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Voice School Lesson Booking: tool descriptions scored com.voice-school/singing-vocal-lesson-booking

tools/list taken
(UTC)
Connected to
https://mcp.voice-school.com/singing-vocal-lesson-booking/mcp
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how Voice School Lesson Booking (com.voice-school/singing-vocal-lesson-booking)'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.voice-school/singing-vocal-lesson-booking
Average score
32.6 / 100Rain
Tools
31
Near-identical descriptions
0

Across the server

  • Minor
    31 tools. Above 25, models start to tell tools apart less well.many_tools

Tools

online_association_get

20 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: token, association_id.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: association_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

online_coach_associations_get

20 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: token, coach_id.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: coach_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

online_association_logo_set

23 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: token, association_id, revision, svg.param_no_description
  • Minor
    String arguments with no constraint or example: token, revision, svg.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: association_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

online_coach_associations_set

23 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: token, coach_id, revision, memberships.param_no_description
  • Major
    It may be destructive, but destructiveHint is not set.destructive_unmarked
  • Minor
    String arguments with no constraint or example: token, revision.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: coach_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

list_social_posts

26 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: language, coach_slug, channel_slug, platform, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

online_article_get

26 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: token, article_id.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: article_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

online_teacher_profiles_get

26 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: token, coach_id.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: coach_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

voice_school_info

27 / 100Rain

Purpose
14 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: language.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

online_association_upsert

28 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, association_id, revision, payload.param_no_description
  • Minor
    String arguments with no constraint or example: token, revision.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints
  • Minor
    Required identifiers whose description does not say where the value comes from: association_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

online_associations_list

28 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: token.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

list_lesson_options

30 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: coach_slug, language.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

online_articles_list

31 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: token.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

online_content_get

31 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

online_material_sections_get

31 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

online_teacher_profiles_set

31 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, coach_id, profiles, expected_version, request_id.param_no_description
  • Minor
    String arguments with no constraint or example: token, request_id.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

online_content_preview

32 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
7 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, page_id, language, public_path.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

online_content_edit

33 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, operation, expected_version, document, request_id, data.param_no_description
  • Minor
    String arguments with no constraint or example: token, operation.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

upsert_social_channel

34 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
4 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: write_token, coach_slug, platform, title, slug, url, description, channel_type, is_active.param_no_description
  • Minor
    String arguments with no constraint or example: write_token, coach_slug, platform, title, slug, url.loose_string_param
  • Minor
    The meaning of the boolean argument is_active is unclear.vague_boolean
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

online_material_section_preview

35 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, slug, language.param_no_description
  • Minor
    String arguments with no constraint or example: token, slug, language.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

online_media_prepare

35 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, filename, base64_data.param_no_description
  • Minor
    String arguments with no constraint or example: token, filename, base64_data.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

upsert_trainer_social_link

35 / 100Rain

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: write_token, coach_slug, platform, url, label, handle, display_order, is_active.param_no_description
  • Minor
    String arguments with no constraint or example: write_token, coach_slug, platform, url.loose_string_param
  • Minor
    The meaning of the boolean argument is_active is unclear.vague_boolean
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

online_article_publish

36 / 100Rain

Purpose
20 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, article_id, revision.param_no_description
  • Minor
    String arguments with no constraint or example: token, revision.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: article_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

online_article_update

36 / 100Rain

Purpose
20 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
0 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, article_id, revision, changes.param_no_description
  • Minor
    String arguments with no constraint or example: token, revision.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

online_article_audio_set

38 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, article_id, part_id, revision, filename, base64_data, request_id.param_no_description
  • Minor
    String arguments with no constraint or example: token, revision, filename, base64_data, request_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: article_id, part_id, request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

publish_social_post

38 / 100Rain

Purpose
17 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: write_token, slug.param_no_description
  • Minor
    String arguments with no constraint or example: write_token, slug.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

create_social_post_draft

39 / 100Rain

Purpose
20 / 20
When to use
5 / 20
Arguments
6 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: write_token, coach_slug, channel_slug, channel_title, channel_url, source_post_url, title, slug, source_platform, external_post_id, source_published_at, language_code, excerpt, body, raw_text, seo_title, meta_description, keywords, tags, blocks, publish.param_no_description
  • Minor
    String arguments with no constraint or example: write_token, coach_slug, channel_slug, channel_title, channel_url, source_post_url.loose_string_param
  • Minor
    The meaning of the boolean argument publish is unclear.vague_boolean
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

search_lesson_availability

42 / 100Cloudy

Purpose
17 / 20
When to use
5 / 20
Arguments
5 / 25
Return value
15 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: coach_slug, service_slug, date_from, date_to, user_timezone, limit.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

online_material_section_publish

43 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, slug, expected_version, draft_revision, request_id.param_no_description
  • Minor
    String arguments with no constraint or example: token, slug, draft_revision, request_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

online_material_section_save

43 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
3 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, slug, expected_version, section_revision, payload, request_id.param_no_description
  • Minor
    String arguments with no constraint or example: token, slug, section_revision, request_id.loose_string_param
  • Minor
    Required identifiers whose description does not say where the value comes from: request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

online_article_create

45 / 100Cloudy

Purpose
20 / 20
When to use
15 / 20
Arguments
3 / 25
Return value
7 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: token, payload.param_no_description
  • Minor
    String arguments with no constraint or example: token.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

create_lesson_request

46 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
8 / 25
Return value
8 / 15
Constraints and side effects
0 / 10
Examples
0 / 10
  • Major
    Arguments without a description: name, phone, email, telegram, whatsapp, coach_slug, service_slug, requested_start, requester_timezone, source_agent, city_context, language, message.param_no_description
  • Minor
    String arguments with no constraint or example: name.loose_string_param
  • Minor
    No constraints, side effects, auth or rate limits described, and no annotations.no_constraints

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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