{"tools":[{"name":"georisk_score","description":"Get a composite multi-hazard risk score (0-100) for any location on Earth. Combines 8 independent geophysical hazard models: earthquake, volcano, tsunami, seismic site amplification, sinkhole, weather, flood, and landslide. Returns risk level (LOW/MODERATE/HIGH/CRITICAL), dominant hazard, and component breakdown. Use for insurance underwriting, real estate due diligence, supply chain risk, site selection, or any location-based risk assessment.","args_schema":{"lat":{"type":"number","description":"Latitude (-90 to 90)","required":true},"lon":{"type":"number","description":"Longitude (-180 to 180)","required":true},"radius_km":{"type":"number","description":"Search radius in km (default 100)","required":false}},"api_endpoint":"/api/v1/georisk/score","api_method":"POST","pricing":"included in subscription tiers (legacy list price $9.99)"},{"name":"earthquake_risk","description":"UNAVAILABLE: a point earthquake-risk score is not currently offered -- no validated model backs it, and calls return status 'unavailable' with the reason. Regional forecasts: GET /api/v1/earthquake/predict/{region}.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"radius_km":{"type":"number","description":"Search radius in km (default 200)","required":false}},"api_endpoint":"/api/v1/earthquake/predict","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"volcano_risk","description":"Get volcano eruption risk for a location. Returns alert level (NORMAL/ADVISORY/WATCH/WARNING), risk score, nearest volcano name and distance. Uses StackingClassifier with 100% test accuracy.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/volcano/predict","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"tsunami_risk","description":"Get tsunami exposure risk for a coastal location. Returns risk score (0-100), nearest tsunami source zone, estimated travel time, historical events, and evacuation recommendation. Uses StackingClassifier with 24 features.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/tsunami/predict","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"sinkhole_risk","description":"UNAVAILABLE: a validated sinkhole-risk score is not currently offered. The earlier description cited an accuracy figure from a model later found degenerate (synthetic training that leaked its labels), so it was withdrawn; calls return status 'unavailable' with the reason.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/ghost-network/weather-correlation","api_method":"POST","pricing":"included in subscription tiers (legacy list price $2.99)"},{"name":"landslide_risk","description":"Get landslide susceptibility for a location using LiDAR-derived slope analysis, soil moisture, precipitation history, and geological factors. Returns susceptibility score (0-100), slope class, and contributing factors.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/lidar/predict/landslide","api_method":"POST","pricing":"included in subscription tiers"},{"name":"wildfire_risk","description":"Get wildfire risk for a location. Combines vegetation density, drought index, wind conditions, historical fire perimeters, and WUI (wildland-urban interface) proximity. Returns risk score, fire weather index, and defensible space rating.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/wildfire/risk","api_method":"POST","pricing":"included in subscription tiers"},{"name":"weather_context","description":"Get comprehensive weather and severe weather risk for a location. Includes current conditions, severe weather alerts (NWS), tornado/hail reports (SWDI), flood forecasts (GloFAS), and soil moisture. Covers the full weather threat picture from 5 free sources.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/weather/context","api_method":"POST","pricing":"included in subscription tiers (legacy list price $0.99)"},{"name":"flood_forecast","description":"Get flood risk and river stage forecasts for a location. Combines NOAA NWPS river gauge data, GloFAS global flood forecasts, and FEMA flood zone data. Returns flood stage, exceedance probability, and risk level.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/weather/flood-forecast","api_method":"POST","pricing":"included in subscription tiers (legacy list price $1.99)"},{"name":"weather_historical","description":"Get historical weather data for a location from ERA5 reanalysis (1940-present). Returns temperature, precipitation, wind, soil moisture trends over decades. Use for climate trend analysis, baseline comparisons, and actuarial modeling.