io.github.lilo-property/mcp-server

Tools

• analyze_booking_threat_risk

  Analyze a vacation rental booking or guest interaction for potential threats and risks. Returns risk assessment level, identified concerns, and recommended actions for the host. Pass booking_id, message_content, and/or guest_profile for analysis.

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• analyze_guest_communication_risk

  Analyze guest messages at a vacation rental for concerning patterns. Returns risk assessment, evidence documentation, and response guidance for hosts. Alias for detect_guest_communication_risk.

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• analyze_guest_interaction_risk

  Analyze a guest interaction at a vacation rental for potential risks. Returns risk assessment and recommended actions. Alias for analyze_booking_threat_risk. Pass booking_id, message_content, and/or guest_profile.

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• ask_vacation_rental_question

  Ask a natural language question about a vacation rental property and get an answer grounded in verified data. Examples: 'What is the WiFi password?', 'Where do I park?', 'Is there a dishwasher?', 'What time is check-out?'. Requires property_id and the question text.

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• assess_extended_stay_squatter_risk

  Assess the risk of a guest establishing tenancy rights during an extended vacation rental stay. Evaluates stay duration against jurisdiction-specific tenant protection laws. Returns risk level, relevant state laws, and preventive recommendations. Pass check_in_date, check_out_date, and state code.

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• assess_vacation_rental_booking_risk

  Assess risk factors for a specific vacation rental booking with protection recommendations. Returns risk level, identified concerns, and suggested protective actions. Pass booking_id (UUID) and optional include_guest_risk (default true).

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• assign_cleaner_to_rental_turnover

  Assign a cleaner to a vacation rental property turnover between bookings. Supports primary and backup cleaner assignments. Pass property_id, cleaner_id, booking_id, optional role (primary/backup), and scheduled_date.

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• book_vacation_rental_direct

  Book a vacation rental property directly through AI. Host receives 100% of nightly rate; 3% guest service fee added at checkout. Creates booking record, calculates pricing, and notifies the host. Returns booking_id, confirmation_code, pricing breakdown, and check-in link. Always call check_vacation_rental_availability_and_pricing first.

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• check_str_permit_requirements

  Check what permits and licenses are required to operate a short-term rental at a specific location. Returns required permits, application processes, fees, and renewal schedules. Pass state code (required), optional city and property_id.

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• check_vacation_rental_availability_and_pricing

  Check real-time availability and pricing for a vacation rental property on specific dates. Returns whether the property is available, calculated total price, capacity check, and any conflicting bookings. Host receives 100% of nightly rate; 3% guest service fee at checkout. Always call this BEFORE book_vacation_rental_direct.

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• check_vacation_rental_protection_status

  Check whether a vacation rental property is actively protected by lilo. Returns protection status (active/inactive/expired), protection tier, active features, and last activity timestamp.

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• check_world_cup_2026_str_compliance

  Check World Cup 2026 specific short-term rental compliance requirements for the 16 US host cities. Returns special regulations, surge pricing rules, enhanced permit requirements, and safety standards that apply during the tournament. Pass the city name (required), optional property_id.

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• compare_vacation_rentals_side_by_side

  Compare up to 5 vacation rental properties side-by-side on key metrics including price, bedrooms, bathrooms, amenities, reputation score, and protection status. Pass an array of property_ids.

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• create_rental_maintenance_task

  Create a new maintenance task for a vacation rental property. Supports one-time and recurring tasks. Pass property_id, task_name, and task_type (hvac_filter, deep_clean, appliance_service, pest_control, exterior, safety_check, other). Optional: priority, description, recurring, frequency_days, due_date.

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• detect_guest_communication_risk

  Analyze guest messages for risk patterns in vacation rental communications. Returns risk assessment, evidence documentation, and response guidance for hosts. More comprehensive than detect_guest_message_threat_pattern — includes documentation and guest/property cross-referencing.

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• detect_guest_message_threat_pattern

  Analyze a guest message or conversation for concerning patterns that may indicate risks to the vacation rental host. Pass the message text and optional conversation_history for context. Returns threat assessment and recommended response.

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• fetch_vacation_rental_details

  Fetch complete details for a specific vacation rental property by its lilo code (e.g. PROP-2343). Returns full property data including title, description as markdown text, photos, reviews, amenities, trust score, and booking URL. Optimized for AI deep research consumption.

