Connect-MCP

SEMIPRO Cycling Intelligence

io.github.damianruse/semipro-intelligence · v1.1.0

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

MCPremoteno credentialsResearch & educationFood & drink

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 2 tools, protocol 2025-06-18 · checked 2026-10-17

Test & rating

B 67/100

What it does: 2 tools · 2 read, 0 write · Health, Research & education

Test call analyse_event_route: failed — tool error: Provide gpx_xml or gpx_base64. (1,496 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +2
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +5
  • Read/write annotations: +5
  • Safe test call: 0
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://api.semipro.coach/mcp

Tools

2 tools listed at last check
  • analyse_event_route Analyse 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_fuelling Turn 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

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