BikeScout | MCP Server for Tactical Cycling Intelligence
Description: Predictive trail intelligence for MTB, Enduro and Gravel. Using Model Context Protocol (MCP) to analyze soil, mud risk, and terrain difficulty.
Keywords: MCP Server, Model Context Protocol, MTB Intelligence, Gravel Scouting, Cycling Geodata, Mud Prediction, Trail Analysis, Strava Integration, hifly81

Elevation Intel
SRTM-V3

Precision vertical gain filtering with technical slope categorization for Road & MTB.

Surface Analysis
S0-S5 STS

AI-driven technical grade parsing from raw OSM metadata and texture tags.

Live Telemetry
WIND-V

Real-time wind vector cross-referencing with route exposure and terrain shielding.

Predictive Mud
72H-RAIN

Proprietary logic mapping soil permeability against recent local precipitation.

Performance Sync
STRAVA-X

Post-ride telemetry fusion. Cross-referencing real effort with historical mud & weather truth.

Spatial Engine
GEO-NOM

Natural language location parsing powered by Nominatim for instant global deployment.

Hardware Setup
PSI-OPT

Algorithmic tire pressure calculation based on rider weight, rim width, and terrain density.

Mission Support
POI-SCAN

Autonomous scanning for hydration points, repair stations, and emergency shelters within the AO.

## Intelligence
Dashboard

World-Scale Operations: Road, Gravel, Enduro

## Protocol Architecture

Bridging LLMs to Physical Terrain Reality

01. Data Ingestion

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.

- GeoJSON Stream Parsing
- Satellite Moisture Index

02. AI Reasoning

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.

- Predictive Mud Logic
- Battery Range Prediction

03. Tactical Output

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.

- Tire Pressure Calc
- Exposure Risk Map

#### The MCP Advantage

100% Local execution
Zero Hallucinations
OSM Deep Integration
REAL Time Context

"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."