# ProWebLook (io.github.dubeychandan996/proweblook): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.dubeychandan996%2Fproweblook/versions/latest)
- Connected to: https://mcp.proweblook.com/mcp
- Homepage: https://proweblook.com/mcp
- Repository: https://github.com/dubeychandan996/proweblook
- Scoring rules: v2
- Tools: 19
- Average: 60.2 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how ProWebLook (io.github.dubeychandan996/proweblook)'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

- `check_spam_score`: 49 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `whatsapp_batch_status`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_brand_trend`: 52 / 100
  - Minor: Says nothing about what it returns.
- `caller_id_lookup`: 55 / 100
  - Minor: Says nothing about what it returns.
- `get_x_comments`: 55 / 100
  - Minor: Says nothing about what it returns.
- `verify_email`: 55 / 100
  - Minor: Says nothing about what it returns.
- `check_whatsapp`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
- `geo_ip`: 57 / 100
  - Minor: Says nothing about what it returns.
- `get_social_post`: 57 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `scrape_url`: 60 / 100
  - Minor: Says nothing about what it returns.
- `get_balance`: 62 / 100
  - Major: Says nothing about when to use it, or when not to.
- `list_brand_audits`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_brand_audit`: 66 / 100
  - Major: Says nothing about when to use it, or when not to.
- `run_brand_audit`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `validate_phone`: 67 / 100
  - Minor: Says nothing about what it returns.
- `whatsapp_batch_submit`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
- `search_social`: 68 / 100
  - Minor: String arguments with no constraint or example: query.
  - Minor: The description mentions none of its 3 or more arguments.
- `check_blacklist`: 69 / 100
- `google_serp`: 70 / 100
  - Minor: Says nothing about what it returns.

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