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SEMIPRO Cycling Intelligence

REMOTE · API.SEMIPRO.COACH · SCANNED AUG 16

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

73 Trust /100
Trust breakdown (6 categories)

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. How we score →

Endpoint Security80
Transport & Reachability100
Schema Quality & AI Usability81
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (good).Pass
  • 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. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management3
  • Stability observed for 1 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage95
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 86% of tool parameters carry a description.Partial
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · api.semipro.coach

# add to Claude Code
claude mcp add --transport http damianruse-semipro-intelligence https://api.semipro.coach/mcp
# ~/.codex/config.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
    }
  }
}
# add to OpenClaw
openclaw mcp add damianruse-semipro-intelligence --url https://api.semipro.coach/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  damianruse-semipro-intelligence:
    url: "https://api.semipro.coach/mcp"
// mcp.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 we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 16 Aug 26 0
    • Stability: unverified → 0.03 functional
  • 15 Aug 26 73

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 16 Aug 2026 · Probed https://api.semipro.coach/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=semipro.coach CN=YE2,O=Let's Encrypt,C=US 27 Jul 2026 25 Oct 2026 ECDSA 256 ECDSA-SHA384 6c6a76369184625b264fe6284ac12bec3d5
SANs: *.semipro.coach, semipro.coach
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of api.semipro.coach. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
coach. present 7096 8 Verified
semipro.coach. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=31536000
x-content-type-options nosniff
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://api.semipro.coach/mcp Verified 200
http (plaintext) http://api.semipro.coach/mcp HTTPS enforced 301 https://api.semipro.coach/mcp
MCP tools · 2 exposed · ~339 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
analyse_event_route ~155

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.

NameTypeReqDescription
eventobject
gpx_base64stringBase64-encoded GPX file. Provide this or gpx_xml. Maximum decoded size: 3 MB.
gpx_xmlstringComplete GPX XML. Provide this or gpx_base64. Maximum decoded size: 3 MB.

No output schema declared.

No examples provided.

plan_ride_fuelling ~184

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.

NameTypeReqDescription
carb_sourcesarrayOptional products or foods the rider already has. Omit to receive a generic equivalent pack.
current_tolerancestringyesHighest carbohydrate intake in grams per hour already tolerated reliably in similar cycling.
duration_minutesintegeryesPlanned cycling duration in minutes.
ride_typestringyesBroad work demand. Use race_event only for a race, sportive or equivalent performance event.

No output schema declared.

No examples provided.