# PoloPan Fashion MCP Server (io.github.rofoso-com/mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.rofoso-com%2Fmcp/versions/latest)
- Connected to: https://mcp-server.polopan.com/mcp
- Repository: https://github.com/rofoso-com/mcp
- Scoring rules: v2
- Tools: 19
- Average: 69.7 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how PoloPan Fashion MCP Server (io.github.rofoso-com/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

- 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

- `address.list_saved`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `address.delete`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: address_id. Name the tool or the place that returns it, or models look it up first.
- `region.list_supported`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `address.set_default`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: address_id. Name the tool or the place that returns it, or models look it up first.
- `region.get_current`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `address.save`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: lastName.
  - Minor: Says nothing about what it returns.
- `region.set_current`: 65 / 100
  - Minor: Says nothing about what it returns.
- `address.get_current`: 67 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `checkout.links.get_direct_url`: 67 / 100
  - Major: Arguments without a description: address.firstName, address.lastName, address.address1, address.address2, address.city, address.province, address.zip, address.country, address.phone, address.email.
  - Minor: String arguments with no constraint or example: address.lastName, address.address2, address.province, address.country, address.phone, address.email.
  - Minor: Says nothing about what it returns.
- `vision.outfit.detect_pieces`: 79 / 100
  - Minor: No `required` list, so every argument is optional.
- `looks.curation.by_occasion`: 81 / 100
  - Minor: No `required` list, so every argument is optional.
- `products.items.get_size_guide`: 82 / 100
  - Minor: Says nothing about what it returns.
- `looks.curation.recommend`: 84 / 100
  - Minor: No `required` list, so every argument is optional.
- `products.search.image_upload`: 86 / 100
  - Minor: No `required` list, so every argument is optional.
- `products.items.check_stock`: 87 / 100
- `products.items.get_by_handle`: 87 / 100
- `products.search.image_url`: 88 / 100
- `products.search.text`: 88 / 100
  - Minor: The description is long (490 words). It helps selection but costs steps and tokens.
- `products.search.alternatives`: 89 / 100

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