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BigTime MCP by usefulapi: tool descriptions scored io.usefulapi/bigtime

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

Scores, issues and names only

This page shows how BigTime MCP by usefulapi (io.usefulapi/bigtime)'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/bigtime
Average score
37.6 / 100Rain
Tools
24
Near-identical descriptions
14

Across the server

  • Minor
    14 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 14 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
bigtime_get_clientbigtime_get_invoice0.750.50
bigtime_get_staffbigtime_get_client0.670.50
bigtime_get_staffbigtime_get_invoice0.670.50
bigtime_get_clientbigtime_get_task0.670.50
bigtime_get_clientbigtime_get_expense0.670.50
bigtime_get_taskbigtime_get_invoice0.670.50
bigtime_get_time_entrybigtime_get_expense0.670.40
bigtime_get_expensebigtime_get_invoice0.670.50
bigtime_list_invoicesbigtime_list_draft_invoices0.620.75
bigtime_list_invoicesbigtime_list_client_invoices0.620.75
bigtime_get_staffbigtime_get_task0.600.50
bigtime_get_staffbigtime_get_expense0.600.50

Tools

bigtime_get_invoice

28 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
8 / 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: invoice_sid.param_no_description
  • Minor
    Its description is nearly the same as bigtime_get_client's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use bigtime_get_client instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_staff's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_staff instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_task's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_task instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_expense's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_expense instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_get_time_entry

28 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
8 / 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: time_sid.param_no_description
  • Minor
    Its description is nearly the same as bigtime_get_expense's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_expense instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_list_draft_invoices

29 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
5 / 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: start_date, end_date.param_no_description
  • Minor
    Its description is nearly the same as bigtime_list_invoices's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use bigtime_list_invoices instead.confusable_pair
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_get_daily_totals

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 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: staff_sid, start_date, end_date.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

bigtime_get_expense

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 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: expense_sid.param_no_description
  • Minor
    Its description is nearly the same as bigtime_get_client's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_client instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_time_entry's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_time_entry instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_invoice's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_invoice instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_staff's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use bigtime_get_staff instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_get_project_team

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 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: project_sid.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_get_report_definition

32 / 100Rain

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

bigtime_list_client_invoices

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 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: client_sid, start_date, end_date.param_no_description
  • Minor
    Its description is nearly the same as bigtime_list_invoices's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use bigtime_list_invoices instead.confusable_pair
  • 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

bigtime_list_invoices

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 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: start_date, end_date.param_no_description
  • Minor
    Its description is nearly the same as bigtime_list_draft_invoices's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use bigtime_list_draft_invoices instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_list_client_invoices's (similarity 0.62); only the names and schemas tell them apart. Say in this description when to use bigtime_list_client_invoices instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_list_payments

32 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 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: start_date, end_date.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_list_expense_reports

33 / 100Rain

Purpose
6 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    The description only restates the name (8 words).restates_name
  • 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

bigtime_list_project_time

35 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
11 / 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: project_sid, start_date, end_date, view.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

bigtime_get_task

36 / 100Rain

Purpose
13 / 20
When to use
0 / 20
Arguments
16 / 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 bigtime_get_client's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_client instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_invoice's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_invoice instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_staff's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use bigtime_get_staff instead.confusable_pair
  • Minor
    Arguments without a description: task_sid.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_get_timesheet

36 / 100Rain

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 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: staff_sid, start_date, end_date.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

bigtime_list_clients

40 / 100Cloudy

Purpose
13 / 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

bigtime_list_project_tasks

40 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 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
    Arguments without a description: project_sid.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_list_projects

40 / 100Cloudy

Purpose
13 / 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

bigtime_list_staff_tasks

40 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
16 / 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
    Arguments without a description: staff_sid.param_no_description
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_get_client

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
    Its description is nearly the same as bigtime_get_invoice's (similarity 0.75); only the names and schemas tell them apart. Say in this description when to use bigtime_get_invoice instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_staff's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_staff instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_task's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_task instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_expense's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_expense instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_list_staff

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

bigtime_get_project

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

bigtime_get_staff

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 bigtime_get_client's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_client instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_invoice's (similarity 0.67); only the names and schemas tell them apart. Say in this description when to use bigtime_get_invoice instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_task's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use bigtime_get_task instead.confusable_pair
  • Minor
    Its description is nearly the same as bigtime_get_expense's (similarity 0.60); only the names and schemas tell them apart. Say in this description when to use bigtime_get_expense instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

bigtime_create_time_entry

55 / 100Cloudy

Purpose
20 / 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

bigtime_run_report

58 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
16 / 25
Return value
7 / 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: report_id.param_no_description
  • Minor
    Required identifiers whose description does not say where the value comes from: report_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

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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