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ServiceMonster MCP by usefulapi: tool descriptions scored io.usefulapi/servicemonster

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

Scores, issues and names only

This page shows how ServiceMonster MCP by usefulapi (io.usefulapi/servicemonster)'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/servicemonster
Average score
48.3 / 100Cloudy
Tools
29
Near-identical descriptions
62

Across the server

  • Minor
    29 tools. Above 25, models start to tell tools apart less well.many_tools
  • Minor
    62 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 62 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
servicemonster_list_account_ordersservicemonster_list_account_sites0.780.60
servicemonster_list_account_ordersservicemonster_list_account_notes0.780.60
servicemonster_list_account_ordersservicemonster_list_account_tasks0.780.60
servicemonster_list_account_ordersservicemonster_list_order_jobs0.780.33
servicemonster_list_account_ordersservicemonster_list_order_lineitems0.780.33
servicemonster_list_account_ordersservicemonster_list_order_notes0.780.33
servicemonster_list_account_ordersservicemonster_list_order_tasks0.780.33
servicemonster_list_account_sitesservicemonster_list_account_notes0.780.60
servicemonster_list_account_sitesservicemonster_list_account_tasks0.780.60
servicemonster_list_account_sitesservicemonster_list_site_noteactivities0.780.33
servicemonster_list_account_notesservicemonster_list_account_tasks0.780.60
servicemonster_list_account_notesservicemonster_list_order_notes0.780.60

Tools

servicemonster_list_scheduling

36 / 100Rain

Purpose
20 / 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: startDate, endDate, getJobColor.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument getJobColor is unclear.vague_boolean
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_scheduleitems

39 / 100Rain

Purpose
20 / 20
When to use
0 / 20
Arguments
5 / 25
Return value
7 / 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: startDate, endDate.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required

servicemonster_get_account

43 / 100Cloudy

Purpose
13 / 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

servicemonster_get_job

43 / 100Cloudy

Purpose
13 / 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

servicemonster_get_note

43 / 100Cloudy

Purpose
13 / 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

servicemonster_get_order

43 / 100Cloudy

Purpose
13 / 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

servicemonster_get_route

43 / 100Cloudy

Purpose
13 / 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

servicemonster_get_site

43 / 100Cloudy

Purpose
13 / 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

servicemonster_get_account_profile

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

servicemonster_list_account_notes

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_orders's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_orders instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_sites's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_sites instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_tasks's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_tasks instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_order_notes's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_order_notes instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_account_orders

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_sites's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_sites instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_notes's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_notes instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_tasks's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_tasks instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_order_jobs's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_order_jobs instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_order_lineitems's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_order_lineitems instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_order_notes's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_order_notes instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_order_tasks's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_order_tasks instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_account_sites

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_orders's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_orders instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_notes's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_notes instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_tasks's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_tasks instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_site_noteactivities's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_site_noteactivities instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_account_tasks

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_orders's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_orders instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_sites's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_sites instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_notes's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_notes instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_job_timelogs

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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

servicemonster_list_order_jobs

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_orders's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_orders instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_order_lineitems

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_orders's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_orders instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_order_notes

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_orders's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_orders instead.confusable_pair
  • Minor
    Its description is nearly the same as servicemonster_list_account_notes's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_notes instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_order_tasks

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_orders's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_orders instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_site_noteactivities

48 / 100Cloudy

Purpose
13 / 20
When to use
0 / 20
Arguments
23 / 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 servicemonster_list_account_sites's (similarity 0.78); only the names and schemas tell them apart. Say in this description when to use servicemonster_list_account_sites instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

servicemonster_list_accounts

53 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_list_employees

53 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_list_orders

53 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_list_routes

53 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_list_serviceitems

53 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_list_sites

53 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_list_tasks

53 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_list_jobs

56 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_list_notes

56 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 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

servicemonster_create_note

57 / 100Cloudy

Purpose
20 / 20
When to use
10 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    Arguments without a description: subject, note.param_no_description
  • 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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