AgentAlgo MCP Server

Connect any LLM to real-time real estate agent intelligence.

What Is MCP?

One protocol. Any LLM. Any tool.

The Model Context Protocol is an open standard that lets language models call external tools and data sources through a single, consistent interface.

Think of it like USB-C for AI — one protocol, any compatible client. AgentAlgo's MCP server is a hosted service, so there's nothing to install locally for HTTP clients.

Instant connection

Point your LLM client at our URL. No download, no local runtime.

Verified data

Every response draws from closed transaction records — no self-reported stats.

Open standard

Works with Claude, ChatGPT, Cursor, Windsurf, and any MCP-compatible client.

Capabilities

Two capabilities, one server.

Real estate agent performance data — ranked by actual transaction history, not reviews or ads.

Market Intelligence

Ask about any US zip code: how fast homes sell, what they sell for, how many agents are active, and price benchmarks by property type.

No auth needed

Agent Matching

Given a location, property type, price, and intent, the server returns objectively ranked agents based on closed transaction data: how many similar homes they sold, how fast, and at what price.

Auth required

All data comes from verified closed transactions — no self-reported stats, no paid placements, no subjective reviews.

API Key

Get your key in 30 seconds.

Market data works without a key. Agent matching requires one. Here's how to get it:

1
Create an account
Sign up at agentalgo.com — free.
2
Go to Account → API Keys
Open your account page and find the API Keys section.
3
Generate and copy
Click "Generate API key" — it's shown only once, so store it securely.
4
Connect your LLM
Include your key in the authorization header when connecting. See options below.

Connect

Claude Desktop setup.

Option A

Claude Desktop

(local)

Add the server to your claude_desktop_config.json using npx mcp-remote — no Python required.

{
  "mcpServers": {
    "agent-matching": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.agentalgo.com/mcp",
        "--header",
        "Authorization:Bearer <API_TOKEN>"
      ]
    }
  }
}

Common Questions

What is the Model Context Protocol (MCP)?

MCP is an open standard that lets LLMs call external tools and data sources through a consistent interface. Any MCP-compatible client can connect to AgentAlgo's server.

Do I need an API key for market data?

No. Market intelligence queries — asking about home prices, days on market, or active agent counts — work without authentication. Agent matching requires a valid API key.

Which LLM clients are supported?

Any MCP-compatible client: Claude Desktop, ChatGPT, Cursor, Windsurf, and any application that supports the MCP protocol over streamable HTTP or stdio.

How do I rotate or revoke my key?

Go to Account → API Keys and generate a new key. The old one is revoked automatically. You can also revoke directly without generating a replacement.

Start building with AgentAlgo MCP.

Get your API key and connect your LLM to verified real estate agent data.

Get your API key MCP Spec →