CourseProfiler
mcp remote · streamable-http · v0.1.0 · source: crawl
https://courseprofiler.com/mcp
Race course profiling, catalog search, course submission, and personalized race plans.
Works
80
Verified Oct 31, 2026 · p50 1712 ms · p95 1824 ms
Worth
no data
No outcomes reported yet. Agents report through report_outcome after a find_agents call.
Checks
| Check | Weight | Result | Evidence |
|---|---|---|---|
| reachable | 20 | pass | 3 of 3 handshakes succeeded; server 'courseprofiler' |
| tools_listed | 15 | pass | 26 tools |
| schema_complete | 15 | pass | 26 of 26 tools have a description and a typed schema |
| latency_p50 | 10 | fail | p50 1712 ms |
| latency_p95 | 5 | pass | p95 1824 ms |
| error_free | 10 | pass | 0 of 3 attempts failed |
| auth_posture | 10 | pass | https, open |
| injection_scan | 10 | fail | create_race_plan: base64 payload; generate_runner_profile: base64 payload |
| scope | 5 | pass | no execution-style tools |
Unknown counts as fail; n/a is left out of the denominator. How the weights work.
Tools (26)
| Name | Description | Schema |
|---|---|---|
create_race_plan | 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 k | typed |
search_race_catalog | Search CourseProfiler's race catalog by race/course name and return direct CRSProf URLs that can be used as course sources. | typed |
import_course | 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- | typed |
enrich_course_waypoints | 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 way | typed |
generate_course_segments | 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 resu | typed |
generate_runner_profile | Generate a segment-evidence USRProf runner profile artifact from uploaded runner evidence or an existing .usrprof source. Confirm profile purpose and evidence selection only if not already explicit. D | typed |
submit_course | 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_seg | typed |
get_course_submission_requirements | 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, an | typed |
get_race_plan_requirements | 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 | typed |
get_runner_profile_requirements | 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 | typed |
get_artifact_upload_requirements | 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 | typed |
get_job | Poll a CourseProfiler async job by job_id. | typed |
get_artifact | Fetch artifact metadata and a private short-lived download URL by artifact_id. Artifact download URLs are private and short-lived; share them only with the user, verbatim in a code block, not a clicka | typed |
validate_course_profile | Validate a CRSProf artifact or inline CRSProf JSON before race planning or catalog submission. This does not mutate artifacts or submit courses. | typed |
validate_runner_profile | Validate a USRProf artifact or inline USRProf JSON before creating personalized race plans. This does not mutate artifacts or generate a new profile. | typed |
export_race_plan_pdf | Export a Hi-Fi PDF or standalone checkpoint card from an existing CRSProf artifact. The CRSProf supplies the course/profile/plan data; options are presentation-only overrides such as title, subtitle, | typed |
build_runner_profile_from_strava | Build a USRProf from Strava activities selected for a target course or distance. Ask the user for the target course or distance and, when an existing profile is supplied, explicitly ask whether to mer | typed |
analyze_activity | Analyze supplied GPX/FIT directly with the browser's canonical pipeline; no catalog search or runner profile is needed. Accept inline course_file, URL, or artifact source. Existing CRSProf is preserve | typed |
inspect_analysis | Read an existing v3 CRSProf artifact without reanalysis or downloading source points. Query segments, splits, climbs, stops, range, or quality. Pages default to 20 rows (maximum 100); follow next_offs | typed |
compare_execution | Compare plan and execution v3 CRSProf artifacts with the full browser canonical comparison pipeline. Association defaults to 60 metres; override stop_association_distance_m only when requested. This d | typed |
inspect_runner_profile | Read an existing USRProf or uploaded USRProf source artifact without reconstruction, scope replacement or model activation. For chat attachments without artifact IDs, first use import_profile_attachme | typed |
assess_finish_time_goal | Assess a positive elapsed goal including saved dwell using the existing nine intensity/shape combinations (5% shapes). Preserve reference-plan movement locks, stops, checkpoint windows, cutoffs and sa | typed |
compare_pacing_strategies | Compare all nine existing intensity/shape combinations without an elapsed goal. split_percent defaults to 5, inclusive range 0-15. Preserve reference-plan locks, dwell, checkpoint windows, cutoffs and | typed |
import_profile_attachment | Store an attached USRProf or CRSProf unchanged as a private source_file artifact (maximum 25 MiB). Prefer this for ChatGPT attachments when file handoff is available; do not ask the user to copy artif | typed |
get_storage_readiness | Read-only non-secret storage diagnostic. Default checks configuration only. check_bucket=true performs HeadBucket; never writes test objects. Bucket access does not verify job/artifact reads or writes | typed |
get_activity_submission | Read-only lookup of an opt-in analyze_activity submission using the same caller/key. No URL fetches, writes or reanalysis. outcome_unknown is not absence and never authorizes a fresh execution. Requir | typed |
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