Realty Network
MCPs for AI Agents
Across Bay Realty tools speak Model Context Protocol, not just our own UI — so Claw-Re and other AI agents can call the same market research, deadlines, and disclosure intelligence through a standard interface.
Model Context Protocol (MCP)
Across Bay Realty MCP services
We publish branded MCP servers so Claw-Re — and other AI agents — can call our real estate tools through a standard protocol. Use them inside Claw-Re, Cursor, or Claude Desktop today; HTTP endpoints for partner agents over the internet are on our roadmap.
ab-realty-market-dataBay Area market data — median prices, price/DOM/PSF trends, new listings, inventory, and coverage.
Tools, env vars & connect config →
ab-realty-directoryProfessional directory search — agents, contractors, inspectors, lenders — with profiles and ratings.
Tools, env vars & connect config →
ab-realty-opportunitiesOpen a service need to the network for open bidding and track its status by tracking token.
Tools, env vars & connect config →
ab-realty-cmaComparative market analysis — comps and price guidance from an address.
Tools, env vars & connect config →
ab-realty-deadlinesCalifornia contingency deadlines from contract ratification date.
Tools, env vars & connect config →
ab-realty-disclosure-bridgeBridge to Disclosure Desk RAG for grounded document Q&A.
Tools, env vars & connect config →
MCP is designed for interoperability. As we expose authenticated HTTP MCP gateways, licensed agents and partner platforms will be able to invoke Across Bay Realty tools over the internet — not only through our website. Contact us for early partner access.
Roadmap
Real estate MCPs we're evaluating
Beyond our own ab-realty-* servers, other teams have already built MCP servers across these real-estate categories. We’re using this landscape to scope what to build in-house next versus integrate directly.
Listing search & aggregation
Live Zillow / Redfin / Realtor.com listings — price, beds/baths, photos, agent info — through one MCP call.
Precedent: Redfin MCP Server · Zillow MCP Server · Zillow + Redfin + Realtor.com aggregator
Property records & ownership
Address verification, ownership history, tax records, and skip-tracing for a given property.
Precedent: BatchData MCP
Comparable sales & transactions
Government-recorded sale comps across markets — wider geographic coverage than our own CMA server.
Precedent: Property Comps MCP Server
Mortgage & investment math
Rate/payment calculators, cap rate, and cash-on-cash analysis — pairs with our Mortgage Calculator.
Precedent: real-estate-mcp (search, valuation, mortgage math)
Structured extraction from listing sites
AI-driven scraping with proxy/CAPTCHA handling for sites without clean public APIs.
Precedent: Bright Data real-estate-ai-agent
Planning stage — none of these are wired up yet. Listed for scoping; build order to be prioritized later.