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CourseProfiler

REMOTE · COURSEPROFILER.COM · SCANNED AUG 3

Race course profiling, catalog search, course submission, and personalized race plans.

+4 this week 54 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 Security57
Transport & Reachability100
Schema Quality & AI Usability27
  • AI-judged instruction clarity (poor).Fail
  • Context-footprint check failed: tool/resource definitions use about 3900 tokens (~243/item across 16 items; 16 tools + 0 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 Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage88
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 59% of tool parameters carry a description.Partial
  • Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
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 · courseprofiler.com

# add to Claude Code
claude mcp add --transport http com-courseprofiler-courseprofiler https://courseprofiler.com/mcp
# ~/.codex/config.toml
[mcp_servers.com-courseprofiler-courseprofiler]
url = "https://courseprofiler.com/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-courseprofiler-courseprofiler": {
      "type": "remote",
      "url": "https://courseprofiler.com/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-courseprofiler-courseprofiler --url https://courseprofiler.com/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-courseprofiler-courseprofiler:
    url: "https://courseprofiler.com/mcp"
// mcp.json
{
  "mcpServers": {
    "com-courseprofiler-courseprofiler": {
      "type": "http",
      "url": "https://courseprofiler.com/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.

  • 3 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +3
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 −1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 49

    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 3 Aug 2026 · Probed https://courseprofiler.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=courseprofiler.com CN=Amazon RSA 2048 M01,O=Amazon,C=US 13 Oct 2025 11 Nov 2026 RSA 2048 SHA256-RSA c84df1f2bd201804871057a991b8c7f
SANs: courseprofiler.com, www.courseprofiler.com
CN=Amazon RSA 2048 M01,O=Amazon,C=US (CA) CN=Amazon Root CA 1,O=Amazon,C=US 23 Aug 2022 23 Aug 2030 RSA 2048 SHA256-RSA 77312380b9d6688a33b1ed9bf9ccda68e0e0f
CN=Amazon Root CA 1,O=Amazon,C=US (CA) CN=Starfield Services Root Certificate Authority - G2,O=Starfield Technologies\, Inc.,L=Scottsdale,ST=Arizona,C=US 25 May 2015 31 Dec 2037 RSA 2048 SHA256-RSA 67f944a2a27cdf3fac2ae2b01f908eeb9c4c6
DNSSEC insecure

Validation of courseprofiler.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
courseprofiler.com. 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
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://courseprofiler.com/mcp Verified 200
http (plaintext) http://courseprofiler.com/mcp HTTPS enforced 301 https://courseprofiler.com/mcp
MCP tools — 16 exposed · ~3,900 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
create_race_plan ~1,233

Primary CourseProfiler tool for creating a personalized race plan and optional PDF. Use this after obtaining both a course input and runner input. Course input may be course_file, course.source with kind=url/artifact/raw_file, or course.crsprof_artifact_id. Do not use raw_json or reconstruct/synthesize a course from roadbooks, checkpoint tables, elevation profiles, aid-station lists, or screenshots; those are enrichment/context only and are not valid course geometry. Runner input may be runner_profile_file, runner.sources, or runner.usrprof_artifact_id. Prefer generate_runner_profile first when the user has GPX/FIT/CRSProf activity evidence or an uploaded .usrprof source but no already-converted usrprof_artifact_id; then call create_race_plan with runner.usrprof_artifact_id. Before generating a runner profile for a race plan, resolve the target course if possible and ask the user whether the profile should be target-race-specific, target-distance/elevation-specific, general trail, or insights-only; select evidence that matches the intended distance, elevation gain/loss, terrain/technicality, altitude, duration, and recency. Do not silently use all files in a local folder. Use runner.usrprof_artifact_id only for an already-converted USRProf artifact; uploaded .usrprof/source_file artifacts from POST /api/artifact-uploads must be passed through runner.sources[{kind:'artifact'}] or through generate_runner_profile. Bare local filesystem paths never work in hosted MCP clients; send inline content/base64 when the MCP client can read the file, or use the REST POST /api/artifact-uploads flow outside MCP, complete the upload, then pass the returned source_file artifact ID. There is no raw-byte MCP upload tool; get_artifact_upload_requirements only explains the REST flow. Use get_runner_profile_requirements when the user needs instructions for creating/exporting a USRProf, using Strava/browser import, or uploading GPX/FIT/CRSProf evidence. If the user provides only a race na…

