SEMIPRO Cycling Intelligence

io.github.damianruse/semipro-intelligence · v1.1.0 · agents-and-memory

SEMIPRO Cycling Intelligence is healthy: it completed an MCP handshake in 4400 ms and exposes 2 tools. It scores 57/100.

Analyse cycling-event GPX routes and build bounded, practical ride-fuelling carry plans.

Endpoint: https://api.semipro.coach/mcp (streamable-http)

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Score 57/100

health17 / 25
authEase15 / 15
toolQuality15 / 15
maintenance5 / 15
adoption0 / 10
usage0 / 10
security5 / 10

Scoring v0.3, computed 2026-10-15T03:26:01.239Z.

Health history

Checked (UTC)StatusLatencyError
2026-10-15T03:25:58.039ZHealthy4400

Tools (2)

analyse_event_routeAnalyse a cycling-event GPX using SEMIPRO Event Demand Intelligence. Use this when a rider, coach or agent asks what a route will demand, which climbs or sections matter, or what kind of performance problem the course creates. This analyses the course only: it does not inspect an athlete, prescribe
plan_ride_fuellingTurn a cycling session duration, broad work type and current carbohydrate tolerance into a bounded carbohydrate target, carry plan and timing guide. Use this when a rider needs to know how much carbohydrate to carry and how to divide it across their own gels, drink, chews or food. This is general sp