SEMIPRO Cycling Intelligence
REMOTE · API.SEMIPRO.COACH
Analyse cycling-event GPX routes and build bounded, practical ride-fuelling carry plans.
Available components
Last scanned (16 hours ago)
Scores higher than 96% of remote servers
Reachable. Last reached 16 Oct 2026.
Category Health and Science
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 → Why this is hard to score →
Endpoint Security80
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
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 Management100
- No destabilizing schema changes in the last 30 days.Pass
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
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 2 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
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.
- 28 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 25 Sept 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 14 Sept 26 0
- Stability: 0.97 → pass security
- 13 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.
- 26 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
- 16 Aug 26 0
- Stability: unverified → 0.03 ▲ functional
- 15 Aug 26 0
First indexed and scored.
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 Oct 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=YE1,O=Let's Encrypt,C=US | 25 Sept 2026 | 24 Dec 2026 | ECDSA 256 | ECDSA-SHA384 | 60fff309d5bb30aeb719988e0d9b4c816b3 |
| SANs: *.semipro.coach, semipro.coach | ||||||
| CN=YE1,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 5ddd70dd31f801c85c186a7a04b80afe |
| 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 |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of api.semipro.coach. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| coach. | present | 7096, 49211 | 8, 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 |
Background: How OAuth 2.1 works in the 2026 MCP spec →
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 |
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
analyse_event_route Analyse cycling 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.
| Name | Type | Req | Description |
|---|---|---|---|
| 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. |
No output schema declared.
No examples provided.
plan_ride_fuelling Plan cycling 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.
| Name | Type | Req | Description |
|---|---|---|---|
| carb_sources | array | – | Optional products or foods the rider already has. Omit to receive a generic equivalent pack. |
| current_tolerance | string | yes | Highest carbohydrate intake in grams per hour already tolerated reliably in similar cycling. |
| duration_minutes | integer | yes | Planned cycling duration in minutes. |
| ride_type | string | yes | Broad work demand. Use race_event only for a race, sportive or equivalent performance event. |
No output schema declared.
No examples provided.
How do I install the SEMIPRO Cycling Intelligence MCP server?
SEMIPRO Cycling Intelligence is a hosted endpoint at https://api.semipro.coach/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · api.semipro.coach
claude mcp add --transport http damianruse-semipro-intelligence 'https://api.semipro.coach/mcp'
What is the SEMIPRO Cycling Intelligence MCP server?
SEMIPRO Cycling Intelligence is an MCP server listed in the public MCP registry as io.github.damianruse/semipro-intelligence. Analyse cycling-event GPX routes and build bounded, practical ride-fuelling carry plans. This page covers its hosted endpoint (https://api.semipro.coach/mcp).
Is the SEMIPRO Cycling Intelligence MCP server safe to use?
SEMIPRO Cycling Intelligence scores 88 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the SEMIPRO Cycling Intelligence MCP server expose?
SEMIPRO Cycling Intelligence exposes 2 tools: analyse_event_route, plan_ride_fuelling. Their descriptions and schemas cost roughly 339 tokens of context every time the server is loaded.
Does the SEMIPRO Cycling Intelligence MCP server require authentication?
No. We connected to SEMIPRO Cycling Intelligence without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the SEMIPRO Cycling Intelligence MCP server still maintained?
SEMIPRO Cycling Intelligence is still listed as active in the MCP registry. We last reached this channel on 16 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.