NameTypeReqDescription
courseobject
course_fileobjectUse this only when the MCP client provides an inline/proxied GPX, FIT, CRSProf, or ZIP-with-one-GPX file object. Provide content for text GPX/XML/JSON/CRSProf, base64 for FIT/ZIP/binary, or a fetchab…
estimateobject
pdfobject
race_namestringRace/course name to resolve through the CourseProfiler catalog when no course source is provided, e.g. Val d'Aran PDA.
runnerobject
runner_profile_fileobjectUse this only when the MCP client provides an inline/proxied USRProf runner profile file object. Provide content for text USRProf/JSON or base64 for binary. Personalized plans require runner input. B…
NameTypeReqDescription
completed_atstringISO-8601 completion timestamp, when available.
created_atstringISO-8601 creation timestamp.
errorsarray
expires_atstringISO-8601 expiration timestamp.
job_idstringyesCourseProfiler job ID to poll with get_job.
progressobject
result_artifactsarrayArtifacts produced by the job, including role metadata.
started_atstringISO-8601 start timestamp, when available.
statusstringyesJob status, e.g. queued, running, succeeded, or failed.
status_urlstringRelative API URL for polling this job.
warningsarray

No examples provided.

enrich_course_waypoints ~181

Add structured aid stations, checkpoints, cutoffs, and canonical resources to a CRSProf artifact that lacks them. Before enriching, inspect whether the imported source already contains GPX/CRSProf waypoints; if it already contains GPX/CRSProf waypoints, avoid duplicate Start/Finish/aid stations and prefer merging/updating resources, cutoffs, notes, or links on existing waypoint metadata. Prefer waypoints.mode=structured; put non-canonical/free-text aid details in notes/source text because unsupported resource strings are ignored with warnings. Route-only plans should be labeled incomplete unless the CRSProf already includes official waypoints/resources/cutoffs or the user explicitly accepts missing aid/resource details.

NameTypeReqDescription
crsprof_artifact_idstringyesCRSProf artifact ID returned by import_course or get_artifact.
waypointsobjectyes
NameTypeReqDescription
completed_atstringISO-8601 completion timestamp, when available.
created_atstringISO-8601 creation timestamp.
errorsarray
expires_atstringISO-8601 expiration timestamp.
job_idstringyesCourseProfiler job ID to poll with get_job.
progressobject
result_artifactsarrayArtifacts produced by the job, including role metadata.
started_atstringISO-8601 start timestamp, when available.
statusstringyesJob status, e.g. queued, running, succeeded, or failed.
status_urlstringRelative API URL for polling this job.
warningsarray

No examples provided.

export_race_plan_pdf ~103

Export a Hi-Fi PDF from an existing CRSProf artifact. The CRSProf supplies the course/profile/plan data; options are presentation-only overrides such as title, subtitle, metric/imperial unit system, and file name. Omit unit_system unless the user explicitly asks for metric or imperial.

NameTypeReqDescription
crsprof_artifact_idstringyesExisting CRSProf artifact ID containing the course/profile/plan data to render.
optionsobject
NameTypeReqDescription
completed_atstringISO-8601 completion timestamp, when available.
created_atstringISO-8601 creation timestamp.
errorsarray
expires_atstringISO-8601 expiration timestamp.
job_idstringyesCourseProfiler job ID to poll with get_job.
progressobject
result_artifactsarrayArtifacts produced by the job, including role metadata.
started_atstringISO-8601 start timestamp, when available.
statusstringyesJob status, e.g. queued, running, succeeded, or failed.
status_urlstringRelative API URL for polling this job.
warningsarray

No examples provided.

generate_course_segments ~115

Generate analytical course segments from an enriched CRSProf artifact after waypoint enrichment, or from a catalog CRSProf that already contains official waypoints/resources/cutoffs; then use the resulting artifact in create_race_plan for race planning, or call submit_course if and only if the user asked to submit a course for catalog review. A generated CRSProf artifact is not a catalog submission.