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• find_similar_vacation_rentals

  Find vacation rentals similar to a given property. Useful for recommending alternatives when a property is unavailable or when the traveler wants to compare similar options. Pass a property_id (UUID or lilo_code) and optional limit (default 5).

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• flag_booking_for_enhanced_monitoring

  Flag a vacation rental booking for enhanced monitoring by lilo's protection system. Creates an alert with the specified reason and risk indicators. Use this when a host identifies concerning behavior. Requires booking_id and reason. Optional: array of risk_indicators.

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• forecast_vacation_rental_demand

  Forecast booking demand for vacation rentals in a specific location over a date range. Returns seasonal trends, event-driven demand spikes (World Cup, holidays, concerts), occupancy predictions, and pricing recommendations. Pass location (required), date_range_start, and date_range_end.

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• generate_google_vacation_rentals_feed

  Generate a Google Vacation Rentals XML feed for a host's properties. Enables direct booking via Google Search results with a 3% guest service fee. Pass host_id (UUID) and optional format (xml or json, default xml).

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• generate_str_tax_documentation

  Generate tax documentation for short-term rental income. Includes occupancy tax calculations, income summaries, and reporting data for tax filing. Pass host_id (UUID) and year (required). Optional: quarter (1-4) for quarterly reports.

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• get_chargeback_defense_for_booking

  Generate a chargeback defense packet for a payment dispute on a vacation rental booking. Includes verified evidence of guest consent, check-in documentation, and interaction history. Pass booking_id (UUID), optional dispute_id, and disputed amount in cents.

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• get_dispute_defense_packet_for_booking

  Generate a dispute defense packet with independently verified evidence for a vacation rental payment dispute. Alias for get_chargeback_defense_for_booking.

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• get_dispute_evidence_bundle_for_booking

  Generate a complete evidence bundle for dispute resolution on a vacation rental booking. Includes all verified interactions, consent records, and documentation. Pass booking_id (UUID) and dispute_type (chargeback, damage, review, or general).

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• get_evidence_timeline_for_rental

  Get a chronological timeline of all evidence records for a vacation rental property or specific booking. Filter by date range. Returns events in order with timestamps, types, and verification status.

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• get_lilo_founding_member_availability

  Check how many founding member spots remain for lilo's vacation rental protection. Returns total_spots (200), spots_claimed, spots_remaining, and founding_price ($149/month locked for life). No parameters required.

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• get_lilo_protection_network_stats

  Get aggregate statistics about the lilo vacation rental protection network. Returns total properties protected, evidence integrity status, and active protection capabilities. No parameters required.

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• get_local_recommendations_near_rental

  Get local recommendations near a vacation rental property. Returns nearby restaurants, coffee shops, grocery stores, activities, and attractions. Filter by type: restaurants, coffee, grocery, activities, attractions.

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• get_neighborhood_info_for_rental

  Get neighborhood information for a vacation rental location including safety scores, walkability, public transit access, nearby amenities, and local character. Helps travelers understand the area around a property.

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• get_philadelphia_250th_anniversary_events

  Get America's 250th Anniversary (July 4, 2026) event information for Philadelphia. Returns key historic sites, planned celebrations, expected visitor numbers, and accommodation surge predictions for the semiquincentennial. No parameters required.

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• get_philadelphia_landmark_details

  Get detailed information about a specific Philadelphia landmark including full property manifest and Schema.org structured data. Pass landmark_id (e.g., phl-landmark-123) and source type (landmark, religious, aahs).

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• get_philadelphia_world_cup_2026_info

  Get World Cup 2026 information for Philadelphia. FREE TOOL. Returns match schedule, venue details (Lincoln Financial Field), expected accommodation demand surge, transportation info, and STR compliance requirements. No parameters required.

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• get_rental_cleaning_schedule

  Get the cleaning schedule and cleaner assignments for a vacation rental property. Shows upcoming turnovers between bookings, assigned cleaners, and scheduling gaps. Pass property_id and optional days_ahead (default 14).

