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"AWS Cost and Usage Analysis with Cost Optimization Recommendations" matching MCP servers:

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    Provides aggregated municipal development costs for US jurisdictions, including impact fees and utility connection charges, enabling AI agents to assess building feasibility quickly.
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    MIT
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    Provides US real estate data including housing stats, demographics, nearby amenities, area comparisons, cost-of-living analysis, and neighborhood search via free public APIs without any API keys.
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    MIT
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    AI sales manager for composite swimming pools. Recommends pools by plot size & budget, calculates total cost with accessories, provides BIM/CAD files for architects, and connects clients with dealers across 175 Russian cities
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    MIT
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    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.
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    MIT
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    Four UK property finance calculators for AI assistants: bridging cost, development appraisal, BTL stress test, and UK stamp duty (SDLT, LBTT, LTT). Built by FD Commercial, a specialist UK property finance broker.
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    Enables AI agents to prepare floor plans for Ritn3D and interpret 3D outputs by providing tools for validation, complexity estimation, pricing, and failure analysis.
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    MIT
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    Audits Japanese construction and renovation estimates for overcharge. Fair price ranges by work type, red flag checks for sales tactics, and signed recomputable verdicts. Backed by the open JCCDB dataset (65,729 items, CC BY 4.0).
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    Radar-verified storm intelligence for the continental US — NOAA MRMS hail and wind swaths, per-address storm history, affected-property reports, area monitors with webhook + email alerts, and swath map images. Boots keyless; free API key (100 credits) at swathapi.com.
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    MIT
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    MCP server for the Qualia title and escrow platform, enabling you to talk to your orders, messages, and documents from Claude, Cursor, or any MCP client.
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    MIT
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    Enables querying 1.6M+ Dubai Land Department sales transactions and 9.5M+ Ejari rental contracts with flexible filters by area, property type, bedrooms, and date range.
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    Search comparable property sales across 16 global markets with 43M+ government-sourced transactions. Tools: search comps by location, get area statistics and trends, list available markets. Covers UK, France, Singapore, NYC, Chicago, Dubai, and 10 more cities.
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    Enables AI assistants to provide information about Bequall's services for real estate, construction, and modular development, including company overview, use cases, and fit assessment.
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    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.
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    Enables AI-powered real estate analysis with built-in EU AI Act compliance, providing a production-ready MCP server for property insights and governance.
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    MIT