CourseProfiler: tool descriptions scored com.courseprofiler/courseprofiler

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://courseprofiler.com/mcp
Homepage: courseprofiler.com/mcp.html
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how CourseProfiler (com.courseprofiler/courseprofiler)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/com.courseprofiler/courseprofiler

Average score: 70.8 / 100Clear
Tools: 26
Near-identical descriptions: 1

Across the server

Minor
26 tools. Above 25, models start to tell tools apart less well.many_tools
Minor
The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.instructions_missing

Tools whose descriptions are nearly the same

1 of 1 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
assess_finish_time_goal	compare_pacing_strategies	0.73	0.00

Tools

validate_course_profile

45 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 13 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: crsprof.param_no_description

validate_runner_profile

45 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 13 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: usrprof.param_no_description

get_job

46 / 100Cloudy

Purpose: 6 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
The description only restates the name (7 words).restates_name
Major
The description is too short (7 words).too_short
Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_storage_readiness

53 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 10 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Major
Arguments without a description: check_bucket.param_no_description
Minor
The meaning of the boolean argument check_bucket is unclear.vague_boolean

export_race_plan_pdf

60 / 100Cloudy

Purpose: 20 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context
Minor
Arguments without a description: options.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: crsprof_artifact_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

search_race_catalog

64 / 100Cloudy

Purpose: 17 / 20
When to use: 0 / 20
Arguments: 20 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Says nothing about when to use it, or when not to.no_usage_context

get_activity_submission

68 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: idempotency.param_no_description

generate_course_segments

69 / 100Cloudy

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 19 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Arguments without a description: options.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_artifact_upload_requirements

70 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

No issues.

enrich_course_waypoints

71 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 16 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

Minor
Arguments without a description: waypoints, waypoints.distance_unit, waypoints.items, waypoints.items[].distance_unit, waypoints.items[].cutoff_kind, waypoints.items[].kind.param_no_description

inspect_analysis

71 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 18 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: sort, limit, query, offset.param_no_description

compare_execution

72 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 20 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

No issues.

get_course_submission_requirements

72 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 20 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

get_artifact

73 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

No issues.

assess_finish_time_goal

74 / 100Clear

Purpose: 17 / 20
When to use: 10 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Its description is nearly the same as compare_pacing_strategies's (similarity 0.73); only the names and schemas tell them apart. Say in this description when to use compare_pacing_strategies instead.confusable_pair

compare_pacing_strategies

74 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Its description is nearly the same as assess_finish_time_goal's (similarity 0.73); only the names and schemas tell them apart. Say in this description when to use assess_finish_time_goal instead.confusable_pair
Minor
Arguments without a description: split_percent.param_no_description

generate_runner_profile

75 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 20 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Arguments without a description: sources[].kind, import_options.param_no_description

get_runner_profile_requirements

75 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 25 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 0 / 10

No issues.

get_race_plan_requirements

77 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 20 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
The description mentions none of its 3 or more arguments.params_not_in_description

inspect_runner_profile

79 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: query.param_no_description

analyze_activity

81 / 100Clear

Purpose: 17 / 20
When to use: 15 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
Arguments without a description: idempotency, options, options.include_routes, source, source.kind.param_no_description
Minor
The meaning of the boolean argument options.include_routes is unclear.vague_boolean

build_runner_profile_from_strava

81 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 16 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 5 / 10

Minor
Arguments without a description: decision, filters, filters.max_elevation_gain_m, filters.max_distance_m, filters.activity_types, filters.min_distance_m, filters.min_elevation_gain_m, filters.max_elapsed_s, filters.min_elapsed_s, course, course.source, course.source.kind.param_no_description

import_profile_attachment

82 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 17 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 0 / 10

Minor
Arguments without a description: profile_type, file.param_no_description

import_course

86 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 19 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Arguments without a description: options, source, source.kind.param_no_description

create_race_plan

89 / 100Clear

Purpose: 17 / 20
When to use: 20 / 20
Arguments: 17 / 25
Return value: 15 / 15
Constraints and side effects: 10 / 10
Examples: 10 / 10

Minor
The description is long (570 words). It helps selection but costs steps and tokens.too_long
Minor
Arguments without a description: runner, runner.sources[].kind, runner.import_options, course, course.segments, course.segments.mode, course.segments.options, course.import_options, course.source, course.source.kind, pdf, pdf.options, pdf.enabled, estimate, estimate.options, estimate.output.param_no_description
Minor
The meaning of the boolean argument pdf.enabled is unclear.vague_boolean

submit_course

90 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 18 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
The description is long (441 words). It helps selection but costs steps and tokens.too_long
Minor
Arguments without a description: submitter, metadata, metadata.event.distance_unit, metadata.event.elevation_gain_unit, course, course.segments, course.segments.mode, course.segments.options, course.source, course.source.kind, course.waypoints, course.waypoints.distance_unit, course.waypoints.items, course.waypoints.items[].distance_unit, course.waypoints.items[].cutoff_kind, course.waypoints.items[].kind, course.import_options.param_no_description
Minor
String arguments with no constraint or example: submitter.email, submitter.name, metadata.event.country.loose_string_param

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

Is your server listed here and you would rather it were not? Email support@forecall.dev, and we will take it off within 7 days.

All scored servers