# SEMIPRO Cycling Intelligence (remote · api.semipro.coach)

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

- Trust score: 73/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-16

## Components

- remote · `api.semipro.coach`: 73/100 (this document), [markdown](https://verifymcp.io/servers/damianruse-semipro-intelligence/api.md), [page](https://verifymcp.io/servers/damianruse-semipro-intelligence/api)

## Channel facts

- Endpoint: `https://api.semipro.coach/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-16.

- **Endpoint Security**: 80/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 81/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 450 tokens (~150/item across 3 items; 2 tools + 1 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 3/100
  - Stability observed for 1 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 95/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 86% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http damianruse-semipro-intelligence https://api.semipro.coach/mcp
```

### Codex

```toml
[mcp_servers.damianruse-semipro-intelligence]
url = "https://api.semipro.coach/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "damianruse-semipro-intelligence": {
      "type": "remote",
      "url": "https://api.semipro.coach/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add damianruse-semipro-intelligence --url https://api.semipro.coach/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  damianruse-semipro-intelligence:
    url: "https://api.semipro.coach/mcp"
```

### Other

```json
{
  "mcpServers": {
    "damianruse-semipro-intelligence": {
      "type": "http",
      "url": "https://api.semipro.coach/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-16 (score 73, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-08-15 (score 73)

First indexed and scored.

## MCP tools (2)

### `analyse_event_route` (~155 tokens)

Analyse cycling 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 training, predict a result, diagnose a medical issue, or analyse a completed FIT activity.

Input parameters:

- `event` (object)
- `gpx_base64` (string): Base64-encoded GPX file. Provide this or gpx_xml. Maximum decoded size: 3 MB.
- `gpx_xml` (string): Complete GPX XML. Provide this or gpx_base64. Maximum decoded size: 3 MB.

### `plan_ride_fuelling` (~184 tokens)

Plan cycling 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 sports-fuelling guidance: it does not provide medical nutrition, prescribe hydration or sodium, create a daily meal plan, or use connected athlete data.

Input parameters:

- `carb_sources` (array): Optional products or foods the rider already has. Omit to receive a generic equivalent pack.
- `current_tolerance` (string, required): Highest carbohydrate intake in grams per hour already tolerated reliably in similar cycling.
- `duration_minutes` (integer, required): Planned cycling duration in minutes.
- `ride_type` (string, required): Broad work demand. Use race_event only for a race, sportive or equivalent performance event.

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/damianruse-semipro-intelligence/api#diagnostics

## Score history

- 2026-08-16: 73
- 2026-08-15: 73

## Links

- Remote endpoint: https://api.semipro.coach/mcp
- Website: https://semipro.coach/agents
- Changelog RSS feed: https://verifymcp.io/servers/damianruse-semipro-intelligence/api.xml
- Changelog JSON feed: https://verifymcp.io/servers/damianruse-semipro-intelligence/api.json
- HTML version of this page: https://verifymcp.io/servers/damianruse-semipro-intelligence/api