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TalentHR MCP by usefulapi: tool descriptions scored io.usefulapi/talenthr

tools/list taken
(UTC)
From
Official MCP Registry
Connected to
https://talenthr.usefulapi.io/mcp
Homepage
usefulapi.io/talenthr/
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 TalentHR MCP by usefulapi (io.usefulapi/talenthr)'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/talenthr
Average score
52.4 / 100Cloudy
Tools
29
Near-identical descriptions
6

Across the server

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

Tools whose descriptions are nearly the same

6 of 6 pairs shown, highest description similarity first.
ToolToolDescription similarityName similarity
talenthr_list_departmentstalenthr_list_divisions0.850.50
talenthr_list_departmentstalenthr_list_job_titles0.790.40
talenthr_list_divisionstalenthr_list_job_titles0.790.40
talenthr_list_departmentstalenthr_list_locations0.690.50
talenthr_list_divisionstalenthr_list_locations0.690.50
talenthr_list_locationstalenthr_list_job_titles0.650.40

Tools

talenthr_get_hires_leaves_report

39 / 100Rain

Purpose
10 / 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

talenthr_get_time_off_report

43 / 100Cloudy

Purpose
14 / 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

talenthr_get_headcount_report

44 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
18 / 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

talenthr_get_employee_assets

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
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_get_organization_chart

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

talenthr_list_departments

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
    Its description is nearly the same as talenthr_list_divisions's (similarity 0.85); only the names and schemas tell them apart. Say in this description when to use talenthr_list_divisions instead.confusable_pair
  • Minor
    Its description is nearly the same as talenthr_list_job_titles's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use talenthr_list_job_titles instead.confusable_pair
  • Minor
    Its description is nearly the same as talenthr_list_locations's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use talenthr_list_locations instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_list_divisions

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
    Its description is nearly the same as talenthr_list_departments's (similarity 0.85); only the names and schemas tell them apart. Say in this description when to use talenthr_list_departments instead.confusable_pair
  • Minor
    Its description is nearly the same as talenthr_list_job_titles's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use talenthr_list_job_titles instead.confusable_pair
  • Minor
    Its description is nearly the same as talenthr_list_locations's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use talenthr_list_locations instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_list_holidays

49 / 100Cloudy

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

talenthr_list_job_titles

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
    Its description is nearly the same as talenthr_list_departments's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use talenthr_list_departments instead.confusable_pair
  • Minor
    Its description is nearly the same as talenthr_list_divisions's (similarity 0.79); only the names and schemas tell them apart. Say in this description when to use talenthr_list_divisions instead.confusable_pair
  • Minor
    Its description is nearly the same as talenthr_list_locations's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use talenthr_list_locations instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_create_applicant_note

50 / 100Cloudy

Purpose
20 / 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: job_position_id, application_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

talenthr_get_applicant

50 / 100Cloudy

Purpose
20 / 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: applicant_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

talenthr_get_employee_benefits

50 / 100Cloudy

Purpose
17 / 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: employee_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

talenthr_list_employee_time_off_requests

50 / 100Cloudy

Purpose
20 / 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
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_list_time_tracking_entries

50 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
18 / 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: search.param_no_description
  • Minor
    String arguments with no constraint or example: start_date, end_date.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_list_job_position_applicants

52 / 100Cloudy

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

talenthr_list_job_positions

52 / 100Cloudy

Purpose
20 / 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

talenthr_list_locations

52 / 100Cloudy

Purpose
20 / 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
    Its description is nearly the same as talenthr_list_departments's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use talenthr_list_departments instead.confusable_pair
  • Minor
    Its description is nearly the same as talenthr_list_divisions's (similarity 0.69); only the names and schemas tell them apart. Say in this description when to use talenthr_list_divisions instead.confusable_pair
  • Minor
    Its description is nearly the same as talenthr_list_job_titles's (similarity 0.65); only the names and schemas tell them apart. Say in this description when to use talenthr_list_job_titles instead.confusable_pair
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_list_time_off_types

52 / 100Cloudy

Purpose
20 / 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

talenthr_get_employee_time_off_budgets

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: employee_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

talenthr_get_directory_filters

54 / 100Cloudy

Purpose
17 / 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

talenthr_list_applicants

54 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
15 / 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
    Arguments without a description: search, starred_only.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument starred_only is unclear.vague_boolean

talenthr_get_employee

55 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: employee_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

talenthr_get_employee_job

55 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: employee_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

talenthr_reply_time_off_request

55 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
23 / 25
Return value
0 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: employee_id, time_off_request_id. Name the tool or the place that returns it, or models look it up first.id_source_missing

talenthr_list_assets

57 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
17 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: search.param_no_description
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_list_benefits

60 / 100Cloudy

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

talenthr_get_calendar

65 / 100Cloudy

Purpose
20 / 20
When to use
5 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
10 / 10
  • Minor
    String arguments with no constraint or example: start_date.loose_string_param
  • Minor
    Says nothing about what it returns.no_return_info

talenthr_list_employees

67 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
20 / 25
Return value
7 / 15
Constraints and side effects
10 / 10
Examples
10 / 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

talenthr_create_time_off_request

70 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
20 / 25
Return value
0 / 15
Constraints and side effects
10 / 10
Examples
5 / 10
  • Minor
    Says nothing about what it returns.no_return_info
  • Minor
    Required identifiers whose description does not say where the value comes from: employee_id, timeoff_type_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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