MCP Server
lilo Vacation Rentals
io.github.lilo-property/mcp-server
What this MCP does
Supports vacation-rental discovery, availability and direct booking, property operations, short-term-rental compliance, guest and booking risk analysis, protection monitoring, and dispute evidence.
Capabilities
Tools
67
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.
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {'booking_id': {'type': 'string', 'description': 'Booking UUID to analyze'}, 'guest_profile': {'type': 'object', 'description': 'Guest profile data'}, 'message_content': {'type': 'string', 'description': 'Message text to analyze'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['message'], 'properties': {'message': {'type': 'string', 'description': 'Guest message to analyze for risk patterns'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID for evidence chain'}, 'guest_name': {'type': 'string', 'description': 'Guest name for documentation'}, 'property_id': {'type': 'string', 'description': 'Property UUID for cross-reference'}, 'conversation_history': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Previous messages for conversation context analysis'}}}
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.
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {'booking_id': {'type': 'string', 'description': 'Booking UUID to analyze'}, 'guest_profile': {'type': 'object', 'description': 'Guest profile data'}, 'message_content': {'type': 'string', 'description': 'Message text to analyze'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id', 'question'], 'properties': {'guest_id': {'type': 'string', 'description': 'Optional: Guest ID for vetting verification'}, 'question': {'type': 'string', 'description': "Natural language question (e.g., 'What's the WiFi password?', 'Where do I park?')"}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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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Input schema
{'type': 'object', 'required': ['check_in_date', 'check_out_date'], 'properties': {'state': {'type': 'string', 'description': 'State code (e.g., CA, NY)'}, 'property_id': {'type': 'string', 'description': 'Property UUID'}, 'check_in_date': {'type': 'string', 'description': 'Check-in date'}, 'check_out_date': {'type': 'string', 'description': 'Check-out date'}}}
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).
Read only
Input schema
{'type': 'object', 'required': ['booking_id'], 'properties': {'booking_id': {'type': 'string', 'description': 'Booking UUID to assess'}, 'include_guest_risk': {'type': 'boolean', 'description': 'Include guest risk analysis (default true)'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['property_id', 'cleaner_id', 'booking_id'], 'properties': {'role': {'type': 'string', 'description': 'Role: primary or backup'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID for the turnover'}, 'cleaner_id': {'type': 'string', 'description': 'Cleaner UUID'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}, 'scheduled_date': {'type': 'string', 'description': 'Scheduled date (ISO format)'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['property_id', 'guest_name', 'guest_email', 'check_in_date', 'check_out_date'], 'properties': {'guest_name': {'type': 'string', 'description': 'Name of the guest'}, 'guest_count': {'type': 'number', 'description': 'Number of guests (default 1)'}, 'guest_email': {'type': 'string', 'description': 'Guest email address'}, 'guest_phone': {'type': 'string', 'description': 'Guest phone number'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}, 'check_in_date': {'type': 'string', 'description': 'Check-in date (YYYY-MM-DD)'}, 'check_out_date': {'type': 'string', 'description': 'Check-out date (YYYY-MM-DD)'}, 'special_requests': {'type': 'string', 'description': 'Any special requests from guest'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['state'], 'properties': {'city': {'type': 'string', 'description': 'City name'}, 'state': {'type': 'string', 'description': 'State code'}, 'property_id': {'type': 'string', 'description': 'Property UUID'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id', 'check_in_date', 'check_out_date'], 'properties': {'guest_count': {'type': 'number', 'description': 'Number of guests'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}, 'check_in_date': {'type': 'string', 'description': 'Check-in date (YYYY-MM-DD)'}, 'check_out_date': {'type': 'string', 'description': 'Check-out date (YYYY-MM-DD)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['city'], 'properties': {'city': {'type': 'string', 'description': 'World Cup host city'}, 'property_id': {'type': 'string', 'description': 'Property UUID (optional)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_ids'], 'properties': {'property_ids': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Array of property IDs to compare (max 5)'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['property_id', 'task_name', 'task_type'], 'properties': {'due_date': {'type': 'string', 'description': 'Due date (ISO format)'}, 'priority': {'type': 'string', 'description': 'Priority: low, medium, high, urgent'}, 'recurring': {'type': 'boolean', 'description': 'Is this a recurring task?'}, 'task_name': {'type': 'string', 'description': 'Name of the maintenance task'}, 'task_type': {'type': 'string', 'description': 'Type: hvac_filter, deep_clean, appliance_service, pest_control, exterior, safety_check, other'}, 'description': {'type': 'string', 'description': 'Detailed description'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}, 'frequency_days': {'type': 'number', 'description': 'Days between occurrences (if recurring)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['message'], 'properties': {'message': {'type': 'string', 'description': 'Guest message to analyze for risk patterns'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID for evidence chain'}, 'guest_name': {'type': 'string', 'description': 'Guest name for documentation'}, 'property_id': {'type': 'string', 'description': 'Property UUID for cross-reference'}, 'conversation_history': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Previous messages for conversation context analysis'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['message'], 'properties': {'message': {'type': 'string', 'description': 'Message text to analyze'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID for context'}, 'conversation_history': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Previous messages for context'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['lilo_code'], 'properties': {'lilo_code': {'type': 'string', 'description': 'The property lilo code (e.g. PROP-2343)'}}}
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).
