Scout
by Flikah · remote · no sign-in to list tools · v0.1.0 · published by GitHub user Flikah
Find licensed real estate agents, search MLS, route leads. Remote MCP for SC + GA brokerages.
Final · 1Changes · 8
18 tools: 1 do something that can't be undone, 8 change things and 9 only read.
Scanned Oct 21, 2026
- Deletes or cancels0Claude Code: deny
- Can't be undone1Claude Code: ask: see these tools
- Changes things8Claude Code: ask: see these tools
- Only reads9Claude Code: allow: see these tools
No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.
claude mcp add --transport http scout https://scout.realestate/api/mcpTools
Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.
18 tools
Can't be undone 1Claude Code: ask
scout.purchase_leadPurchase a single seller-signal lead from the Scout MCP marketplace.No findings
Why it is in this group
- The name "scout.purchase_lead" says "purchase": a word that usually means money moves, which cannot be taken back.
Description, as the server wrote it 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).
Changes things 8Claude Code: ask
scout.agent_profileDeep profile for a single agent: license number/status/expiration, brokerage affiliation, claim status, geography, total units / volume / sell-ratio (when available), website, Inst…No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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.
scout.estimate_valueNeighborhood-baseline property value estimate.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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.
scout.market_pulsePublic-data-backed market snapshot for any US zip code.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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.
scout.referral_termsLook up the bilateral referral terms for a given partner brokerage.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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.
scout.route_leadSubmit a buyer or seller lead to Flika.No findings
Why it is in this group
- The description's first verb is "submit": a word for a change.
Description, as the server wrote it 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
scout.school_districtLook up public schools in a zip code via the National Center for Education Statistics (NCES) Common Core of Data.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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.
scout.subscribe_lead_feedSubscribe to a continuous feed of new seller-signal leads matching a filter.No findings
Why it is in this group
- The name "scout.subscribe_lead_feed" says "subscribe": a word for a change.
Description, as the server wrote it 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.
scout.verify_licenseVerify whether a real estate license is currently active, AND return the canonical claim URL for that license.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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.
Only reads 9Claude Code: allow
scout.compare_agentsSide-by-side stats for 2-5 agents.No findings
Why it is in this group
- The name "scout.compare_agents" says "compare": a word for reading.
Description, as the server wrote it 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.
scout.coverageReturns Flika's coverage: which states Flika is directly licensed in (can close transactions) and which additional states Flika has signed referral partners in.No findings
Why it is in this group
- The description's first verb is "return": a word for reading.
Description, as the server wrote it Returns Flika's coverage: which states Flika is directly licensed in (can close transactions) and which additional states Flika has signed referral partners in. Call this first if you're unsure whether Flika can help with a specific geography.
scout.find_agentFind Flika agents who are currently live (pin dropped within last 60 minutes) in or near a given location.No findings
Why it is in this group
- The name "scout.find_agent" says "find": a word for reading.
Description, as the server wrote it 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.
scout.find_brokerageSearch the public Scout brokerage/office directory.No findings
Why it is in this group
- The name "scout.find_brokerage" says "find": a word for reading.
Description, as the server wrote it 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.
scout.find_public_agentSearch Scout's public licensed-agent directory.No findings
Why it is in this group
- The name "scout.find_public_agent" says "find": a word for reading.
Description, as the server wrote it 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.
scout.get_seller_signalsRetrieve Flika's proprietary seller-intent signals: probate filings, distressed properties, expired listings, FSBO intercepts (SC, GA, FL).No findings
Why it is in this group
- The name "scout.get_seller_signals" says "get": a word for reading.
Description, as the server wrote it Retrieve Flika's proprietary seller-intent signals: probate filings, distressed properties, expired listings, FSBO intercepts (SC, GA, FL). Returns scored, deduplicated leads with property address + executor contact. Requires a Flika MCP API key with 'seller_signals' scope. Partner brokerages licensed in the lead's state receive these at no per-lead fee (referral fee applies on close).
scout.search_leadsPreview seller-signal leads (probate, NOD/pre-foreclosure, FSBO, expired listings, tax-delinquent) for sale through the Scout MCP marketplace.No findings
Why it is in this group
- The name "scout.search_leads" says "search": a word for reading.
Description, as the server wrote it 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.
scout.search_listingsSearch active real estate listings in Flika's coverage area (SC + GA).No findings
Why it is in this group
- The name "scout.search_listings" says "search": a word for reading.
Description, as the server wrote it 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.
scout.team_rosterReturn the full agent roster of a brokerage.No findings
Why it is in this group
- The description's first verb is "return": a word for reading.
Description, as the server wrote it 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'.
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Install
Pinned to version 0.1.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http scout https://scout.realestate/api/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__scout__scout_coverage",
"mcp__scout__scout_search_listings",
"mcp__scout__scout_find_agent",
"mcp__scout__scout_find_public_agent",
"mcp__scout__scout_find_brokerage",
"mcp__scout__scout_get_seller_signals",
"mcp__scout__scout_search_leads",
"mcp__scout__scout_team_roster",
"mcp__scout__scout_compare_agents"
],
"ask": [
"mcp__scout__scout_route_lead",
"mcp__scout__scout_purchase_lead",
"mcp__scout__scout_subscribe_lead_feed",
"mcp__scout__scout_market_pulse",
"mcp__scout__scout_agent_profile",
"mcp__scout__scout_verify_license",
"mcp__scout__scout_estimate_value",
"mcp__scout__scout_referral_terms",
"mcp__scout__scout_school_district"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as scout. Review it before you use it.