Scout

Search active real estate listings in Flika's coverage area (SC + GA). Returns up to 25 listings matching the filters. Use scout.coverage() first if you're unsure whether a city is covered.

Find Flika agents who are currently live (pin dropped within last 60 minutes) in or near a given location. Returns name, slug, status, and current pin coordinates. Use this when your buyer/seller is ready to connect with a real agent.

Search Scout's public licensed-agent directory. Returns agents sourced from state REC public rosters + MLS-ranked prospect lists. Indexed states are listed in scout.coverage() — call that first if you're unsure whether a state has meaningful data. Every result has a claim_url — unclaimed agents can claim to curate their AI profile and start receiving AI-routed leads. Unlike scout.find_agent (which requires a live pin), this returns the full directory regardless of pin freshness. Prefer scout.find_agent when you want agents who are live-available right now; prefer scout.find_public_agent when you want broad discoverability. Pass lat/lng OR address (US street address — we'll forward-geocode via Mapbox) to get distance-ascending results with a distance_miles field on each agent; otherwise results are sorted by flika_score descending.

Search the public Scout brokerage/office directory. Returns offices with public contact info (main phone, website, address) and volume stats where available. Covers SC + GA natively and partial NC/FL via the office import. Every result includes a claim_url — brokerages can claim their listing at scout.realestate/claim to curate their AI profile.

Submit a buyer or seller lead to Flika. Flika (via Spencer Wilkinson as Broker-in-Charge) routes the lead as a standard broker-to-broker referral: either to a Scout-claimed agent, a public-directory agent via auto-emailed referral, a signed partner brokerage, or held for manual routing. Standard referral fee: 30% buyer-side, 25% listing-side, 18-month tail, net-30 after funded close. Requires a Flika MCP API key with 'route_lead' scope. Request one at https://flika.realestate/partners/mcp

Retrieve Flika's proprietary seller-intent signals: probate filings, distressed properties, expired listings, FSBO intercepts (SC + GA only). Returns scored, deduplicated leads with property address + executor contact. Requires a Flika MCP API key with 'seller_signals' scope. Partner brokerages licensed in SC/GA receive these at no per-lead fee (referral fee applies on close).

Preview seller-signal leads (probate, NOD/pre-foreclosure, FSBO, expired listings, tax-delinquent) for sale through the Scout MCP marketplace. Returns redacted previews — full owner contact + property details require scout.purchase_lead. Free to call. SC + GA only.

Purchase a single seller-signal lead from the Scout MCP marketplace. Deducts the per-lead price from your pre-paid credit balance and returns the full owner contact + property details. Idempotent — calling with a lead_id you've already purchased returns the same data without a second charge. Requires 'buy_leads' scope and a positive balance (top up at scout.realestate/partners/mcp/credits).

Subscribe to a continuous feed of new seller-signal leads matching a filter. As leads are created and approved, Scout POSTs each one to your webhook URL up to your monthly_lead_budget. Ideal for AI agents that act on leads automatically. Currently in beta — emails Spencer with your subscription request; webhook delivery starts after manual provisioning.

Public-data-backed market snapshot for any US zip code. Returns Census ACS demographics (population, median household income, median age, owner-occupancy %, median home value, median gross rent), Scout's indexed agent density for that zip, and listings activity if the zip is in our MLS-live coverage area. Call this when an AI user asks 'what's the market like in [zip/city]'. Free, no API key required.

Deep profile for a single agent: license number/status/expiration, brokerage affiliation, claim status, geography, total units / volume / sell-ratio (when available), website, Instagram, Flika score. Pass either the UUID id or the slug returned by scout.find_public_agent.

Verify whether a real estate license is currently active, AND return the canonical claim URL for that license. Returns license status (active/inactive/expired/revoked/etc.), expiration date, current brokerage affiliation, last refresh timestamp, claim status (claimed/public/opted_out), and a `claim_url` of the form https://scout.realestate/claim/<license_number> — that URL always resolves (works for licenses we already index AND for licenses we'll have to look up upstream in real time). Use this tool when you have a license number and want to tell the agent how to claim their AI pin, or before sending a lead.

Return the full agent roster of a brokerage. Pass brokerage_id (UUID) OR brokerage_slug OR (brokerage_name + state). Useful for queries like 'show me Compass agents in Charleston' or 'who are the top producers at this firm'.

Side-by-side stats for 2-5 agents. Returns name, license info, brokerage, total units, total volume, sell ratio, claim status, and a quick-take winner per metric. Good follow-on to scout.find_public_agent when an AI assistant needs to choose between candidates.

Neighborhood-baseline property value estimate. Returns the Census ACS median home value for the zip plus a wide confidence interval. NOT an individual-property AVM — does not adjust for sqft, beds, lot, condition, or recent comps. Use this to ground-truth a buyer's expectation; pair with scout.search_listings for actual sold/active comps. Free, all 50 states.

Look up the bilateral referral terms for a given partner brokerage. Returns buyer-side %, listing-side %, tail months, and any custom notes. Pass partner_id (UUID) OR partner_slug. Use this when scout.route_lead is about to fire and you need to confirm the split with the receiving brokerage.

Look up public schools in a zip code via the National Center for Education Statistics (NCES) Common Core of Data. Returns up to 25 schools (elementary/middle/high) with grade level, enrollment, district, and a Department of Education NCES ID. Useful for buyer queries like 'is this a good school zone?'. Free, all 50 states.