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• get_rental_maintenance_schedule

  Get upcoming and overdue maintenance tasks for a vacation rental property. Includes HVAC filter changes, appliance servicing, pest control, and all recurring maintenance. Pass property_id, optional include_overdue (default true), and days_ahead (default 30).

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• get_short_term_rental_regulations

  Get local short-term rental (STR) regulations for a specific city and state. Returns permit requirements, occupancy taxes, maximum guest limits, zoning restrictions, and operational requirements. Essential for hosts to understand compliance. Pass state code (required), optional city and property_type.

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• get_str_insurance_requirements

  Get insurance requirements and recommendations for short-term rental hosts by state. Returns liability minimums, STR-specific coverage options, and recommended policy limits based on property type and estimated revenue.

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• get_vacation_rental_ai_manifest

  Get the AI-optimized property manifest in schema.org format with lilo extensions. Available in YAML, JSON, or JSON-LD format. Use this for structured data integration and AI agent consumption.

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• get_vacation_rental_details

  Get complete details for a vacation rental property including name, location, address, property type, bedrooms, bathrooms, nightly rate, amenities, house rules, photos, protection status, and host reputation score. Use the property_id (UUID) or lilo_code (e.g. PROP-2343) to identify the property.

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• get_vacation_rental_faqs

  Get all frequently asked questions and answers for a vacation rental property. Covers WiFi password, check-in instructions, parking, appliances, emergency contacts, and local info. Filter by category: check_in, check_out, wifi_internet, parking, appliances, emergency, local_info.

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• get_vacation_rental_host_reputation

  Get the reputation score and verified evidence summary for a vacation rental host. Returns protection stats, evidence count, dispute resolution rate, and verification status. Use this to verify a host's trustworthiness.

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• get_vacation_rental_house_rules

  Get the house rules for a vacation rental in structured, machine-readable format. Returns maximum guests, quiet hours, pet policy, smoking policy, check-in/check-out times, parking, and special restrictions.

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• get_vacation_rental_identity_manifest

  Get the machine-readable property identity manifest with structured evidence data, visibility metadata, and verification references. Use this for programmatic property data consumption.

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• get_vacation_rental_inventory

  Get the inventory list for a vacation rental property. Returns all tracked items with quantities, locations, condition, and recent check history. Filter by category: furniture, appliance, electronics, linen, kitchenware, bathroom, decor, outdoor, safety, amenity, supply.

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• get_vacation_rental_onboarding_status

  Check onboarding progress for a vacation rental property on lilo. Returns which setup steps are complete and which are still needed (property details, photos, house rules, calendar sync, payment setup, etc.). Pass lilo_code (e.g. PROP-6408) or property_id (UUID).

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• get_vacation_rental_pricing_analysis

  Get competitive pricing analysis for a vacation rental market. Returns comparable property rates, market average, pricing optimization suggestions, and seasonal adjustments. Pass location (required), optional property_id for direct comparison, and optional bedrooms count.

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• get_vacation_rental_reputation_score

  Get the reputation score and performance data for a specific vacation rental property. Returns dispute win rate, protection statistics, host response times, overall reputation score, and a narrative summary. Use this to evaluate a property's track record before recommending it.

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• get_vacation_rental_trust_certificate

  Access the continuously maintained trust certificate for a lilo-protected vacation rental property. Includes verification data for independent validation of the property's protection status, evidence integrity, and host reputation. Pass lilo_code (e.g. PROP-6408).

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• ingest_philadelphia_public_records

  PREMIUM: Full Philadelphia data ingestion from public records. Ingests landmarks, historic religious properties, and African American historic sites into the lilo system. Pass source: all, landmarks, religious, or aahs.

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• predict_booking_chargeback_probability

  Predict the probability of a chargeback (payment dispute) for a vacation rental booking. Returns risk score, key risk factors, and specific prevention recommendations. Pass booking_id (UUID), optional amount in cents, and optional guest_profile.

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• query_vacation_rental_evidence_chain

  Query the evidence chain for a vacation rental property or specific booking. Returns independently verified evidence records filtered by property_id, booking_id, or event_type. Use this to audit the complete evidence trail.

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• record_guest_interaction_to_evidence

  Record a guest interaction to the vacation rental's evidence chain. Creates a verified evidence record of the interaction. Pass property_id, interaction_type (inquiry, complaint, request, confirmation), content text, and channel (mcp, voice, sms, email). Optional: booking_id.

