Standard mobile operating systems aggressively restrict background processes, making real-time telemetry computation, caching, and custom routing widgets incredibly difficult to sustain. Gravalist bridges this gap by exposing a completely standalone, read-only developer microservice. Tech-savvy cyclists and brand engineers can now pull live gravel routes, cached Predictive Wind and Rain pacing metrics, and Model Context Protocol (MCP) schemas directly into their custom head-units, local widgets, or autonomous LLM agents out-of-band.
Query precise, curated 500-Series gravel routes containing micro-elevation maps, grade changes, start sectors, and surface breakdowns.
Retrieve predictive weather forecasts mapped specifically to rider-speed intervals, giving you absolute clarity on wind direction shifts ahead.
Integrate our JSON-standard MCP manifest to allow local AI agents to autonomously scout route gaps and identify locked gates.
Navigate to app.gravalist.com, complete your registration, and generate your secure developer key from your dashboard console.
Fetch the starter kits, integration wrappers, and the local Model Context Protocol node service assets directly from our active GitHub project.
Pass your secure access token inside the x-api-key headers to start streaming granular route geometries or invoking tools.
Retrieves a rich listing of premium gravel routes containing micro-elevation data and safety sector mappings.
Retrieves pre-computed, debounced predictive wind, rain, and temperature pacing intervals mapped to the specific route ID.
Retrieves the official Model Context Protocol (MCP) server JSON manifest, defining active tools for LLM agent integration.
Deployments point to our production domains out-of-band: