# Company Facts (dev.companyfacts/company-data): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/dev.companyfacts%2Fcompany-data/versions/latest)
- Connected to: https://companyfacts.dev/mcp/
- Homepage: https://companyfacts.dev/
- Repository: https://github.com/groundtruthtools/ats-jobs-mcp
- Scoring rules: v2
- Tools: 21
- Average: 53.7 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Company Facts (dev.companyfacts/company-data)'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

- `company_lookup`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `domain_lookup`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `detect_tech_stack`: 45 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `search_hacker_news`: 45 / 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.
- `check_email`: 47 / 100
  - Minor: String arguments with no constraint or example: email.
  - Minor: Says nothing about what it returns.
- `federal_contracts`: 47 / 100
  - Minor: String arguments with no constraint or example: end_date.
  - Minor: Says nothing about what it returns.
- `hiring_summary`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `search_company_registry`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
- `compare_companies`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `job_changes`: 52 / 100
  - Minor: Says nothing about what it returns.
- `validate_vat`: 54 / 100
- `read_page`: 55 / 100
  - Minor: Says nothing about what it returns.
- `sec_financials`: 56 / 100
  - Major: Says nothing about when to use it, or when not to.
- `app_store_lookup`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: term.
- `company_search`: 59 / 100
- `find_x402_api`: 59 / 100
- `list_open_jobs`: 59 / 100
- `find_company_board`: 60 / 100
  - Minor: Says nothing about what it returns.
- `extract_page`: 62 / 100
- `search_papers`: 70 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `new_businesses`: 71 / 100

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