AI Atlas

Customer Data Platform · Research & Data

Real Estate MCP

agentic-ops/real-estate-mcp

A comprehensive real estate data management MCP server, providing tools and resources for property listings, agent management, market analysis, customer relationships and area intelligence.

View on GitHub

Install

Client configuration

{
  "mcpServers": {
    "real-estate": {
      "command": "/absolute/path/to/.venv/bin/python",
      "args": [
        "/absolute/path/to/real-estate-mcp/main.py"
      ],
      "env": {
        "PYTHONUNBUFFERED": "<PYTHONUNBUFFERED>"
      }
    }
  }
}

Environment variables

REALESTATE_MCP_ENABLE_ANALYSIS_QUEUECENSUS_ENABLEDCENSUS_API_KEYWALKSCORE_ENABLEDWALKSCORE_API_KEYFEMA_ENABLEDFRED_ENABLEDFRED_API_KEYFBI_CRIME_ENABLEDFBI_CRIME_API_KEYEPA_ENABLEDNOAA_ENABLED
Author
@agentic-ops
Category
Customer Data Platform, Research & Data
License
AGPL-3.0
Updated
Oct 6, 2026

About Real Estate MCP

A Model Context Protocol (MCP) server for structured real estate workflows. This real estate MCP server provides tools, resources, and prompts for property search and insights, agent/client management, market and area intelligence, mortgage/affordability math, comparable-based valuation, investment analysis, and listing-document ingestion — all backed by a deterministic, offline-first engine and optional opt-in live data integrations: free sources (Census, Walk Score, FEMA, FRED, FBI Crime Data, EPA, NOAA) and paid/metered sources (RentCast, Zillow).

Features

  • Deterministic finance engine (tools/finance_helpers.py): mortgage payments, amortization schedules, affordability, and investment metrics — pure functions, fully unit-tested.

  • Comparable-based CMA valuation using local sales data.

  • Listing-document ingestion of.txt/.docx files with.docx report export.

  • Async analysis queue backed by SQLite for batch listing analysis.

  • MCP sampling support: deep_analyze_property asks the connected client's LLM for deeper reasoning, with a deterministic heuristic fallback when sampling is unavailable.

  • realestate://server-config — enabled categories and feature-flag env var names

  • realestate://all-properties — complete property listings

  • realestate://all-agents — agent directory

  • realestate://market-overview — current market trends

  • realestate://all-areas — area information

Tools (10)

  • Property

    REALESTATE_MCP_ENABLE_PROPERTY

  • Agent

    REALESTATE_MCP_ENABLE_AGENT

  • Market

    REALESTATE_MCP_ENABLE_MARKET

  • Client

    REALESTATE_MCP_ENABLE_CLIENT

  • Area

    REALESTATE_MCP_ENABLE_AREA

  • Mortgage

    REALESTATE_MCP_ENABLE_MORTGAGE

  • Valuation

    REALESTATE_MCP_ENABLE_VALUATION

  • Document

    REALESTATE_MCP_ENABLE_DOCUMENT

  • Integrations

    REALESTATE_MCP_ENABLE_INTEGRATIONS

  • System

    REALESTATE_MCP_ENABLE_SYSTEM

Details on this page are taken from the project's README. Open README

Supported clients

Clients mentioned in this server's README:

View all
Claude Desktop logo

Claude Desktop

Desktop · Freemium · Proprietary

Anthropic's official Claude AI desktop application. Supports MCP servers to extend functionality.

WindowsMacOS
Cursor logo

Cursor

Desktop · Freemium · Proprietary

The first agentic IDE. The Cursor editor truly merges how developers and AI work together, delivering a magical coding experience.

WindowsMacOSLinux

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