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Bookeo MCP by usefulapi: tool descriptions scored io.usefulapi/bookeo

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://bookeo.usefulapi.io/mcp
Homepage
usefulapi.io/bookeo/
Repository
github.com/m190/usefulapi-mcp
Scoring rules
v2
Removal
support@forecall.dev
Score this URL as it is today

Scores, issues and names only

This page shows how Bookeo MCP by usefulapi (io.usefulapi/bookeo)'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/bookeo
Average score
46.1 / 100Cloudy
Tools
21
Near-identical descriptions
1

Across the server

Tools whose descriptions are nearly the same

1 of 1 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
bookeo_list_booking_paymentsbookeo_list_payments0.370.75

Tools

bookeo_create_customer

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
6 / 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: firstName, middleName, lastName, emailAddress, phoneNumbers, phoneNumbers[].number, phoneNumbers[].type, streetAddress, streetAddress.address1, streetAddress.address2, streetAddress.city, streetAddress.state, streetAddress.postcode, gender, acceptSmsReminders.param_no_description
  • Minor
    String arguments with no constraint or example: firstName, middleName, lastName, emailAddress, phoneNumbers[].number, streetAddress.address1, streetAddress.address2, streetAddress.city, streetAddress.state, streetAddress.postcode.loose_string_param
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument acceptSmsReminders is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_list_resources

39 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_update_customer

39 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
7 / 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: firstName, middleName, lastName, emailAddress, phoneNumbers, phoneNumbers[].number, phoneNumbers[].type, streetAddress, streetAddress.address1, streetAddress.address2, streetAddress.city, streetAddress.state, streetAddress.postcode, gender, acceptSmsReminders.param_no_description
  • Minor
    String arguments with no constraint or example: id, firstName, middleName, lastName, emailAddress, phoneNumbers[].number, streetAddress.address1, streetAddress.address2, streetAddress.city, streetAddress.state, streetAddress.postcode.loose_string_param
  • Minor
    The meaning of the boolean argument acceptSmsReminders 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

bookeo_get_booking

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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

bookeo_get_payment

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    String arguments with no constraint or example: id.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

bookeo_list_booking_payments

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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 bookeo_list_payments's (similarity 0.37); only the names and schemas tell them apart. Say in this description when to use bookeo_list_payments instead.confusable_pair
  • Minor
    String arguments with no constraint or example: bookingNumber.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_list_customer_bookings

42 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    String arguments with no constraint or example: id.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

bookeo_cancel_booking

45 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 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
    String arguments with no constraint or example: bookingNumber.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_create_hold

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
13 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: customer.firstName, customer.lastName, customer.emailAddress, customer.phoneNumbers, customer.phoneNumbers[].number, customer.phoneNumbers[].type, customer.streetAddress, customer.streetAddress.address1, customer.streetAddress.address2, customer.streetAddress.city, customer.streetAddress.state, customer.streetAddress.postcode.param_no_description
  • Minor
    String arguments with no constraint or example: customer.firstName, customer.lastName, customer.emailAddress, customer.phoneNumbers[].number, customer.streetAddress.address1, customer.streetAddress.address2, customer.streetAddress.city, customer.streetAddress.state, customer.streetAddress.postcode.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_get_customer

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
18 / 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
    String arguments with no constraint or example: id.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

bookeo_list_customers

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 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
  • 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
    Says nothing about what it returns.no_return_info

bookeo_list_payments

45 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 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
  • Minor
    Its description is nearly the same as bookeo_list_booking_payments's (similarity 0.37); only the names and schemas tell them apart. Say in this description when to use bookeo_list_booking_payments instead.confusable_pair
  • 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
    Says nothing about what it returns.no_return_info

bookeo_create_booking

46 / 100Cloudy

Purpose
20 / 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
  • Minor
    Arguments without a description: customer.firstName, customer.lastName, customer.emailAddress, customer.phoneNumbers, customer.phoneNumbers[].number, customer.phoneNumbers[].type, customer.streetAddress, customer.streetAddress.address1, customer.streetAddress.address2, customer.streetAddress.city, customer.streetAddress.state, customer.streetAddress.postcode.param_no_description
  • Minor
    String arguments with no constraint or example: customer.firstName, customer.lastName, customer.emailAddress, customer.phoneNumbers[].number, customer.streetAddress.address1, customer.streetAddress.address2, customer.streetAddress.city, customer.streetAddress.state, customer.streetAddress.postcode.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_update_booking

46 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
17 / 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
  • Minor
    Arguments without a description: externalRef, promotionCodeInput.param_no_description
  • Minor
    String arguments with no constraint or example: bookingNumber, promotionCodeInput.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_list_bookings

47 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
15 / 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
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_get_business

49 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 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

bookeo_list_products

49 / 100Cloudy

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

bookeo_search_matching_slots

50 / 100Cloudy

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

bookeo_list_people_categories

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
25 / 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
  • Minor
    Says nothing about what it returns.no_return_info

bookeo_get_availability_slots

58 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
16 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
5 / 10
  • 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
    Says nothing about what it returns.no_return_info

bookeo_get_api_key_info

60 / 100Cloudy

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

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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