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BailaYa MCP by usefulapi: tool descriptions scored io.usefulapi/bailaya

tools/list taken
(UTC)
Connected to
https://bailaya.usefulapi.io/mcp
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how BailaYa MCP by usefulapi (io.usefulapi/bailaya)'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/io.usefulapi/bailaya
Average score
45.0 / 100Cloudy
Tools
24
Near-identical descriptions
20

Across the server

  • Minor
    20 pairs with nearly the same description in all; the top 12 are shown.confusable_pair_total

Tools whose descriptions are nearly the same

12 of 20 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
bailaya_get_classbailaya_get_package0.730.50
bailaya_update_classbailaya_update_event0.710.50
bailaya_list_instructorsbailaya_list_rooms0.670.50
bailaya_get_classbailaya_get_event0.640.50
bailaya_get_classbailaya_get_team_member0.640.40
bailaya_get_classbailaya_get_instructor0.640.50
bailaya_get_classbailaya_get_room0.640.50
bailaya_get_classbailaya_get_location0.640.50
bailaya_get_eventbailaya_get_team_member0.640.40
bailaya_get_eventbailaya_get_instructor0.640.50
bailaya_get_eventbailaya_get_room0.640.50
bailaya_get_eventbailaya_get_location0.640.50

Tools

bailaya_update_student

33 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
9 / 25
Return value
0 / 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
  • Major
    Arguments without a description: name, lastname, email, level, phone, status.param_no_description
  • Minor
    String arguments with no constraint or example: status.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: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_update_class

34 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 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
  • Major
    Arguments without a description: name, description, discipline, level, team_member_id, room_id, location, capacity, price, allow_packages, require_package, allowed_package_ids.param_no_description
  • Minor
    Its description is nearly the same as bailaya_update_event's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use bailaya_update_event instead.confusable_pair
  • Minor
    String arguments with no constraint or example: description.loose_string_param
  • Minor
    The meaning of the boolean argument allow_packages is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument require_package is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_update_event

34 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
10 / 25
Return value
0 / 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
  • Major
    Arguments without a description: name, description, discipline, level, team_member_id, room_id, location, capacity, price, allow_packages, require_package, allowed_package_ids.param_no_description
  • Minor
    Its description is nearly the same as bailaya_update_class's (similarity 0.71); only the names and schemas tell them apart. Say in this description when to use bailaya_update_class instead.confusable_pair
  • Minor
    String arguments with no constraint or example: description.loose_string_param
  • Minor
    The meaning of the boolean argument allow_packages is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument require_package is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_create_event

41 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 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
  • Major
    Arguments without a description: name, description, room_id, capacity, price, allow_packages, require_package, allowed_package_ids, is_virtual, virtual_platform.param_no_description
  • Minor
    String arguments with no constraint or example: description.loose_string_param
  • Minor
    The meaning of the boolean argument allow_packages is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument require_package is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument is_virtual is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: team_member_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_create_student

41 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
0 / 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
  • Major
    Arguments without a description: name, lastname, email, phone.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_create_class

43 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
0 / 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
  • Major
    Arguments without a description: name, description, room_id, capacity, price, allow_packages, require_package, allowed_package_ids, is_virtual, virtual_platform.param_no_description
  • Minor
    String arguments with no constraint or example: description.loose_string_param
  • Minor
    The meaning of the boolean argument allow_packages is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument require_package is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument is_virtual is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: team_member_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_list_classes

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_list_events

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_list_instructors

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_list_rooms's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bailaya_list_rooms instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_list_rooms

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_list_instructors's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bailaya_list_instructors instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_list_team_members

44 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_get_class

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_get_package's (similarity 0.73); only the names and schemas tell them apart. Say in this description when to use bailaya_get_package instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_event's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_event instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_team_member's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_team_member instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_instructor's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_instructor instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_room's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_room instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_location's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_location instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_get_event

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_get_class's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_class instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_team_member's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_team_member instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_instructor's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_instructor instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_room's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_room instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_location's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_location instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_get_instructor

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_get_class's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_class instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_event's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_event instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_get_location

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_get_class's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_class instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_event's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_event instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_get_package

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_get_class's (similarity 0.73); only the names and schemas tell them apart. Say in this description when to use bailaya_get_class instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_get_room

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_get_class's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_class instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_event's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_event instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_get_student

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_get_team_member

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 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
    Its description is nearly the same as bailaya_get_class's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_class instead.confusable_pair
  • Minor
    Its description is nearly the same as bailaya_get_event's (similarity 0.64); only the names and schemas tell them apart. Say in this description when to use bailaya_get_event instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_list_dance_types

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_list_packages

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 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
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_delete_class

53 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.id_source_missing

bailaya_list_locations

55 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Says nothing about what it returns.no_return_info

bailaya_list_students

57 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

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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