Phorme Training: tool descriptions scored me.phor/phorme-training

tools/list taken: 2026-11-02 (UTC)
From: Official MCP Registry
Connected to: https://phor.me/api/mcp
Homepage: phor.me/agents
Repository: github.com/nicksgoat/phorme-mcp
Scoring rules: v2
Removal: support@forecall.dev

Scores, issues and names only

This page shows how Phorme Training (me.phor/phorme-training)'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/me.phor/phorme-training

Average score: 81.0 / 100Clear
Tools: 61
Near-identical descriptions: 3

Across the server

Major
61 tools. Above 40, models choose less accurately.too_many_tools

Tools whose descriptions are nearly the same

3 of 3 pairs shown, highest description similarity first.
Tool	Tool	Description similarity	Name similarity
save_workout_to_phorme	save_program_to_phorme	0.67	0.60
set_member_cover	cover_member	0.39	0.67
claim_place	verify_place_claim	0.37	0.67

Tools

render_training_import

58 / 100Cloudy

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 13 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: training_kind, exercise_count, estimated_duration_minutes, warning_count.param_no_description
Minor
No `required` list, so every argument is optional.no_required

save_program_to_my_coaching_brain

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: title, sessions[].title, sessions[].exercises, sessions[].exercises[].name, sessions[].exercises[].sets.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

coach_client_reviewed

70 / 100Clear

Purpose: 20 / 20
When to use: 5 / 20
Arguments: 25 / 25
Return value: 8 / 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
Minor
Required identifiers whose description does not say where the value comes from: brain_id, client_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_my_coaching_business

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.

send_note_to_my_members

70 / 100Clear

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

Minor
Arguments without a description: brain_id.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

set_my_coach_principles

71 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 16 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Major
Arguments without a description: principles, principles[].name, principles[].cue, principles[].why.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

student_questions

72 / 100Clear

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

Major
Arguments without a description: days, limit.param_no_description
Minor
The description mentions none of its 3 or more arguments.params_not_in_description
Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

coach_client_post

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: kind, text.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: brain_id, client_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

coach_client_workout

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: exercises, exercises[].name, exercises[].sets, exercises[].reps, exercises[].load_lb, exercises[].rest_s.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: brain_id, client_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_my_brain_code

75 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

set_owner_email

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.

start_my_coaching_brain

75 / 100Clear

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

No issues.

unpublish_place

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

Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

update_gym_brain

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

Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

verify_place_claim

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

Minor
Its description is nearly the same as claim_place's (similarity 0.37); only the names and schemas tell them apart. Say in this description when to use claim_place instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: claim_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

find_races

77 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 22 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
No `required` list, so every argument is optional.no_required

get_gym_billing_link

77 / 100Clear

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

No issues.

get_phorme_program

77 / 100Clear

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

No issues.

get_training_history

77 / 100Clear

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

Minor
No `required` list, so every argument is optional.no_required

set_class_schedule

77 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 22 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Arguments without a description: action, minutes.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

cancel_gym_booking

78 / 100Clear

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

No issues.

update_place

78 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 23 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Arguments without a description: name, city, country.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

correct_my_coach

79 / 100Clear

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

Minor
Arguments without a description: question, answer.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

find_personal_coach

79 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

get_planned_sessions

79 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

list_held_requests

79 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

ask_my_coach

80 / 100Clear

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

Minor
Arguments without a description: question.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

claim_place

80 / 100Clear

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

Minor
Its description is nearly the same as verify_place_claim's (similarity 0.37); only the names and schemas tell them apart. Say in this description when to use verify_place_claim instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

coach_clients

80 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

publish_gym_brain

80 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

publish_place

80 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

save_workout_to_phorme

80 / 100Clear

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

Minor
Its description is nearly the same as save_program_to_phorme's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use save_program_to_phorme instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: preview_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

start_gym_brain

80 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

teach_my_coach

80 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

cover_member

82 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 22 / 25
Return value: 8 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Its description is nearly the same as set_member_cover's (similarity 0.39); only the names and schemas tell them apart. Say in this description when to use set_member_cover instead.confusable_pair
Minor
Arguments without a description: action.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_gym_report

82 / 100Clear

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

No issues.

get_payouts

82 / 100Clear

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

No issues.

get_saved_training

82 / 100Clear

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

No issues.

set_member_cover

82 / 100Clear

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

Minor
Its description is nearly the same as cover_member's (similarity 0.39); only the names and schemas tell them apart. Say in this description when to use cover_member instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

find_clinic

84 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
No `required` list, so every argument is optional.no_required

find_gym_class

84 / 100Clear

Purpose: 20 / 20
When to use: 10 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
No `required` list, so every argument is optional.no_required

book_gym_class

85 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: class_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

copy_coach_from_code

85 / 100Clear

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

No issues.

preview_program_import

85 / 100Clear

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

No issues.

preview_workout_import

85 / 100Clear

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

No issues.

save_program_to_phorme

85 / 100Clear

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

Minor
Its description is nearly the same as save_workout_to_phorme's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use save_workout_to_phorme instead.confusable_pair
Minor
Required identifiers whose description does not say where the value comes from: preview_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

search_phorme_programs

85 / 100Clear

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

Minor
Arguments without a description: sport, duration_weeks.param_no_description
Minor
No `required` list, so every argument is optional.no_required

set_booking_notices

85 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: place_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

coach_client_brief

87 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: brain_id, client_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_my_coach

87 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

set_my_brain_rules

87 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

answer_held_request

88 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 21 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 5 / 10

Minor
Arguments without a description: answer.param_no_description
Minor
Required identifiers whose description does not say where the value comes from: hold_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

get_lift_progress

90 / 100Clear

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

No issues.

create_or_claim_place

91 / 100Clear

Purpose: 20 / 20
When to use: 15 / 20
Arguments: 24 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
Arguments without a description: city.param_no_description

check_place_in_ai

92 / 100Clear

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

No issues.

get_payout_setup_link

92 / 100Clear

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

No issues.

rate_my_coach

92 / 100Clear

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

Minor
Required identifiers whose description does not say where the value comes from: brain_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

find_coaching_brain

94 / 100Clear

Purpose: 20 / 20
When to use: 20 / 20
Arguments: 22 / 25
Return value: 15 / 15
Constraints and side effects: 7 / 10
Examples: 10 / 10

Minor
No `required` list, so every argument is optional.no_required

find_exercise_swap

97 / 100Clear

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

No issues.

plan_for_race

97 / 100Clear

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

No issues.

preview_sport_week

97 / 100Clear

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

No issues.

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.

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