Borough
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Borough gives Claude authenticated access to NYC real estate data, including rental and sales search, area discovery, building and property details, and market analytics.
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- Search, Other, AI
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Connect AI agents to NYC real estate data via the Model Context Protocol
Borough provides aModel Context Protocol (MCP)server that lets AI agents query NYC real estate data through natural language tool calls.
Instead of writing code to call the REST API, you can ask your AI assistant questions like:
- "Find me 2-bedroom apartments in Williamsburg under $4,000/month"
- "Compare rents between Park Slope, Astoria, and the East Village"
- "Get details on property 4961849"
The MCP server exposes 10 tools that map to Borough's REST API endpoints, with the same tier-based access, rate limits, and quota enforcement.
AI Agent (Claude, Cursor, VS Code) ↓ MCP tool call Borough MCP Server (https://borough.qwady.app/mcp) ↓ internal REST call with your API key Borough REST API (/v1/search/rentals, /v1/property/:id, etc.) ↓ Response formatted for AI consumption
Authenticated MCP sessions are mapped to Borough tiers, so the same tool restrictions, rate limits, and monthly quotas apply as the REST API.
Borough MCP supports two connection patterns:
OAuth is the recommended method for MCP clients that support it. Free-tier MCP access is available through the Borough auth flow, and paid Borough API keys enable additional MCP tools.
Borough MCP is optimized for chat clients:
- search and building-listing tools return small default result sets
- tool responses are compact projections instead of full raw API payloads
- exact neighborhood names such asChelsea,Astoria, orPark Slopecan be resolved directly without manually looking up IDs first (each name resolved costs one extra API request; pass numeric area IDs to avoid it)
- list_areasis the safest path when you want to lock a precise area ID before searching
- if a location is ambiguous, Borough returns a short clarification list instead of a large fallback payload
- search and building-listing results include render-oriented fields such asprice,displayPrice,geoPoint,leadPhotoUrl, andrenderHints
- photo rendering is still client-dependent in this version because Borough returns photo URLs, not inline MCP image blocks
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