NameTypeReqDescription
crsprof_artifact_idstringyesEnriched CRSProf artifact ID returned by enrich_course_waypoints.
optionsobject
NameTypeReqDescription
completed_atstringISO-8601 completion timestamp, when available.
created_atstringISO-8601 creation timestamp.
errorsarray
expires_atstringISO-8601 expiration timestamp.
job_idstringyesCourseProfiler job ID to poll with get_job.
progressobject
result_artifactsarrayArtifacts produced by the job, including role metadata.
started_atstringISO-8601 start timestamp, when available.
statusstringyesJob status, e.g. queued, running, succeeded, or failed.
status_urlstringRelative API URL for polling this job.
warningsarray

No examples provided.

generate_runner_profile ~587

Generate a segment-evidence USRProf runner profile artifact from uploaded runner evidence or an existing .usrprof source. Before using this tool, ask what profile the user wants: target race/course, target distance/elevation range, general trail profile, or insights-only profile. Do not silently use every local file or arbitrary folders; if many evidence files are available, summarize candidates and ask the user to approve a selection strategy. A USRProf is not just average pace: CourseProfiler uses segment evidence to estimate climbs, descents, runnable grades, fatigue/durability, terrain fit, uphill running limits, and pacing confidence. Evidence choice affects race-plan times and standalone athlete insights. Use this when the user does not already have an already-converted usrprof_artifact_id. Accepted evidence includes GPX/FIT/CRSProf activity files, ZIP/TAR/TAR.GZ/TGZ/TAR.XZ/TXZ archives containing those files, and .usrprof files passed as source_file artifacts from POST /api/artifact-uploads, raw_file inline content/base64, or fetchable HTTPS URLs. Archives must use purpose runner_evidence, are expanded server-side, and report skipped nested archives, duplicate contents, unsupported entries, and parse failures by filename/path. For Strava, ask the user to authenticate in the CourseProfiler browser app, use its activity filters (date, distance, elevation gain, and elapsed time) to fetch relevant Run/TrailRun activities, select activities matching the profile intent, and export/download the .usrprof; do not ask for Strava credentials in MCP. Once the browser Strava flow has produced a downloaded .usrprof, the profile is already created: do not call generate_runner_profile merely to recreate/repackage it. If the user only asked to create/download a profile, stop there. If the user wants to use that .usrprof for a race plan through MCP, upload/pass it as runner input. After this tool succeeds, pass the returned usrprof artifact ID to create_race_plan as runner.us…

NameTypeReqDescription
import_optionsobject
profile_intentobject
sourcesarrayyesRunner evidence/profile sources. Use uploaded source_file artifact IDs from POST /api/artifact-uploads with purpose runner_evidence for GPX/FIT/CRSProf activities or ZIP/TAR/TAR.GZ/TGZ/TAR.XZ/TXZ arc…
NameTypeReqDescription
completed_atstringISO-8601 completion timestamp, when available.
created_atstringISO-8601 creation timestamp.
errorsarray
expires_atstringISO-8601 expiration timestamp.
job_idstringyesCourseProfiler job ID to poll with get_job.
progressobject
result_artifactsarrayArtifacts produced by the job, including role metadata.
started_atstringISO-8601 start timestamp, when available.
statusstringyesJob status, e.g. queued, running, succeeded, or failed.
status_urlstringRelative API URL for polling this job.
warningsarray

No examples provided.

get_artifact ~41

Fetch artifact metadata and a private short-lived download URL by artifact_id.

NameTypeReqDescription
artifact_idstringyesCourseProfiler artifact ID, e.g. art_...
NameTypeReqDescription
artifact_idstringyesCourseProfiler artifact ID.
content_typestringMIME content type.
created_atstringISO-8601 creation timestamp.
download_urlstringPrivate short-lived download URL. Share only with the user.
download_url_expires_atstringISO-8601 download URL expiration timestamp.
expires_atstringISO-8601 artifact expiration timestamp.
file_namestringSuggested file name.
metadataobject
size_bytesintegerArtifact size in bytes.
typestringyesArtifact type, e.g. crsprof, usrprof, pdf, json, or source_file.
warningsarray

No examples provided.

get_artifact_upload_requirements ~54

Use this when an assistant needs instructions for CourseProfiler's REST artifact upload flow or needs to explain why hosted MCP cannot upload bare local paths. This is an instruction helper, not a raw-byte MCP upload tool.