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"start_year":{"type":"integer","description":"Start year (1940-present)","required":false},"end_year":{"type":"integer","description":"End year","required":false}},"api_endpoint":"/api/v1/weather/historical","api_method":"POST","pricing":"included in subscription tiers (legacy list price $1.99)"},{"name":"insurance_property_score","description":"Get insurance-specific property risk scoring with NAIC peril codes, vulnerability curves, and premium adjustment factors. Built for P&C insurance underwriting workflows. Returns per-peril scores for earthquake, flood, wildfire, sinkhole, wind, and multi-peril.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"property_type":{"type":"string","description":"residential, commercial, industrial, agricultural or infrastructure (default residential)","required":false},"construction_type":{"type":"string","description":"wood_frame, masonry, steel, reinforced_concrete or mobile_home","required":false},"construction_year":{"type":"integer","description":"Year built","required":false},"stories":{"type":"integer","description":"Number of stories","required":false}},"api_endpoint":"/api/v1/insurance/property-score","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"insurance_portfolio_batch","description":"Score up to 100 properties in a single request. Returns per-property GeoRisk scores, dominant hazards, and portfolio-level aggregates (PML, concentration risk, diversification benefit). Use for portfolio underwriting, acquisition due diligence, or reinsurance placement.","args_schema":{"locations":{"type":"array","description":"Array of {lat, lon, property_type, construction_type, construction_year, stories, property_id} objects (max 100)","required":true}},"api_endpoint":"/api/v1/insurance/portfolio-batch","api_method":"POST","pricing":"included in subscription tiers (legacy list price $9.99)"},{"name":"cat_bond_pricing","description":"Get catastrophe bond pricing analytics. Calculates expected loss, attachment/exhaustion probability, and risk-adjusted spread for a parametric cat bond covering a geographic region. Supports earthquake, hurricane, flood, and multi-peril structures.","args_schema":{"lat":{"type":"number","description":"Center latitude of coverage area","required":true},"lon":{"type":"number","description":"Center longitude of coverage area","required":true},"peril":{"type":"string","description":"earthquake, hurricane, flood, or multi_peril","required":true},"coverage_radius_km":{"type":"number","description":"Coverage radius in km (10-500, default 100)","required":false},"attachment_point":{"type":"number","description":"Attachment point as a FRACTION of insured value (0.001-0.5, default 0.03)","required":false},"exhaustion_point":{"type":"number","description":"Exhaustion point as a fraction of insured value (default 0.15)","required":false},"term_years":{"type":"integer","description":"Bond term in years (1-10, default 3)","required":false}},"api_endpoint":"/api/v1/insurance/cat-bond-pricing","api_method":"POST","pricing":"included in subscription tiers (legacy list price $9.99)"},{"name":"muni_bond_risk","description":"Assess natural hazard risk for municipal bond underwriting. Returns hazard exposure score, infrastructure vulnerability, fiscal resilience rating, and risk-adjusted spread recommendation for a municipality.","args_schema":{"lat":{"type":"number","description":"Latitude of municipality","required":true},"lon":{"type":"number","description":"Longitude of municipality","required":true}},"api_endpoint":"/api/v1/muni-bond/score","api_method":"POST","pricing":"included in subscription tiers (legacy list price $50.00)"},{"name":"natural_hazard_disclosure","description":"Generate a natural hazard disclosure report for real estate transactions. Covers earthquake fault zones, flood zones, fire hazard severity zones, landslide areas, and environmental hazards. Required in many US states for property sales.","args_schema":{"lat":{"type":"number","description":"Property latitude","required":true},"lon":{"type":"number","description":"Property longitude","required":true},"state":{"type":"string","description":"US state code (e.g., CA, FL)","required":false}},"api_endpoint":"/api/v1/nhd-report/generate","api_method":"POST","pricing":"included in subscription tiers (legacy list price $9.99)"},{"name":"climate_migration_score","description":"Assess long-term climate migration risk for a location. Combines current hazard exposure with climate trajectory projections under IPCC SSP scenarios. Returns a 0-100 migration pressure score, top climate drivers, and projected risk change over 10/20/30 years. Use for mortgage risk, real estate investment, and relocation planning.