MCP servercom.courseprofiler/courseprofiler

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

Assess a positive elapsed goal including saved dwell using the existing nine intensity/shape combinations (5% shapes). Preserve reference-plan movement locks, stops, checkpoint win

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, explicitl

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 wh

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

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,

Add structured aid stations, checkpoints, cutoffs, and canonical resources to a CRSProf artifact that lacks them. Before enriching, inspect whether the imported source already cont

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

Generate analytical course segments from an enriched CRSProf artifact after waypoint enrichment, or from a catalog CRSProf that already contains official waypoints/resources/cutoff

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

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

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 instructi

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, way

Poll a CourseProfiler async job by job_id.

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 tak

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

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 CRSP

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 th

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 10

Read an existing USRProf or uploaded USRProf source artifact without reconstruction, scope replacement or model activation. For chat attachments without artifact IDs, first use imp

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

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

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

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