Input schema present but exposes no named parameters.

NameTypeReqDescription
accepted_mcp_file_formsarrayyes
local_file_guidancestringyesGuidance for local file paths and hosted MCP clients.
purposesobjectyes
upload_flowarrayyes
usage_after_uploadarrayyes
warningsarrayyes
workflowstringyes

No examples provided.

get_course_submission_requirements ~124

Use this before submit_course when the user gives only a race name or incomplete inputs. Returns the catalog-first course submission workflow, accepted route sources, metadata, waypoint enrichment, and upload requirements.

NameTypeReqDescription
has_waypoint_databooleanWhether official waypoint/resource/cutoff data is already available.
known_course_urlstringOptional candidate official direct GPX/FIT/CRSProf/ZIP URL if already found.
race_namestringOptional race/course name the user wants to submit, e.g. Quebec Mega Trail 30K.
NameTypeReqDescription
catalog_matchesarray
next_stepsarray
race_namestringRace name supplied by the user, if any.
required_inputsobject
warningsarray
workflowstringyesAlways course_submission_requirements.

No examples provided.

get_job ~36

Poll a CourseProfiler async job by job_id.

NameTypeReqDescription
job_idstringyesCourseProfiler job ID, e.g. job_...
NameTypeReqDescription
completed_atstringISO-8601 completion timestamp, when available.
created_atstringISO-8601 creation timestamp.
errorsarray
expires_atstringISO-8601 expiration timestamp.
job_idstringyesCourseProfiler job ID to poll with get_job.
progressobject
result_artifactsarrayArtifacts produced by the job, including role metadata.
started_atstringISO-8601 start timestamp, when available.
statusstringyesJob status, e.g. queued, running, succeeded, or failed.
status_urlstringRelative API URL for polling this job.
warningsarray

No examples provided.

get_race_plan_requirements ~123

Use this before create_race_plan when the user gives only a race name or incomplete inputs. Returns the required course and runner inputs and the next steps an assistant should take, including catalog matches when available.

NameTypeReqDescription
has_runner_profilebooleanWhether the user already provided a USRProf runner profile or runner evidence.
known_course_urlstringOptional candidate direct GPX/FIT/CRSProf URL if already found.
race_namestringOptional race name the user mentioned, e.g. Val d'Aran PDA.
NameTypeReqDescription
catalog_matchesarray
course_acquisition_fallbackobject
next_stepsarray
race_namestringRace name supplied by the user, if any.
required_inputsobject
workflowstringyesAlways race_plan_requirements.

No examples provided.

get_runner_profile_requirements ~59

Use this when runner input is missing or unclear. Explains how to obtain or generate runner input, what USRProf/evidence files should contain, whether GPX/FIT activities are enough, and how hosted MCP clients should upload artifacts.

Input schema present but exposes no named parameters.

NameTypeReqDescription
accepted_inputsarrayyes
ask_before_generatingarray
evidence_guidanceobjectyes
how_to_get_usrprofarrayyes
profile_purposeobject
recommendedobject
required_fieldsarray
upload_flowarrayyes
warningsarrayyes
workflowstringyes

No examples provided.

import_course ~247

Import a fetchable official GPX/FIT/CRSProf URL, official ZIP containing exactly one GPX, uploaded source_file artifact, raw JSON payload, or inline/proxied course_file into a CRSProf artifact. Third-party route hosts such as Wikiloc may return 403 to server fetches; when a URL is blocked, ask the user to download/upload the file through POST /api/artifact-uploads outside MCP and pass the returned source_file artifact ID as source.kind=artifact. Use this on catalog misses before waypoint enrichment.

NameTypeReqDescription
course_fileobjectInline/proxied GPX, FIT, CRSProf, or ZIP-with-one-GPX file object to import into CRSProf. Use content for text GPX/XML/JSON/CRSProf, base64 for FIT/ZIP/binary, or url only when the URL is fetchable b…
optionsobject
sourceobject
NameTypeReqDescription
completed_atstringISO-8601 completion timestamp, when available.
created_atstringISO-8601 creation timestamp.
errorsarray
expires_atstringISO-8601 expiration timestamp.
job_idstringyesCourseProfiler job ID to poll with get_job.
progressobject
result_artifactsarrayArtifacts produced by the job, including role metadata.
started_atstringISO-8601 start timestamp, when available.
statusstringyesJob status, e.g. queued, running, succeeded, or failed.
status_urlstringRelative API URL for polling this job.
warningsarray

No examples provided.

search_race_catalog ~71

Search CourseProfiler's race catalog by race/course name and return direct CRSProf URLs that can be used as course sources.