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"horizon_years":{"type":"integer","description":"Projection horizon: 10, 20, or 30 years","required":false}},"api_endpoint":"/api/v1/climate-migration/score","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"climate_migration_destinations","description":"Rank the best relocation destinations based on climate resilience. Returns top 10 US cities with lowest multi-hazard exposure, strongest economic indicators, and best climate trajectory. Use for corporate relocation, real estate development, or personal planning.","args_schema":{"lat":{"type":"number","description":"Current location latitude","required":true},"lon":{"type":"number","description":"Current location longitude","required":true},"budget_tier":{"type":"string","description":"low, medium, or high cost of living","required":false}},"api_endpoint":"/api/v1/climate-migration/destinations","api_method":"POST","pricing":"included in subscription tiers (legacy list price $2.99)"},{"name":"mortgage_climate_risk","description":"Climate-adjusted mortgage risk assessment. Evaluates how climate change will affect property value and default probability over a 15-30 year mortgage term. Returns climate risk premium, stranded asset probability, and insurance availability forecast.","args_schema":{"lat":{"type":"number","description":"Property latitude","required":true},"lon":{"type":"number","description":"Property longitude","required":true},"loan_term_years":{"type":"integer","description":"Mortgage term (15 or 30)","required":false},"property_value":{"type":"number","description":"Property value in USD","required":false}},"api_endpoint":"/api/v1/climate-migration/mortgage-risk","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"parametric_trigger_check","description":"Verify if a parametric insurance trigger condition has been met. earthquake: a USGS ComCat event at or above the threshold magnitude near the point; flood: the nearest NOAA NWPS river gauge (US) at or above a flood rank. Returns triggered (yes/no) with evidence from source data, or an error with the reason when the source cannot answer (never a silent 'not triggered'). Compatible with Chainlink oracle for on-chain settlement.","args_schema":{"trigger_type":{"type":"string","description":"earthquake or flood","required":true},"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"threshold":{"type":"number","description":"earthquake: magnitude (e.g. 5.0); flood: NWPS flood rank 2=minor, 3=moderate, 4=major","required":true},"hours":{"type":"integer","description":"Lookback window in hours (default 24)","required":false}},"api_endpoint":"/api/v1/chainlink/oracle","api_method":"POST","pricing":"included in subscription tiers (legacy list price $2.99)"},{"name":"location_report","description":"Generate a comprehensive location risk report aggregating all platform data: GeoRisk score, natural hazards, weather risk, flood zones, environmental factors, soil/geology, and historical events. Use for real estate due diligence, site selection, or insurance.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"tier":{"type":"string","description":"Report tier: quick, standard, premium","required":false}},"api_endpoint":"/api/v1/location-report","api_method":"POST","pricing":"included in subscription tiers"},{"name":"seismic_site_class","description":"Get NEHRP seismic site classification (A-F) for a location based on Vs30 (shear-wave velocity). Returns site class, amplification factor, liquefaction probability, and design spectrum parameters. Essential for structural engineering and building code compliance.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/predict/seismic-risk","api_method":"POST","pricing":"included in subscription tiers"},{"name":"pews_status","description":"Get the current status of the Planetary Early Warning System (PEWS). Returns active alerts, recent validated events, data feed health, and global risk summary across all 14 monitoring feeds.","args_schema":{},"api_endpoint":"/api/v1/pews/status","api_method":"GET","pricing":"included in subscription tiers"},{"name":"earthquake_regions","description":"List all supported earthquake monitoring regions with bounds, historical seismicity rates, and current alert status. Use to discover which regions are available for prediction queries.","args_schema":{},"api_endpoint":"/api/v1/earthquake/regions","api_method":"GET","pricing":"free"},{"name":"data_connectors","description":"List all 25 data connectors with their status, update frequency, and available endpoints. Shows which data sources are active and their last successful fetch time.","args_schema":{},"api_endpoint":"/api/v1/data/connectors","api_method":"GET","pricing":"free"},{"name":"real_estate_ground_truth","description":"Score any property for subsurface and surface geohazard risk. Fuses Ghost Network sinkhole risk, liquefaction, InSAR subsidence, flood, seismic amplification, landslide, climate migration pressure, and severe weather into a single A+ to F grade with insurance cost estimate. What Zillow/Redfin cannot provide.