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'limit': {'type': 'number', 'description': 'Max results (default 5)'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code to find similar to'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['booking_id', 'reason'], 'properties': {'reason': {'type': 'string', 'description': 'Reason for flagging'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID to flag'}, 'risk_indicators': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Risk indicators observed'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['location'], 'properties': {'location': {'type': 'string', 'description': 'Location to forecast'}, 'date_range_end': {'type': 'string', 'description': 'Forecast end date'}, 'date_range_start': {'type': 'string', 'description': 'Forecast start date'}}}
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).
Destructive
Input schema
{'type': 'object', 'required': ['host_id'], 'properties': {'format': {'type': 'string', 'description': 'Output format: xml or json (default xml)'}, 'host_id': {'type': 'string', 'description': 'Host UUID to generate feed for'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['host_id', 'year'], 'properties': {'year': {'type': 'number', 'description': 'Tax year'}, 'host_id': {'type': 'string', 'description': 'Host UUID'}, 'quarter': {'type': 'number', 'description': 'Quarter (1-4, optional)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['booking_id'], 'properties': {'amount': {'type': 'number', 'description': 'Disputed amount in cents'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID'}, 'dispute_id': {'type': 'string', 'description': 'Dispute ID (if available)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['booking_id'], 'properties': {'amount': {'type': 'number', 'description': 'Disputed amount in cents'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID'}, 'dispute_id': {'type': 'string', 'description': 'Dispute ID (if available)'}}}
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).
Read only
Input schema
{'type': 'object', 'required': ['booking_id'], 'properties': {'booking_id': {'type': 'string', 'description': 'Booking UUID for the dispute'}, 'dispute_type': {'type': 'string', 'description': 'Type: chargeback, damage, review, or general'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'end_date': {'type': 'string', 'description': 'End date filter (YYYY-MM-DD)'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID (optional)'}, 'start_date': {'type': 'string', 'description': 'Start date filter (YYYY-MM-DD)'}, 'property_id': {'type': 'string', 'description': 'Property UUID'}}}
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.
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {}}
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.
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'type': {'type': 'string', 'description': 'Optional: recommendation type (restaurants, coffee, grocery, activities, attractions)'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'properties': {}}
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).
Read only
Input schema
{'type': 'object', 'required': ['landmark_id'], 'properties': {'source': {'enum': ['landmark', 'religious', 'aahs'], 'type': 'string', 'description': 'Data source type'}, 'landmark_id': {'type': 'string', 'description': 'Landmark ID (e.g., phl-landmark-123)'}}}
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.
Read only
Input schema
{'type': 'object', 'properties': {}}
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).
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'days_ahead': {'type': 'number', 'description': 'Days to look ahead (default 14)'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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).