NameTypeReqDescription
limitintegerMaximum matches to return, default 5.
querystringyesRace or course name to search, e.g. Val d'Aran PDA.
NameTypeReqDescription
matchesarrayyes
querystringyesSearch query.

No examples provided.

submit_course ~798

Submit an official/trusted course for CourseProfiler catalog review. This is the only MCP tool that creates a catalog-review submission; import_course, enrich_course_waypoints, and generate_course_segments only create temporary artifacts. A final CRSProf artifact is not a submission. If there is no submission_id in the submit_course result, the course has not been submitted. Use this only when the user asked to submit/add/update a course in the catalog. Do not call submit_course for normal race-plan creation; create_race_plan does not require catalog submission. Before calling submit_course, collect and pass event metadata from official sources whenever available: main event/race name, specific course name, year/date, start time, location/city/region and country, distance, elevation gain, organizer, applicable tags/types, competitions/series, official race page, route source URL, aid-chart/regulation URLs, and other source URLs. Use metadata.event.name for the main event and metadata.event.course for the specific course (example: name='Speedgoat Mountain Races', course='50K'); do not put distance/elevation stats in the course name (bad: 'Skyrace — 32 km, +2400 m'); location must not include country because metadata.event.country is separate. Add metadata.event.types tags where they apply, and metadata.event.competitions for circuits/series/championships such as Golden Trail World Series (GTWS). Put the race start time in metadata.event.time when known. Put catalog UI event links in metadata.event.links, not just metadata.source_urls; supported types include info, registration, rules, schedule, course, cutoff, parking, bib_pickup, wardrobe, results, and contact. Include official General Information (type=info), Registration (registration), Rules/Regulations (rules), Schedule/Program (schedule), Course (course), Cut-off times (cutoff), Parking (parking), Bib pick-up (bib_pickup), Wardrobe/drop bag (wardrobe), Results (results), and Contact (contact) links when availa…

NameTypeReqDescription
courseobjectyes
course_fileobjectInline/proxied GPX, FIT, CRSProf, or ZIP-with-one-GPX file object to import. Use content for text GPX/XML/JSON/CRSProf or base64 for FIT/ZIP/binary. Bare local filesystem paths and file:// URLs are r…
metadataobject
original_file_namestringOptional original route/profile file name for review metadata.
race_namestringRace/course name to submit. Assistants should search the catalog and official web sources before calling submit_course, then populate metadata.event from official sources, including metadata.event.ti…
submitterobject
NameTypeReqDescription
completed_atstringISO-8601 completion timestamp, when available.
created_atstringISO-8601 creation timestamp.
errorsarray
expires_atstringISO-8601 expiration timestamp.
job_idstringyesCourseProfiler job ID to poll with get_job.
progressobject
result_artifactsarrayArtifacts produced by the job, including role metadata.
started_atstringISO-8601 start timestamp, when available.
statusstringyesJob status, e.g. queued, running, succeeded, or failed.
status_urlstringRelative API URL for polling this job.
warningsarray

No examples provided.

validate_course_profile ~63

Validate a CRSProf artifact or inline CRSProf JSON before race planning or catalog submission. This does not mutate artifacts or submit courses.

NameTypeReqDescription
crsprofobject
crsprof_artifact_idstringExisting CRSProf artifact ID to validate.
NameTypeReqDescription
artifactobject
errorsarray
validbooleanyesTrue when the supplied profile validates.
warningsarray

No examples provided.

validate_runner_profile ~65

Validate a USRProf artifact or inline USRProf JSON before creating personalized race plans. This does not mutate artifacts or generate a new profile.

NameTypeReqDescription
usrprofobject
usrprof_artifact_idstringExisting USRProf artifact ID to validate.
NameTypeReqDescription
artifactobject
errorsarray
validbooleanyesTrue when the supplied profile validates.
warningsarray

No examples provided.