Four tools with clear action verbs and basic schemas. All have descriptions (10-100 chars) and input schemas with required fields. However, parameter descriptions are sparse or missing entirely. read_url and parallel_read_url lack descriptions for their array/object parameters. capture_screenshot_url has minimal guidance on return_url behavior. show_api_key is a utility with no parameters but unclear purpose. No output schemas documented. Error handling and recovery guidance absent. Naming is verb-forward but descriptions fall short of LLM-optimization baseline (194 chars avg for A+ tools).

• Add 50-150 character descriptions to every parameter. Example: 'withAllLinks (boolean, default false): Include hyperlinks from the page. Set true to enable link extraction for navigation or reference.',
• Document output schemas for each tool. Example for read_url: 'Returns {content: string (markdown), wordCount: number, links: string[], images: string[]}'.
• Add error handling guidance: 'If URL is unreachable, returns {error: string, retryable: boolean}. Retryable errors suggest retry_after_seconds; non-retryable errors suggest alternative URLs or user notification.'
• Clarify return_url behavior in capture_screenshot_url: 'If return_url=true, returns {url: string} pointing to /s/{id} instead of base64 data. Useful for large screenshots to avoid context bloat.'
• Reconsider show_api_key's role. If it's debug-only, document that. If it's for agent self-identification, explain the use case and what the LLM should do with the token.

Inferred effective spec: 2026-07-28+.

• Relies on Logging (deprecated) - log to stderr or use OpenTelemetry