# Logimu (com.logimu/shopping-mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/com.logimu%2Fshopping-mcp/versions/latest)
- Connected to: https://api.logimu.com/mcp
- Homepage: https://www.logimu.com/shopping-mcp/
- Repository: https://github.com/ncosic/logimu-shopping-mcp
- Scoring rules: v2
- Tools: 18
- Average: 74.0 / 100 (Clear)
- Near-identical pairs: 0

This page shows how Logimu (com.logimu/shopping-mcp)'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

- `market_lists`: 60 / 100
  - Minor: Arguments without a description: kind, page.
  - Minor: Says nothing about what it returns.
- `category`: 61 / 100
  - Minor: No `required` list, so every argument is optional.
- `brand`: 62 / 100
  - Minor: Says nothing about what it returns.
- `list_tracked`: 63 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `product_keywords`: 65 / 100
  - Minor: No `required` list, so every argument is optional.
- `account`: 67 / 100
  - Minor: Says nothing about what it returns.
- `batch`: 70 / 100
  - Minor: Arguments without a description: max_age_days, history_sellers, history_points.
- `keyword_rankings`: 74 / 100
- `seller`: 76 / 100
  - Minor: The description is long (467 words). It helps selection but costs steps and tokens.
  - Minor: Arguments without a description: brands_page.
  - Minor: No `required` list, so every argument is optional.
- `keywords`: 79 / 100
- `track_product`: 79 / 100
  - Minor: Arguments without a description: notify_if.price_below, notify_if.price_above, notify_if.price_change_pct, notify_if.buybox_seller_change, notify_if.offer_count_below, notify_if.offer_count_above, notify_if.availability_change, notify_if.out_of_stock, notify_if.back_in_stock.
  - Minor: No `required` list, so every argument is optional.
  - Minor: The meaning of the boolean argument notify_if.buybox_seller_change is unclear.
  - Minor: The meaning of the boolean argument notify_if.availability_change is unclear.
  - Minor: The meaning of the boolean argument notify_if.out_of_stock is unclear.
  - Minor: The meaning of the boolean argument notify_if.back_in_stock is unclear.
- `offers`: 80 / 100
  - Minor: No `required` list, so every argument is optional.
- `bestsellers`: 81 / 100
  - Minor: No `required` list, so every argument is optional.
- `deals`: 81 / 100
  - Minor: The description is long (427 words). It helps selection but costs steps and tokens.
  - Minor: No `required` list, so every argument is optional.
- `search`: 81 / 100
  - Minor: No `required` list, so every argument is optional.
- `serp`: 84 / 100
  - Minor: The description is long (681 words). It helps selection but costs steps and tokens.
- `shopping`: 84 / 100
  - Minor: The description is long (750 words). It helps selection but costs steps and tokens.
- `product`: 85 / 100
  - Minor: The description is long (964 words). It helps selection but costs steps and tokens.

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