MCP 服务器

DeepMap AI MCP Server

Provides 25 geophysical intelligence tools for multi-hazard risk scoring, earthquake/volcano/tsunami/sinkhole prediction, weather intelligence, insurance underwriting, climate migration, and parametric triggers.

README

DeepMap AI MCP Server

25 geophysical intelligence tools as a Model Context Protocol server. Gives Claude Desktop (and any MCP-compatible AI agent) access to multi-hazard risk scoring, earthquake/volcano/tsunami/sinkhole prediction, weather intelligence, insurance underwriting, climate migration, and parametric triggers.

Install

pip install deepmap-mcp

Configure for Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "deepmap": {
      "command": "deepmap-mcp",
      "env": {
        "DEEPMAP_API_URL": "https://www.deepmapai.com",
        "DEEPMAP_API_KEY": "dm_live_..."
      }
    }
  }
}

Or run directly:

deepmap-mcp

Get a free API key: POST https://www.deepmapai.com/api/v1/auth/register with {"email": "you@example.com", "name": "Your Name"}

Available Tools (25)

Core Risk Scoring (7 tools)

Tool	Description
`georisk_score`	Composite multi-hazard risk score (0-100) combining 8 hazard models
`earthquake_risk`	ML earthquake prediction: risk score, M4+ probability, fault distance
`volcano_risk`	Eruption risk with alert level (NORMAL/ADVISORY/WATCH/WARNING)
`tsunami_risk`	Coastal exposure risk, source zones, travel time, evacuation advice
`sinkhole_risk`	Ghost Network sinkhole detection: 7 physics + 5 weather triggers, 93.8% accuracy
`landslide_risk`	LiDAR slope analysis, soil moisture, precipitation, geology
`wildfire_risk`	Vegetation, drought, wind, fire history, WUI proximity

Weather & Environmental (3 tools)

Tool	Description
`weather_context`	Current weather + severe risk from 5 sources (Open-Meteo, NWS, SWDI, GloFAS)
`flood_forecast`	River stage forecasts from NOAA NWPS, GloFAS, FEMA flood zones
`weather_historical`	ERA5 reanalysis (1940-present): temperature, precipitation, wind trends

Insurance & Financial (5 tools)

Tool	Description
`insurance_property_score`	P&C property risk with NAIC peril codes, vulnerability curves
`insurance_portfolio_batch`	Score up to 100 properties with PML and concentration analysis
`cat_bond_pricing`	Expected loss, attachment/exhaustion probability, risk-adjusted spread
`muni_bond_risk`	Municipal bond hazard assessment with fiscal resilience rating
`natural_hazard_disclosure`	Real estate NHD report (required in many US states)

Climate & Long-Term Risk (3 tools)

Tool	Description
`climate_migration_score`	Climate migration risk (0-100) with IPCC trajectory projections
`climate_migration_destinations`	Rank best US relocation cities by climate resilience
`mortgage_climate_risk`	Climate-adjusted mortgage risk, stranded asset probability

Parametric & Smart Contract (1 tool)

Tool	Description
`parametric_trigger_check`	Check parametric insurance triggers (earthquake/flood/wind/volcano). Chainlink oracle compatible.

Reports & Intelligence (2 tools)

Tool	Description
`location_report`	Comprehensive location risk report for due diligence
`seismic_site_class`	NEHRP site class (A-F) from Vs30, liquefaction, amplification

Monitoring & Status (3 tools)

Tool	Description
`pews_status`	Planetary Early Warning System: active alerts, validated events, feed health
`earthquake_regions`	Earthquake monitoring regions with seismicity rates and alert status
`data_connectors`	All 25 data connectors with status, frequency, and endpoints

Cross-Correlation Products (5 tools)

Tool	Description
`water_stress_score`	Water stress (0-100): groundwater, streamflow, drought, infrastructure
`compound_risk_score`	Simultaneous multi-hazard probability with 28 pairwise correlations
`bridge_failure_risk`	Bridge failure prediction: 8 physics drivers (scour, seismic, freeze-thaw)
`climate_velocity`	Climate zone migration rate in km/decade with analog city matching
`water_energy_nexus`	Grid reliability from water-energy cross-correlation

Environment Variables

Variable	Default	Description
`DEEPMAP_API_URL`	`https://www.deepmapai.com`	API base URL
`DEEPMAP_API_KEY`	(empty)	API key for authenticated access

Pricing

Many tools work without an API key (free tier). Pro/enterprise tiers unlock portfolio scoring, historical weather, and higher rate limits. See pricing.