# Agent Tools MCP (io.github.why-see/agent-tools-mcp): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.why-see%2Fagent-tools-mcp/versions/latest)
- Connected to: https://agent-tools-mcp.yvan11.workers.dev/mcp
- Homepage: https://agent-tools-mcp.yvan11.workers.dev/
- Repository: https://github.com/why-see/agent-tools-mcp
- Scoring rules: v2
- Tools: 32
- Average: 62.2 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Agent Tools MCP (io.github.why-see/agent-tools-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: 32 tools. Above 25, models start to tell tools apart less well.
- 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

- `generate-password`: 52 / 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.
- `optimize-google-tag`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate-fake-data`: 55 / 100
  - Minor: Says nothing about what it returns.
- `generate-avatar`: 56 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `generate-lorem`: 56 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `strip-ansi`: 56 / 100
- `generate-card-number`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
- `generate-dataset`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
  - Minor: The description mentions none of its 3 or more arguments.
- `generate-prompt`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
- `generate-ssn`: 59 / 100
  - Minor: No `required` list, so every argument is optional.
- `is-password-safe`: 59 / 100
- `minify-js`: 59 / 100
- `is-card-safe`: 60 / 100
  - Major: Says nothing about when to use it, or when not to.
- `minify-css`: 61 / 100
- `generate-token`: 62 / 100
  - Minor: The description mentions none of its 3 or more arguments.
- `is-iban-safe`: 62 / 100
- `is-us-tin-safe`: 62 / 100
- `is-uuid-safe`: 62 / 100
- `minify-html`: 62 / 100
- `optimize-dataset`: 62 / 100
- `generate-color`: 64 / 100
  - Minor: No `required` list, so every argument is optional.
- `is-vat-safe`: 64 / 100
- `minify-prompt`: 64 / 100
- `is-email-safe`: 67 / 100
- `is-ip-safe`: 67 / 100
- `is-iso-date-safe`: 67 / 100
- `is-url-safe`: 67 / 100
- `generate-phone-number`: 69 / 100
  - Minor: No `required` list, so every argument is optional.
- `generate-slug`: 69 / 100
- `generate-hash`: 72 / 100
- `is-json-safe`: 72 / 100
- `is-phone-e164`: 72 / 100

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