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'days_ahead': {'type': 'number', 'description': 'Days to look ahead (default 30)'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}, 'include_overdue': {'type': 'boolean', 'description': 'Include overdue tasks (default true)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['state'], 'properties': {'city': {'type': 'string', 'description': 'City name'}, 'state': {'type': 'string', 'description': 'State code (e.g., CA, NY)'}, 'property_type': {'type': 'string', 'description': 'Property type for specific rules'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['state'], 'properties': {'state': {'type': 'string', 'description': 'State code'}, 'property_type': {'type': 'string', 'description': 'Property type'}, 'estimated_revenue': {'type': 'number', 'description': 'Estimated annual revenue'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'format': {'type': 'string', 'description': 'Output format: yaml, json, or jsonld (default jsonld)'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'category': {'type': 'string', 'description': 'Optional: filter by category (check_in, check_out, wifi_internet, parking, appliances, emergency, local_info)'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['host_id'], 'properties': {'host_id': {'type': 'string', 'description': 'Host UUID'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'category': {'type': 'string', 'description': 'Filter by category: furniture, appliance, electronics, linen, kitchenware, bathroom, decor, outdoor, safety, amenity, supply'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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).
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {'lilo_code': {'type': 'string', 'description': 'Property lilo code (e.g. PROP-6408)'}, 'property_id': {'type': 'string', 'description': 'Property UUID (alternative to lilo_code)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['location'], 'properties': {'bedrooms': {'type': 'number', 'description': 'Number of bedrooms'}, 'location': {'type': 'string', 'description': 'Location to analyze'}, 'property_id': {'type': 'string', 'description': 'Property UUID for comparison'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['property_id'], 'properties': {'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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).
Read only
Input schema
{'type': 'object', 'required': ['lilo_code'], 'properties': {'lilo_code': {'type': 'string', 'description': 'Property lilo code (e.g. PROP-6408)'}}}
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.
Destructive
Input schema
{'type': 'object', 'properties': {'source': {'enum': ['all', 'landmarks', 'religious', 'aahs'], 'type': 'string', 'description': 'Data source to ingest (default: all)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['booking_id'], 'properties': {'amount': {'type': 'number', 'description': 'Booking amount in cents'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID'}, 'guest_profile': {'type': 'object', 'description': 'Guest profile data'}}}
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.
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {'limit': {'type': 'number', 'description': 'Max results (default 50)'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID (optional)'}, 'event_type': {'type': 'string', 'description': 'Filter by event type'}, 'property_id': {'type': 'string', 'description': 'Property UUID'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['property_id', 'interaction_type', 'content'], 'properties': {'channel': {'type': 'string', 'description': 'Channel: mcp, voice, sms, email'}, 'content': {'type': 'string', 'description': 'Interaction content/summary'}, 'booking_id': {'type': 'string', 'description': 'Booking UUID (optional)'}, 'property_id': {'type': 'string', 'description': 'Property UUID'}, 'interaction_type': {'type': 'string', 'description': 'Type: inquiry, complaint, request, confirmation'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['property_id', 'item_name', 'issue_type'], 'properties': {'item_name': {'type': 'string', 'description': 'Name of the inventory item'}, 'photo_url': {'type': 'string', 'description': 'URL to photo evidence (optional)'}, 'booking_id': {'type': 'string', 'description': 'Associated booking UUID (optional)'}, 'issue_type': {'type': 'string', 'description': 'Type: missing, damaged, low_stock, needs_replacement'}, 'description': {'type': 'string', 'description': 'Description of the issue'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}}}
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.
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {'guest_name': {'type': 'string', 'description': 'Guest name'}, 'guest_email': {'type': 'string', 'description': 'Guest email address'}, 'guest_phone': {'type': 'string', 'description': 'Guest phone number'}, 'message_text': {'type': 'string', 'description': 'Initial message from guest'}, 'booking_details': {'type': 'object', 'properties': {'guests': {'type': 'number', 'description': 'Number of guests'}, 'check_in': {'type': 'string', 'description': 'Check-in date (ISO format)'}, 'check_out': {'type': 'string', 'description': 'Check-out date (ISO format)'}, 'guest_city': {'type': 'string', 'description': 'Guest location'}, 'property_city': {'type': 'string', 'description': 'Property location'}}, 'description': 'Booking details'}}}
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.
Read only
Input schema
{'type': 'object', 'properties': {'query': {'type': 'string', 'description': 'Search query'}, 'venue_type': {'enum': ['wedding', 'event', 'historic', 'all'], 'type': 'string', 'description': 'Venue type filter'}, 'capacity_min': {'type': 'number', 'description': 'Minimum capacity requirement'}}}
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.
