AI Connect

Connect Claude or any MCP client to RateSpot real estate tools

Connect AI Clients to RateSpot

RateSpot exposes a Model Context Protocol (MCP) server, allowing Claude Desktop, Cursor, Windsurf, and any other MCP-compatible AI client to query live property listings, mortgage rates, investment analytics, and market data — all from inside your AI assistant.

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Setup:Claude Desktop
1

Download Claude Desktop

Download the latest version from claude.ai/download. Make sure you have Node.js 18+ installed on your machine.

2

Open the config file

Locate and open claude_desktop_config.json:

~/Library/Application Support/Claude/claude_desktop_config.json

If the file doesn't exist yet, create it at that path (including any missing directories).

3

Add the RateSpot server configuration

Merge — don't replace

Your claude_desktop_config.json most likely already contains a preferences block (added automatically by Claude Desktop). Add mcpServers as a new top-level sibling key — do not delete what is already there.

Before (typical existing file)

{
  "preferences": {
    "coworkWebSearchEnabled": true,
    "remoteToolsDeviceName": "my-macbook-air"
  },
  "coworkUserFilesPath": "/Users/you/Claude"
}

After (mcpServers added as a sibling)

{
  "preferences": {
    "coworkWebSearchEnabled": true,
    "remoteToolsDeviceName": "my-macbook-air"
  },
  "coworkUserFilesPath": "/Users/you/Claude",
  "mcpServers": {          ⬅ ADD THIS BLOCK
    "rs-marketplace": {
      "command": "npx",
      "args": [ ... ]
    }
  }
}

If the file is empty or doesn't exist yet, just paste the snippet below as-is — it's already a complete, valid file. Don't forget the comma after the previous closing } when merging.

json
{
  "mcpServers": {
    "rs-marketplace": {
      "command": "npx",
      "args": [
        "-y",
        "supergateway",
        "--streamableHttp",
        "http://45.55.165.251:8080/mcp"
      ]
    }
  }
}

Sign in to mint a personal API key — the snippet will then include an Authorization: Bearer … header for authenticated access.

  • !Requires Node.js 18+ to be installed on your machine.
  • !The first run will download supergateway automatically via npx.
  • !Restart Claude Desktop fully after saving the config.
4

Restart Claude Desktop and start querying

Fully restart the application to pick up the new config. Once connected, you'll see rs-marketplace listed as an available MCP server. You can now ask natural-language questions about real estate directly in your AI client.

You're connected when you see:

rs-marketplace — 53+ tools available

Daily usage

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Available Tools

(53 of 53)
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Example questions to try with Claude

1

Show me 3-bed homes for sale in Austin, TX under $550k

2

What are current 30-year fixed mortgage rates?

3

Analyze the cash flow for 123 Main St if I put 20% down

4

Compare cap rates for Phoenix vs. Tampa rental markets

5

What's the median price per sqft in zip code 78701?

6

Find the top 5 Airbnb markets in Florida by revenue

Use RateSpot Chat

Already logged in? Use the built-in AI chat with all tools pre-connected — no setup needed.

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MCP Documentation

Learn more about the Model Context Protocol specification and how it enables tool use across AI clients.

modelcontextprotocol.io

Server Information

Endpoint
http://45.55.165.251:8080/mcp
Transport
Streamable HTTP via supergateway
Tools available
53+ tools across 5 categories