# Applystead (com.applystead/jobs): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.applystead%2Fjobs/versions/latest)
- Connected to: https://applystead.com/mcp
- Homepage: https://applystead.com/developers
- Repository: https://github.com/usr-bin-roygbiv/applystead-mcp
- Scoring rules: v2
- Tools: 44
- Average: 55.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Applystead (com.applystead/jobs)'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

- Major: 44 tools. Above 40, models choose less accurately.

## Tools

- `apply_to_job`: 49 / 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: application_id. Name the tool or the place that returns it, or models look it up first.
- `get_answers`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_auto_apply`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_connections`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_profile`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `whoami`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_assistant`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_contacts`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_interview_practice`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_account`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_insights`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_resume_studio`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_website`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `update_settings`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_jobs`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_setup`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_answers`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_assistant`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_contacts`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `update_auto_apply`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `delete_account`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_calendar`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_interviews`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_membership`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_resume_studio`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_website`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `update_profile`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_mailbox`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_interview_practice`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_mailbox`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_outreach`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `get_applications`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_applications`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `run_setup`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `ask_otto`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `manage_calendar`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_connections`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `manage_interviews`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `send_email`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `check_job_posting`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_company_jobs`: 61 / 100
  - Major: Says nothing about when to use it, or when not to.
- `get_outreach`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: action.
- `manage_membership`: 63 / 100
  - Minor: Arguments without a description: action.
  - Minor: Says nothing about what it returns.
- `search_jobs`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.

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