Scout

Scout MCP

Real estate agent directory + tools for AI assistants. A product of Flika Realty LLC.

Scout publishes a public Model Context Protocol server that any Claude, Cursor, Copilot, or custom AI agent can call to:

• Look up Scout-registered real estate agents by geography
• Search active MLS listings in SC and GA
• Submit a buyer or seller lead and route it to a licensed agent
• Subscribe to proprietary seller-intent signals (probate, NOD, FSBO)

Scout is operated by Flika Realty LLC, a dual-state real estate brokerage licensed in South Carolina and Georgia (SC License #135886).

Live endpoint

https://scout.realestate/api/mcp

• Transport: HTTP / JSON-RPC 2.0
• MCP protocol version: 2025-03-26
• Status: v0.1 (public beta)

Tools

Install in Claude Desktop

Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or the equivalent path on Windows/Linux:

{
  "mcpServers": {
    "scout": {
      "url": "https://scout.realestate/api/mcp",
      "transport": "http",
      "headers": {
        "Authorization": "Bearer flika_live_YOUR_KEY_HERE"
      }
    }
  }
}

Anonymous read tools (coverage, search_listings, find_agent) work without the Authorization header. Write tools (route_lead, get_seller_signals) require a Scout API key.

Request an API key

Email [email protected] with your brokerage or use-case and we'll issue a key. Comped for individual agents; standard terms for brokerages (see Referral terms below).

Quick test — no install required

curl https://scout.realestate/api/mcp \
  -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call",
       "params":{"name":"scout.coverage","arguments":{}}}'

Referral terms

For scout.route_lead:

• Buyer-side: 30% of the receiving agent's commission
• Listing-side: 25% of the receiving agent's commission
• Tail: 18 months from first introduction
• Payment: net-30 after funded close

Agent verification

Every Scout-listed agent is license-verified before their pin becomes discoverable via scout.find_agent. Verification checks the state real estate commission's public licensee record (SC: LLR; GA: REC) and uses Claude-powered fuzzy name matching. A pin only surfaces in search results if the agent's license is currently active.

Rate limits

• Anonymous: 30 requests / minute / IP
• Keyed: 300 requests / minute / key
• route_lead writes: 20 / day / key (adjustable for signed partners)

Source + ops

Scout's backend + consumer surface is in a private Next.js monorepo. This repo hosts the public MCP spec and client-facing docs only. Contact Spencer Wilkinson for partnership / integration inquiries.

• Consumer site: scout.realestate
• Brokerage (operator): flika.realestate
• Contact: [email protected]

License

MIT — the metadata + docs in this repo are MIT. The hosted server itself is proprietary (operated by Flika Realty LLC).