The MCP Engine that turns raw geodata into Predictive Intel.
Stop guessing the surface: analyze soil drainage, wind vectors, and technical grade before you drop in.
Precision vertical gain filtering with technical slope categorization for Road & MTB.
AI-driven technical grade parsing from raw OSM metadata and texture tags.
Real-time wind vector cross-referencing with route exposure and terrain shielding.
Proprietary logic mapping soil permeability against recent local precipitation.
World-Scale Operations: Road, Gravel, Enduro
Bridging LLMs to Physical Terrain Reality
The MCP server hooks into OpenStreetMap, SRTM-V3, andother data sources. It doesn't just read maps; it extracts ground roughness, vegetation density, and historical drainage patterns.
Via Model Context Protocol, LLMs like Claude or GPT-4 query the BikeScout server to calculate if an S3-grade trail is rideable after 15mm of rain based on soil composition.
Get a full tactical briefing: recommended tire pressure, wind exposure vectors, and a "Go/No-Go" status tailored to your specific gear and real-time weather.
"BikeScout isn't just a map provider. It's a tactical analyst that explains to AI exactly what's happening under your tires in any given second."