Scout for developers
Scout is a public MCP server. Any Claude, Cursor, Copilot, or custom AI agent can call Scout’s tools to find real estate agents, route leads, and subscribe to seller-intent signals.
Scout is free for every agent in America — the AI platforms pay for access. If you’re shipping an AI product that wants production-grade data, this is the page.
Endpoint
https://scout.realestate/api/mcp
HTTP / JSON-RPC 2.0. Protocol version 2025-03-26. See the full docs in the repo at docs/mcp/README.md.
Tools (v0.1)
scout.coverageanonWhat states Scout has live agent density — SC + GA on day one, nationwide as pins get claimed.scout.search_listingsanonMLS listings in SC/GA by city / zip / price / beds.scout.find_agentanonLive Scout pins (agent availability) near a location.scout.route_leadAPI keySubmit a buyer or seller lead. Routes directly to the best-fit licensed agent by proximity + availability. Scout takes no cut — the agent’s closing is the agent’s.scout.get_seller_signalsAPI keyProbate / NOD / FSBO feeds in SC + GA (admin-approved leads).Quick test
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":{}}}'Claude Desktop install
Add to ~/Library/Application Support/Claude/claude_desktop_config.json (macOS):
{
"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 a key. Write tools require a key — email spencer@flikah.com with your brokerage name and a one-line use case.
Rate limits
- Anonymous: 30 requests / minute / IP
- Keyed: 300 requests / minute / key
route_lead: 20 writes / day / key (adjustable for signed partners)
B2B pricing
Three ways to license Scout.
Signals
Seller-intent feed for partner brokerages — probate filings, notices of default, FSBO intercepts, expired listings — human-reviewed before you see them.
$299 / mo
SC + GA live; TN + NC + FL rolling out May 2026
API access
Production MCP / REST access for AI platforms and prop-tech teams. Rate limits scale with tier, priority support, SLA, white-listed route_lead.
From $2,000 / mo
Custom-priced above the floor based on call volume + scope
Enterprise data licensing
Bulk licensing of the agent directory and seller-intent data for large AI labs and national brokerages. Contract terms, co-developed schema, SOC-ready posture.
$50K – $250K / yr
12–24 month terms; 4–8 week evaluation cycle
Signals
Seller-intent feed for partner brokerages — probate filings, notices of default, FSBO intercepts, expired listings — human-reviewed before you see them.
$299 / mo
SC + GA live; TN + NC + FL rolling out May 2026
Subscribe →API access
Production MCP / REST access for AI platforms and prop-tech teams. Rate limits scale with tier, priority support, SLA, white-listed route_lead.
From $2,000 / mo
Custom-priced above the floor based on call volume + scope
Book a call →Enterprise data licensing
Bulk licensing of the agent directory and seller-intent data for large AI labs and national brokerages. Contract terms, co-developed schema, SOC-ready posture.
$50K – $250K / yr
12–24 month terms; 4–8 week evaluation cycle
Book a call →Every dollar of Scout’s revenue comes from these three B2B lines — from AI platforms, prop-tech partners, and partner brokerages. Scout never charges the agents in the directory. That’s the pledge.
Building a real estate AI agent? Let’s collab.
We’ll issue a development key, prioritize feature requests, and co-publish case studies. Production access starts at $2K/mo — book a call to scope it.