MCP Server Proto-OKN

# Chat Transcript: Urban Flooding Open Knowledge Network (UF-OKN) 👤 **User** @ufokn --- 🧠 **Assistant** I'll help you explore the UFO Knowledge Graph. Let me first get information about this knowledge graph to understand what data is available. Great! I can see the **Urban Flooding Open Knowledge Network (UF-OKN)** is now accessible. This is a geospatial knowledge graph that integrates urban infrastructure data with hydrologic forecasts to assess flood risk. **Key Features:** - **Coverage**: 24 years of historical flood data across the continental United States - **Data Sources**: OpenStreetMap urban infrastructure, NOAA National Water Model, HEC-RAS, SWMM - **Risk-Points™**: Locations where built and natural environments interact with potential flood impacts **Available Data Classes:** - **Place**: Urban infrastructure (buildings, roads, stormwater networks, power stations) - **GeoShape/GeoCoordinates**: Geographic locations and boundaries - **Observation**: Hydrologic measurements and forecasts - **PropertyValue**: Attribute measurements - **S2Cell**: Spatial grid cells for geographic indexing **What would you like to explore?** I can help you: - Find infrastructure at risk in specific locations - Query historical flood observations - Analyze flood risk for particular types of infrastructure (buildings, roads, etc.) - Explore hydrologic forecasts and models - Examine Risk-Points in areas of interest What aspect of urban flooding data interests you? --- 👤 **User** Visualize schema --- 🧠 **Assistant** Here's the **Urban Flooding Open Knowledge Network (UF-OKN) Schema**: ```mermaid classDiagram class Place { +name +description +additionalType +elevation +latitude +longitude } class GeoCoordinates { +latitude +longitude +elevation } class GeoShape { +asWKT } class Observation { +observationDate +measuredProperty } class PropertyValue { +propertyID +value +unitCode +unitText } class S2Cell { +identifier } Place "1" --> "0..*" GeoCoordinates : geo Place "1" --> "0..*" GeoShape : geo Place "1" --> "0..*" PropertyValue : identifier Place "1" --> "0..*" PropertyValue : variableMeasured Observation "1" --> "1" Place : observationAbout Observation "1" --> "0..*" PropertyValue : variableMeasured GeoShape "1" --> "0..*" PropertyValue : identifier GeoShape "1" --> "0..*" S2Cell : identifier ``` **Schema Overview:** - **Place**: Core entity representing urban infrastructure (buildings, roads, stormwater systems, power stations). Can have geographic coordinates or shapes, and various measured properties. - **GeoCoordinates & GeoShape**: Spatial representations - point coordinates or polygon/line geometries (using WKT format). - **Observation**: Hydrologic measurements and forecasts linked to specific places and dates, containing measured variables. - **PropertyValue**: Flexible key-value pairs for identifiers, measurements, and attributes with units. - **S2Cell**: Google's S2 spatial indexing system for efficient geographic queries. This schema enables querying infrastructure at risk by linking places to their geographic locations, flood observations, and spatial cells for efficient geographic analysis. --- *Created by [mcp-proto-okn](https://github.com/sbl-sdsc/mcp-proto-okn) on 2025-12-15*