Interest Rate Sensitivity** - Rate change impact 33. **Vacancy Risk Calculator** - Income loss probability 34. **Natural Disaster Risk** - Climate/catastrophe analysis 35. **Tenant Default Calculator** - Collection risk assessment ### Development & Construction 36. **Construction Cost Estimator** - Building cost analysis 37. **Permit Fee Calculator** - Municipal cost estimation 38. **Timeline Analysis Tool** - Project scheduling 39. **Contractor Bid Comparator** - Vendor selection tool 40. **Material Cost Tracker** - Supply cost monitoring ### Investment Strategies 41. **BRRR Refinance Calculator** - Buy-Rehab-Rent-Refinance 42. **Seller Financing Calculator** - Owner-carry scenarios 43. **Lease Option Calculator** - Rent-to-own analysis 44. **Subject-To Calculator** - Assumption strategies 45. **Wraparound Mortgage Tool** - Alternative financing ### Legal & Compliance 46. **Entity Structure Analyzer** - LLC/Corp tax comparison 47. **Fair Housing Compliance** - Screening guidelines 48. **Eviction Cost Calculator** - Legal process expenses 49. **Asset Protection Planner** - Liability shielding 50. **Compliance Checker** - Local regulation adherence ## 🔌 MCP Integration Architecture ### API Structure ```javascript // RealVest MCP Server { "name": "realvest-calculators", "version": "2.0.0", "description": "Comprehensive real estate investment calculators", "tools": [ { "name": "calculate_roi", "description": "Calculate Return on Investment for real estate", "inputSchema": { "type": "object", "properties": { "purchase_price": {"type": "number"}, "down_payment": {"type": "number"}, "monthly_rent": {"type": "number"}, "monthly_expenses": {"type": "number"}, "appreciation_rate": {"type": "number", "default": 3} } } }, // ... 50+ calculator tools ] } ``` ### Integration Examples ```typescript // Claude Desktop Integration const realvestMCP = new MCPClient('realvest-calculators'); // User: "Should I buy a $300k rental property with $60k down?" const analysis = await realvestMCP.invoke('comprehensive_analysis', { purchase_price: 300000, down_payment: 60000, monthly_rent: 2400, location: "Austin, TX" }); // AI Agent can now access all RealVest calculators ``` ## 💰 Monetization Strategy ### Freemium MCP Access - **Free Tier:** 3 calculations/day, basic tools only - **Pro Tier ($19/month):** Unlimited calculations, all tools - **Enterprise ($99/month):** API access, bulk operations, white-label ### Developer Revenue Share - **MCP Marketplace:** 30% revenue share with AI platforms - **Custom Integrations:** $5k-$50k implementation fees - **White-Label Licensing:** $2k-$10k monthly for branded versions ### Data Licensing - **Market Intelligence:** Aggregated calculation data - **Trend Reports:** Investment pattern insights - **API Analytics:** Usage pattern monetization ## 🎯 Target Markets ### Primary: AI Agent Developers - **Claude Desktop Users:** Financial advisors using AI - **GPT Plugin Developers:** Custom real estate GPTs - **Enterprise AI Teams:** Banks, PropTech companies ### Secondary: Financial Platforms - **Robo-Advisors:** Automated investment platforms - **Banking APIs:** Loan origination systems - **PropTech Apps:** Real estate software integration ### Tertiary: Educational Platforms - **Real Estate Schools:** Curriculum integration - **Investment Courses:** Interactive learning tools - **University Programs:** Academic research access ## 🚀 Implementation Roadmap ### Month 1-2: Foundation - Develop MCP server architecture - Create API documentation - Build developer portal - Launch first 10 calculator endpoints ### Month 3-4: Expansion - Add 20 additional calculators - Create SDK for popular languages - Partner with 3 major AI platforms - Launch developer beta program ### Month 5-6: Scale - Complete 50-calculator ecosystem - Add advanced features (scenarios, comparisons) - Launch marketplace presence - Enterprise partnership program ### Month 7-12: Optimization - Machine learning enhancements - Real-time market data integration - Advanced analytics dashboard - International market expansion ## 📊 Success Metrics ### Usage Metrics - **API Calls/Month:** Target 1M by month 6 - **Active Developers:** Target 1,000 by month 12 - **Platform Integrations:** Target 25 major platforms ### Revenue Metrics - **MCP Revenue:** Target $50k MRR by month 12 - **Enterprise Deals:** Target $500k ARR - **Data Licensing:** Target $100k quarterly ### Market Impact - **Calculator Market Share:** Target 40% of real estate calc usage - **Developer Mindshare:** #1 real estate calculation API - **Brand Recognition:** "Powered by RealVest" standard ## 🔮 Future Vision: Calculator-as-a-Service (CaaS) ### Advanced Capabilities - **AI-Enhanced Results:** GPT-4 integration for insights - **Real-Time Data:** Live market data integration - **Collaborative Features:** Team-based analysis tools - **Mobile SDKs:** Native mobile app integration ### Platform Evolution - **Visual Builder:** Drag-drop calculator creation - **Custom Formulas:** User-defined calculation logic - **Integration Hub:** One-click platform connections - **Analytics Suite:** Usage and performance insights --- **Strategic Goal:** Position RealVest as the essential infrastructure layer for AI-powered real estate analysis, capturing value from the entire ecosystem while maintaining our direct-user business. This MCP expansion transforms RealVest from a website with calculators into a platform that powers the entire real estate AI ecosystem.