Read only
Input schema
{'type': 'object', 'properties': {'type': {'enum': ['landmark', 'historic_religious', 'african_american', 'all'], 'type': 'string', 'description': 'Property type filter'}, 'limit': {'type': 'number', 'description': 'Max results (default 20)'}, 'query': {'type': 'string', 'description': 'Search query (property name, address, etc.)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['location'], 'properties': {'limit': {'type': 'number', 'description': 'Max results (default 20)'}, 'location': {'type': 'string', 'description': 'City, state, or neighborhood to search'}, 'max_price': {'type': 'number', 'description': 'Maximum nightly price'}, 'min_price': {'type': 'number', 'description': 'Minimum nightly price'}, 'min_bedrooms': {'type': 'number', 'description': 'Minimum bedrooms'}, 'superhost_only': {'type': 'boolean', 'description': 'Only show superhosts'}, 'world_cup_city': {'type': 'boolean', 'description': 'Only World Cup 2026 host cities'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['query'], 'properties': {'city': {'type': 'string', 'description': 'Filter by city name'}, 'limit': {'type': 'number', 'description': 'Max results to return (default 10, max 50)'}, 'query': {'type': 'string', 'description': "Search query (e.g. 'beach house in Delaware', 'family rental near Philadelphia')"}, 'state': {'type': 'string', 'description': 'Filter by state name or abbreviation'}, 'max_price': {'type': 'number', 'description': 'Maximum nightly rate in USD'}, 'min_bedrooms': {'type': 'number', 'description': 'Minimum number of bedrooms'}, 'pet_friendly': {'type': 'boolean', 'description': 'Filter for pet-friendly properties only'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'number', 'description': 'Max results (default 10)'}, 'query': {'type': 'string', 'description': 'Natural language amenity query'}, 'location': {'type': 'string', 'description': 'Location to search'}}}
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).
Read only
Input schema
{'type': 'object', 'required': ['query'], 'properties': {'limit': {'type': 'number', 'description': 'Max results (default 10)'}, 'query': {'type': 'string', 'description': "Natural language description of what you're looking for"}, 'threshold': {'type': 'number', 'description': 'Match strictness (higher = stricter)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['location'], 'properties': {'limit': {'type': 'number', 'description': 'Max results to return (default 10)'}, 'location': {'type': 'string', 'description': 'Location to search (city, state, or address)'}, 'property_type': {'type': 'string', 'description': 'Property type filter (entire_home, private_room, etc.)'}, 'verified_only': {'type': 'boolean', 'description': 'Only verified properties (default true)'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['city'], 'properties': {'city': {'type': 'string', 'description': "World Cup 2026 host city (e.g. 'Miami', 'Philadelphia')"}, 'limit': {'type': 'number', 'description': 'Max results to return (default 10, max 50)'}, 'check_in': {'type': 'string', 'description': 'Check-in date (YYYY-MM-DD format, tournament runs Jun 11 - Jul 19, 2026)'}, 'check_out': {'type': 'string', 'description': 'Check-out date (YYYY-MM-DD format)'}, 'group_size': {'type': 'number', 'description': 'Number of guests in the group'}}}
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.
Read only
Input schema
{'type': 'object', 'required': [], 'properties': {'evidence_id': {'type': 'string', 'description': 'Evidence UUID'}, 'evidence_hash': {'type': 'string', 'description': 'Evidence hash (alternative to evidence_id)'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['property_id', 'guest_name', 'check_in_date', 'check_out_date'], 'properties': {'guest_name': {'type': 'string', 'description': 'Name of the guest'}, 'guest_email': {'type': 'string', 'description': 'Guest email address'}, 'guest_phone': {'type': 'string', 'description': 'Guest phone for verification'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}, 'check_in_date': {'type': 'string', 'description': 'Check-in date (YYYY-MM-DD)'}, 'check_out_date': {'type': 'string', 'description': 'Check-out date (YYYY-MM-DD)'}}}
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.
