# AI Dev Jobs (com.aidevboard/jobs): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.aidevboard%2Fjobs/versions/latest)
- Connected to: https://aidevboard.com/mcp
- Homepage: https://aidevboard.com/
- Scoring rules: v2
- Tools: 20
- Average: 47.5 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how AI Dev Jobs (com.aidevboard/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

No server-wide issues.

## Tools

- `quote_product`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `analyze_application_readiness`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: evidence_bullets[].skills.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_job`: 40 / 100
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `list_companies`: 41 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_stats`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `start_checkout`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `record_my_application_outcome`: 43 / 100
  - Minor: Arguments without a description: outcome.
  - Minor: Says nothing about what it returns.
- `respond_to_interview_outcome`: 43 / 100
  - Major: Arguments without a description: candidate_confirms_interview, outcome_id.
  - Minor: String arguments with no constraint or example: outcome_id.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: The meaning of the boolean argument candidate_confirms_interview is unclear.
  - Minor: Required identifiers whose description does not say where the value comes from: outcome_id. Name the tool or the place that returns it, or models look it up first.
- `list_my_interview_outcomes`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `approve_compiled_application`: 46 / 100
  - Minor: Says nothing about what it returns.
- `get_similar_jobs`: 47 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
  - Minor: Required identifiers whose description does not say where the value comes from: id. Name the tool or the place that returns it, or models look it up first.
- `get_company`: 48 / 100
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `get_trending_companies`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_tags`: 51 / 100
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `match_jobs`: 51 / 100
  - Minor: Arguments without a description: job_type, level, workplace.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `compile_job_specific_resume`: 53 / 100
  - Minor: Arguments without a description: evidence_bullets[].skills.
  - Minor: The description mentions none of its 3 or more arguments.
- `get_salary_data`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `apply_to_job`: 56 / 100
  - Minor: Says nothing about what it returns.
- `search_jobs`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
  - Minor: No constraints, side effects, auth or rate limits described, and no annotations.
- `list_products`: 62 / 100

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