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"property_type":{"type":"string","description":"single_family, multi_family, commercial, condo","required":false},"property_value_usd":{"type":"number","description":"Property value for insurance estimate","required":false}},"api_endpoint":"/api/v1/real-estate/ground-truth","api_method":"POST","pricing":"included in subscription tiers (legacy list price $7.99)"},{"name":"water_main_break_risk","description":"Predict water main break risk at any location using 8 physics-based drivers: drought-to-wet soil transition (the #1 cause), soil saturation, freeze-thaw cycling, barometric pressure anomalies, groundwater trends, subsidence, pipe material and age. Returns risk score, primary driver, and 7-day forecast.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"pipe_material":{"type":"string","description":"cast_iron, ductile_iron, pvc, hdpe, concrete, steel","required":false},"pipe_age_years":{"type":"number","description":"Age of pipe in years","required":false}},"api_endpoint":"/api/v1/infrastructure/water-main/risk","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"ai_underwriter_decision","description":"Get an instant insurance underwriting decision for any property. Fuses GeoRisk 8-component scoring, per-peril vulnerability curves, construction type and age factors, climate migration, and Ghost Network sinkhole intelligence. Returns APPROVE/APPROVE_WITH_CONDITIONS/REFER_TO_SENIOR/DECLINE with premium recommendations and PML estimates.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"property_type":{"type":"string","description":"single_family, commercial, industrial","required":false},"construction_type":{"type":"string","description":"wood_frame, steel_frame, reinforced_concrete, masonry","required":false},"construction_year":{"type":"number","description":"Year built","required":false},"replacement_value_usd":{"type":"number","description":"Replacement value","required":true},"perils_requested":{"type":"array","description":"List of perils: earthquake, flood, sinkhole, wind, wildfire, all","required":false}},"api_endpoint":"/api/v1/insurance/underwrite/decision","api_method":"POST","pricing":"included in subscription tiers (legacy list price $9.99)"},{"name":"construction_preclearance","description":"Pre-clearance assessment for construction sites. Evaluates subsurface karst dissolution, groundwater depth, sinkhole proximity, liquefaction, subsidence, bearing capacity, seismic design category, and surface hazards. Returns CLEAR/CONDITIONAL/RESTRICTED/FAIL grade with foundation recommendations and estimated cost savings vs blind drilling.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"structure_type":{"type":"string","description":"residential, commercial, industrial, infrastructure, high_rise","required":false},"foundation_type":{"type":"string","description":"shallow, deep, mat, pile, drilled_shaft","required":false},"stories":{"type":"number","description":"Number of stories","required":false}},"api_endpoint":"/api/v1/construction/preclearance","api_method":"POST","pricing":"included in subscription tiers (legacy list price $24.99)"},{"name":"prediction_market_oracle","description":"Get calibrated probability for geophysical event questions. Supports earthquake (M3-M7+, 11 regions), volcano (6 volcanoes), tsunami (6 zones), severe weather, and flood predictions. Uses Poisson model with ML risk modifiers and CalibratedClassifierCV. Returns Polymarket/Kalshi/Chainlink-compatible formats with SHA-256 tamper-proof prediction hashing.","args_schema":{"hazard_type":{"type":"string","description":"earthquake, volcano, tsunami, severe_weather, flood","required":true},"region":{"type":"string","description":"Region or volcano name","required":false},"magnitude_threshold":{"type":"number","description":"Min magnitude (earthquakes)","required":false},"time_horizon_days":{"type":"number","description":"Prediction window in days","required":false},"lat":{"type":"number","description":"Latitude (for weather/flood)","required":false},"lon":{"type":"number","description":"Longitude (for weather/flood)","required":false}},"api_endpoint":"/api/v1/predictions/market/oracle","api_method":"POST","pricing":"included in subscription tiers (legacy list price $2.99)"},{"name":"event_replay","description":"Replay any geophysical event with full forensic reconstruction. 