# Agent Toolbox (io.github.zaffy18/agent-toolbox): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/io.github.zaffy18%2Fagent-toolbox/versions/latest)
- Connected to: https://agent-toolbox.zafermemon87.workers.dev/mcp
- Homepage: https://agent-toolbox.zafermemon87.workers.dev/llms.txt
- Scoring rules: v2
- Tools: 24
- Average: 47.2 / 100 (Cloudy)
- Near-identical pairs: 1

This page shows how Agent Toolbox (io.github.zaffy18/agent-toolbox)'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

- `stop_watch`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: watch_id, secret.
  - Minor: String arguments with no constraint or example: watch_id, secret.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.
- `watch_status`: 27 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: watch_id, secret.
  - Minor: String arguments with no constraint or example: watch_id, secret.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: watch_id. Name the tool or the place that returns it, or models look it up first.
- `domain_whois`: 30 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: domain.
  - Minor: String arguments with no constraint or example: domain.
  - Minor: Says nothing about what it returns.
- `verify_email`: 33 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Major: Arguments without a description: email.
  - Minor: String arguments with no constraint or example: email.
  - Minor: Says nothing about what it returns.
- `summarize`: 39 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: text, length.
  - Minor: String arguments with no constraint or example: text.
  - Minor: No `required` list, so every argument is optional.
  - Minor: Says nothing about what it returns.
- `dns_lookup`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: type.
  - Minor: String arguments with no constraint or example: name.
  - Minor: Says nothing about what it returns.
- `chat_gpt_oss_120b`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: messages[].role, messages[].content, temperature.
  - Minor: String arguments with no constraint or example: messages[].role, messages[].content.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `chat_qwen3_30b`: 43 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: messages[].role, messages[].content, temperature.
  - Minor: String arguments with no constraint or example: messages[].role, messages[].content.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `company_us`: 47 / 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.
- `fx_rates`: 47 / 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.
- `read_url`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `translate_text`: 48 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Arguments without a description: text.
  - Minor: String arguments with no constraint or example: text, source_lang.
  - Minor: Says nothing about what it returns.
- `service_info`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `company_lei`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `embed_text`: 50 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `screenshot`: 50 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `company_search`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `extract_free`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `file_to_markdown`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: file_base64.
  - Minor: Says nothing about what it returns.
- `generate_image`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `transcribe_audio`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: No `required` list, so every argument is optional.
- `url_to_markdown`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
- `extract_data`: 68 / 100
  - Minor: Says nothing about what it returns.
- `watch_field`: 69 / 100

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