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

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.usefulapi%2Ftalenthr/versions/latest)
- Connected to: https://talenthr.usefulapi.io/mcp
- Homepage: https://usefulapi.io/talenthr/
- Repository: https://github.com/m190/usefulapi-mcp
- Scoring rules: v2
- Tools: 29
- Average: 52.4 / 100 (Cloudy)
- Near-identical pairs: 6

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.

## Across the server

- Minor: 29 tools. Above 25, models start to tell tools apart less well.

## Tools

- `talenthr_get_hires_leaves_report`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `talenthr_get_time_off_report`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `talenthr_get_headcount_report`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `talenthr_get_employee_assets`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `talenthr_get_organization_chart`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `talenthr_list_departments`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `talenthr_list_divisions`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `talenthr_list_holidays`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `talenthr_list_job_titles`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `talenthr_create_applicant_note`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - 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.
- `talenthr_get_applicant`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - 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.
- `talenthr_get_employee_benefits`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - 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.
- `talenthr_list_employee_time_off_requests`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `talenthr_list_time_tracking_entries`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: search.
  - Minor: String arguments with no constraint or example: start_date, end_date.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `talenthr_list_job_position_applicants`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: search.
  - Minor: Says nothing about what it returns.
- `talenthr_list_job_positions`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `talenthr_list_locations`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `talenthr_list_time_off_types`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `talenthr_get_employee_time_off_budgets`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - 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.
- `talenthr_get_directory_filters`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `talenthr_list_applicants`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: search, starred_only.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument starred_only is unclear.
- `talenthr_get_employee`: 55 / 100
  - Minor: Says nothing about what it returns.
  - 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.
- `talenthr_get_employee_job`: 55 / 100
  - Minor: Says nothing about what it returns.
  - 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.
- `talenthr_reply_time_off_request`: 55 / 100
  - Minor: Says nothing about what it returns.
  - 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.
- `talenthr_list_assets`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: search.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `talenthr_list_benefits`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `talenthr_get_calendar`: 65 / 100
  - Minor: String arguments with no constraint or example: start_date.
  - Minor: Says nothing about what it returns.
- `talenthr_list_employees`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `talenthr_create_time_off_request`: 70 / 100
  - Minor: Says nothing about what it returns.
  - 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.

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