5-phase replay: pre-event conditions (weather, groundwater, seismicity), event impact (PGA, MMI, damage), post-event assessment (aftershock risk, follow-up hazards), chronological timeline, and prediction verification (did we predict this?). Auto-detect mode finds recent events near any location.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"event_date":{"type":"string","description":"ISO date of event (default: auto-detect recent)","required":false},"event_type":{"type":"string","description":"earthquake, volcano, flood, sinkhole","required":false},"usgs_event_id":{"type":"string","description":"USGS event ID for direct lookup","required":false}},"api_endpoint":"/api/v1/replay/event","api_method":"POST","pricing":"included in subscription tiers (legacy list price $49.99)"},{"name":"water_stress_score","description":"Get a composite water stress score (0-100) for any location. Combines 6 data-driven components: groundwater depletion rate, streamflow anomaly, drought severity, water quality (conductance), infrastructure age, and demand pressure. Integrates Ghost Network ROMP wells for aquifer-level corroboration. Use for municipal water planning, agricultural risk, insurance, and drought monitoring.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/water-stress/score","api_method":"POST","pricing":"included in subscription tiers (legacy list price $2.99)"},{"name":"compound_risk_score","description":"Calculate the probability of 2+ simultaneous natural hazards at a location. Uses 28 empirically-calibrated pairwise correlation factors across all 8 GeoRisk components (earthquake, volcano, tsunami, etc). Returns top 5 compound scenarios, joint probabilities, and compound multiplier. Optional Monte Carlo mode with 10K simulations for tail risk.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/compound-risk/score","api_method":"POST","pricing":"included in subscription tiers (legacy list price $7.99)"},{"name":"bridge_failure_risk","description":"Predict bridge failure risk using 8 physics-based drivers: scour depth (HEC-18), seismic vulnerability, condition deterioration, flood overtopping, freeze-thaw cycling, subsidence, traffic overload, and age corrosion. Returns per-driver risk scores, composite risk, and inspection recommendations.","args_schema":{"lat":{"type":"number","description":"Latitude of bridge","required":true},"lon":{"type":"number","description":"Longitude of bridge","required":true},"nbi_condition":{"type":"number","description":"NBI condition rating 0-9 (default 5)","required":false},"bridge_age_years":{"type":"number","description":"Bridge age in years (default 40)","required":false}},"api_endpoint":"/api/v1/infrastructure/bridge/risk","api_method":"POST","pricing":"included in subscription tiers (legacy list price $7.99)"},{"name":"climate_velocity","description":"Calculate the rate of climate zone migration in km/decade for any location. Returns temperature velocity, precipitation velocity, growing season shift, and analog city matching ('Phoenix 2050 = Riyadh today'). Based on NOAA CDO 150K+ station historical records and IPCC AR6 warming projections.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true},"target_year":{"type":"number","description":"Target year for analog matching (default 2050)","required":false}},"api_endpoint":"/api/v1/climate-velocity/velocity","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"water_energy_nexus","description":"Score grid reliability from water-energy cross-correlation. Combines hydropower capacity (streamflow vs generation threshold), solar/wind generation potential, thermal cooling water adequacy, and temperature-driven demand pressure. Returns nexus score, per-component breakdown, and grid stress level. Use for energy sector risk, utility planning, and infrastructure resilience assessment.","args_schema":{"lat":{"type":"number","description":"Latitude","required":true},"lon":{"type":"number","description":"Longitude","required":true}},"api_endpoint":"/api/v1/energy/water-nexus/score","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"induced_seismicity_risk","description":"Get