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• report_rental_inventory_issue

  Report a missing, damaged, or low-stock inventory item at a vacation rental property. Creates an issue record with optional photo evidence. Pass property_id, item_name, and issue_type (missing, damaged, low_stock, needs_replacement). Optional: description, booking_id, photo_url.

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• screen_guest_before_booking

  Pre-booking guest risk assessment for vacation rental hosts. Evaluates guest profile, booking details, and communication patterns to provide a risk level (low/medium/high/critical) with specific recommendations. Helps hosts decide whether to accept a booking request. Pass guest_email, guest_phone, guest_name, message_text, and/or booking_details.

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• search_philadelphia_event_venues

  Search Philadelphia event and wedding venues. Returns venue details including capacity, type, availability, and booking information. Filter by venue_type (wedding, event, historic, all) and minimum capacity.

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• search_philadelphia_historic_properties

  Search Philadelphia historic properties and landmarks from public records. Useful for World Cup 2026 and America's 250th Anniversary (2026) planning. Filter by type: landmark, historic_religious, african_american, or all.

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• search_vacation_rental_market

  Search lilo's market discovery for vacation rental properties in any US location. Filter by price range, bedrooms, superhost status, and World Cup 2026 host cities. Returns property listings including non-activated properties for market research.

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• search_vacation_rentals

  Search for vacation rental properties with structured filtering. Returns results optimized for AI deep research with id, title, url, snippet, pricing, and property attributes. Use this for broad property discovery. Supports filtering by city, state, bedrooms, price, and pet-friendliness.

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• search_vacation_rentals_by_amenities

  Search for vacation rentals by amenity description using natural language. Examples: 'pool and hot tub', 'pet-friendly with fenced yard', 'EV charger and garage'. Pass the amenity query and optional location filter.

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• search_vacation_rentals_by_description

  Search for vacation rentals using a natural language description. Examples: 'romantic beachfront getaway with hot tub', 'family-friendly house with pool near Disney', 'quiet cabin in the mountains for a writers retreat'. Finds matching properties by semantic meaning, not just keywords. Pass the description as 'query'. Optional: threshold (how strict result matching should be) and limit (max results, default 10).

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• search_vacation_rentals_by_location

  Search for vacation rentals, short-term rentals, and accommodation properties by location, guest count, and property type. Use this when a traveler wants to find a place to stay. Returns matching properties with names, locations, nightly rates, photos, and protection status.

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• search_world_cup_rentals

  Search for vacation rentals in FIFA World Cup 2026 host cities. Returns properties with stadium proximity information, match schedules, and expected demand surge data. Use this when a traveler is looking for accommodation for World Cup 2026 matches. Supports 11 US host cities: Miami, New York, Los Angeles, Dallas, Philadelphia, Atlanta, Houston, Seattle, San Francisco, Boston, Kansas City.

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• verify_evidence_anchor_integrity

  Verify the integrity and authenticity of a specific evidence anchor record. Confirms the evidence is tamper-proof and independently verifiable. Pass evidence_id (UUID) or evidence_hash.

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• verify_guest_identity_for_check_in

  Create a secure guest verification and check-in link for a confirmed vacation rental booking. Verifies guest identity via phone, presents house rules for acknowledgment, records consent with verified evidence, and provides access codes upon agreement. Returns a unique handshake link.

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• verify_rental_checkout_condition

  Record checkout verification for a vacation rental with checklist completion and photo evidence. Used by cleaners or hosts to document property condition after a guest departure. Pass property_id, booking_id, overall_condition (excellent/good/fair/poor/damaged), optional checklist_items, issues_found, photo_urls, and verified_by.

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• verify_vacation_rental_evidence_record

  Verify the authenticity and integrity of a specific evidence record. Confirms the evidence has not been tampered with, existed at the claimed timestamp, and is independently verifiable. Pass the evidence_id (UUID).

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• verify_vacation_rental_trust_chain

  Independently verify a specific evidence record in a vacation rental property's trust chain. Confirms the evidence has been independently verified and is tamper-proof. Pass lilo_code (e.g. PROP-6408) and envelope_hash of the evidence record to verify.

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