Destructive
Input schema
{'type': 'object', 'required': ['property_id', 'booking_id', 'overall_condition'], 'properties': {'booking_id': {'type': 'string', 'description': 'Booking UUID'}, 'photo_urls': {'type': 'array', 'items': {'type': 'string'}, 'description': 'Photo evidence URLs'}, 'property_id': {'type': 'string', 'description': 'Property UUID or lilo_code'}, 'verified_by': {'type': 'string', 'description': 'Name of person verifying'}, 'issues_found': {'type': 'array', 'items': {'type': 'string'}, 'description': 'List of issues found'}, 'checklist_items': {'type': 'array', 'items': {'type': 'object', 'properties': {'task': {'type': 'string'}, 'notes': {'type': 'string'}, 'completed': {'type': 'boolean'}}}, 'description': 'Completed checklist items'}, 'overall_condition': {'type': 'string', 'description': 'Overall condition: excellent, good, fair, poor, damaged'}}}
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).
Read only
Input schema
{'type': 'object', 'required': ['evidence_id'], 'properties': {'evidence_id': {'type': 'string', 'description': 'Evidence record UUID'}}}
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.
Read only
Input schema
{'type': 'object', 'required': ['lilo_code', 'envelope_hash'], 'properties': {'lilo_code': {'type': 'string', 'description': 'Property lilo code (e.g. PROP-6408)'}, 'envelope_hash': {'type': 'string', 'description': 'Hash of the evidence envelope to verify'}}}
History
Recent tool changes
Added
search_world_cup_rentals
Sept. 17, 2026, 12:43 p.m.
Added
fetch_vacation_rental_details
Sept. 17, 2026, 12:43 p.m.
Added
search_vacation_rentals
Sept. 17, 2026, 12:43 p.m.
Added
get_vacation_rental_onboarding_status
Sept. 17, 2026, 12:43 p.m.
Added
assess_vacation_rental_booking_risk
Sept. 17, 2026, 12:43 p.m.
Added
get_dispute_defense_packet_for_booking
Sept. 17, 2026, 12:43 p.m.
Added
analyze_guest_communication_risk
Sept. 17, 2026, 12:43 p.m.
Added
analyze_guest_interaction_risk
Sept. 17, 2026, 12:43 p.m.
Added
verify_vacation_rental_trust_chain
Sept. 17, 2026, 12:43 p.m.
Added
get_vacation_rental_trust_certificate
Sept. 17, 2026, 12:43 p.m.
Added
ingest_philadelphia_public_records
Sept. 17, 2026, 12:43 p.m.
Added
get_philadelphia_250th_anniversary_events
Sept. 17, 2026, 12:43 p.m.
Added
get_philadelphia_world_cup_2026_info
Sept. 17, 2026, 12:43 p.m.
Added
search_philadelphia_event_venues
Sept. 17, 2026, 12:43 p.m.
Added
get_philadelphia_landmark_details
Sept. 17, 2026, 12:43 p.m.
Added
search_philadelphia_historic_properties
Sept. 17, 2026, 12:43 p.m.
Added
verify_rental_checkout_condition
Sept. 17, 2026, 12:43 p.m.
Added
assign_cleaner_to_rental_turnover
Sept. 17, 2026, 12:43 p.m.
Added
get_rental_cleaning_schedule
Sept. 17, 2026, 12:43 p.m.
Added
create_rental_maintenance_task
Sept. 17, 2026, 12:43 p.m.
Added
get_rental_maintenance_schedule
Sept. 17, 2026, 12:43 p.m.
Added
report_rental_inventory_issue
Sept. 17, 2026, 12:43 p.m.
Added
get_vacation_rental_inventory
Sept. 17, 2026, 12:43 p.m.
Added
get_str_insurance_requirements
Sept. 17, 2026, 12:43 p.m.
Added
check_world_cup_2026_str_compliance
Sept. 17, 2026, 12:43 p.m.
Added
generate_str_tax_documentation
Sept. 17, 2026, 12:43 p.m.
Added
check_str_permit_requirements
Sept. 17, 2026, 12:43 p.m.
Added
get_short_term_rental_regulations
Sept. 17, 2026, 12:43 p.m.
Added
forecast_vacation_rental_demand
Sept. 17, 2026, 12:43 p.m.
Added
get_vacation_rental_pricing_analysis
Sept. 17, 2026, 12:43 p.m.
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