ML-predicted induced seismicity risk for a mining or oil/gas injection site. Returns risk score (0-100), probability of M2+ event, injection-seismicity correlation. Covers Oklahoma, Alberta, Mexico, and 12 other known induced seismicity zones.","args_schema":{"lat":{"type":"number","description":"Latitude (-90 to 90)","required":true},"lon":{"type":"number","description":"Longitude (-180 to 180)","required":true},"radius_km":{"type":"number","description":"Search radius in km (default 100)","required":false}},"api_endpoint":"/api/v1/mining/induced-seismicity","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"tailings_dam_risk","description":"Get tailings dam stability score for a mining site. Combines satellite InSAR deformation, weather loading, dam characteristics, and construction method risk. Returns stability score (0-100) with GISTM-aligned recommendations.","args_schema":{"lat":{"type":"number","description":"Latitude (-90 to 90)","required":true},"lon":{"type":"number","description":"Longitude (-180 to 180)","required":true},"radius_km":{"type":"number","description":"Search radius in km (default 50)","required":false}},"api_endpoint":"/api/v1/mining/tailings-risk","api_method":"POST","pricing":"included in subscription tiers (legacy list price $7.99)"},{"name":"flare_emissions","description":"Detect oil/gas flares and estimate methane emissions for ESG scoring using NASA VIIRS Nightfire satellite data. Returns flare count, radiative power, estimated CH4/CO2e emissions (tonnes/year), and ESG score (0-100).","args_schema":{"lat":{"type":"number","description":"Latitude (-90 to 90)","required":true},"lon":{"type":"number","description":"Longitude (-180 to 180)","required":true},"radius_km":{"type":"number","description":"Search radius in km (default 50)","required":false},"days_back":{"type":"number","description":"Days of history (default 7, max 30)","required":false}},"api_endpoint":"/api/v1/emissions/flare-detection","api_method":"POST","pricing":"included in subscription tiers (legacy list price $0.50)"},{"name":"infrastructure_exposure","description":"Assess critical infrastructure exposure to natural hazards using OpenStreetMap. Returns hospitals, fire stations, schools, power substations, building inventory, road network, and vulnerability-weighted exposure score (0-100) for any location.","args_schema":{"lat":{"type":"number","description":"Latitude (-90 to 90)","required":true},"lon":{"type":"number","description":"Longitude (-180 to 180)","required":true},"radius_km":{"type":"number","description":"Search radius in km (default 5, max 10)","required":false},"hazard_type":{"type":"string","description":"Hazard type: earthquake, flood, wildfire, or all (default all)","required":false}},"api_endpoint":"/api/v1/infrastructure/osm/exposure-analysis","api_method":"POST","pricing":"included in subscription tiers (legacy list price $4.99)"},{"name":"disaster_satellite_imagery","description":"Search for free high-resolution (0.3-0.5m) Maxar satellite imagery available for disaster events near a location. Returns event catalog, scene counts, pre/post-event availability, and resolution. Imagery released during declared disasters (hurricanes, earthquakes, floods, wildfires).","args_schema":{"lat":{"type":"number","description":"Latitude (-90 to 90)","required":true},"lon":{"type":"number","description":"Longitude (-180 to 180)","required":true},"radius_km":{"type":"number","description":"Search radius in km (default 100)","required":false},"days_back":{"type":"number","description":"Days of history to search (default 365)","required":false}},"api_endpoint":"/api/v1/replay/satellite-imagery","api_method":"POST","pricing":"included in subscription tiers"},{"name":"energy_economic_indicators","description":"Fetch energy commodity prices and rig counts from FRED: WTI crude oil, Henry Hub natural gas, regular gasoline, and Baker Hughes rig count. Useful for energy market context, induced seismicity correlation, and water-energy nexus analysis.","args_schema":{"series_id":{"type":"string","description":"FRED series: DCOILWTICO, DHHNGSP, GASREGW, or RIGS (default all)","required":false}},"api_endpoint":"/api/v1/data/economic/series/{series_id}","api_method":"GET","pricing":"free"}],"tool_count":41,"usage":{"instruction":"Create LangChain StructuredTool instances from these definitions. Each tool should POST to the corresponding api_endpoint with the args_schema parameters. Or use: from deepmap_ai import DeepMapToolkit","base_url":"https://www.deepmapai.com","pip_install":"pip install deepmap-ai (coming soon)"}}