Six tools with basic verb-noun naming (get_, list_) and present descriptions, but significant gaps in parameter documentation and output schema clarity. All tools are READ_ONLY, reducing risk. However, parameter descriptions are minimal or absent for optional fields, and no output schemas are documented. Tool descriptions are adequate (50-100 chars) but lack guidance on when to use each tool vs. alternatives. No error handling guidance visible. Schemas show basic structure but lack depth, optional 'provider' parameters have descriptions, but no guidance on valid values, format, or defaults.

• Document output schemas as JSON objects with typed fields. E.g., list_routers returns {routers: [{name: string, rule: string, service: string, status: string, provider: string}], total: number}. This enables agents to extract router_name for chaining to get_router_details().
• Add pagination to list_* tools: accept 'limit' (default 20, max 100) and 'offset' (default 0) parameters; return {items: [...], total: number, offset: number} to support large deployments.
• Constrain 'provider' parameter: add enum of valid providers (e.g., 'docker', 'kubernetes', 'file') or document how to discover them. Add description: 'Filter results by provider name. Omit to list all providers.'
• Enhance tool descriptions with 'when to use' guidance. E.g., get_traefik_overview: 'Call first to see total counts and provider breakdown. Then use list_routers/list_services for details.' list_routers: 'List all HTTP routers, optionally filtered by provider. Use get_router_details() for full configuration.'
• Add error handling guidance in descriptions. E.g., 'If Traefik API is unreachable, verify the TRAEFIK_API_URL environment variable and network connectivity. Errors are retryable unless the API returns 4xx status.'

Inferred effective spec: <=2025-11-25.

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