# Sellular (online.sellular/sellular): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/online.sellular%2Fsellular/versions/latest)
- Connected to: https://sellular.online/api/mcp/mcp
- Homepage: https://sellular.online/
- Scoring rules: v2
- Tools: 22
- Average: 66.0 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Sellular (online.sellular/sellular)'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: The server has no instructions. Say there, once, what the server is for and when to use it: Claude Code and Gemini CLI read the instructions before the tool descriptions.

## Tools

- `list_public_listings`: 37 / 100
  - Major: Arguments without a description: category, limit.
  - Minor: String arguments with no constraint or example: category.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_my_reviews`: 53 / 100
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `compare_visibility`: 55 / 100
  - Minor: Says nothing about what it returns.
- `get_listing_badge`: 57 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_directory_listings`: 58 / 100
  - Minor: Arguments without a description: limit.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `generate_seo_fixes`: 60 / 100
  - Minor: Says nothing about what it returns.
- `list_product`: 60 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `list_tracked_sites`: 60 / 100
  - Minor: Says nothing about what it returns.
- `get_product_analytics`: 62 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `get_visibility_score`: 65 / 100
  - Minor: Says nothing about what it returns.
- `seo_audit_summary`: 65 / 100
- `answer_engine_gap`: 69 / 100
- `check_submission_readiness`: 70 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `scan_domain`: 70 / 100
  - Minor: Says nothing about what it returns.
- `generate_review`: 72 / 100
  - Major: Arguments without a description: draft.title, draft.summary, draft.verdict, draft.insights, draft.overview, draft.keyDifference, draft.strengths, draft.weaknesses, draft.budget, draft.bottomLine.
  - Minor: No `required` list, so every argument is optional.
- `generate_submission_kit`: 72 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `attach_product_screenshots`: 75 / 100
- `bulk_scan`: 75 / 100
- `record_submission`: 75 / 100
  - Minor: Says nothing about what it returns.
- `track_product`: 76 / 100
  - Minor: Says nothing about what it returns.
- `generate_llms_txt`: 77 / 100
- `answer_page_targets`: 90 / 100

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