The server provides 5 read-only tools with clear, action-verb names (search_api, get_api_docs, get_endpoint, get_n8n_http_config, list_services) that follow verb_noun convention. All tools have descriptions and Zod schema definitions visible in src/index.ts. However, significant quality gaps limit production readiness: (1) All parameter descriptions are minimal (10-20 chars), below the 50-200 char baseline for LLM-optimized production tools. (2) Output schemas are not documented, responses use generic text content without structured field definitions, making it impossible for agents to extract and chain results. (3) Error responses are informational text but lack actionable recovery guidance or error classification (retryable/user-fixable/fatal). (4) No pagination, result limiting, or batch parameters despite returning lists (list_services can return 205 services per data/services.js). (5) Parameter constraints are minimal, no enums, ranges, or format specifications beyond basic string types. This server would function in interactive scenarios but lacks the robustness for reliable agentic automation.

• Refactor all tool outputs to return structured JSON objects instead of formatted text. Example: search_api should return {services: [{id, name, category, baseUrl, description}]} instead of markdown text. This enables agents to extract and chain results.
• Expand parameter descriptions to 50-150 characters with format guidance. Example: 'category' should be 'Filter services by category (lowercase, e.g. llm, email, crm, payments, messaging). Case-insensitive matching.'
• Add pagination to list_services and search_api. Include limit (default 20, max 100) and offset/cursor parameters. Return {services: [...], total_count: N, has_more: bool} structure.
• Implement error classification in error responses. Return {error: true, code: 'service_not_found', message: 'Service "X" not found.', recovery: 'Try search_api("X") to find similar services.', retryable: false}.
• Add enum constraints to parameters. list_services category should enumerate valid categories from the services data. get_endpoint endpoint_name should accept exact or prefix-matched names from the endpoint registry, documented as enum or pattern.
• Add tool annotation hints. All 5 tools should include readOnlyHint: true in their definitions to signal to agents these are safe to call without side effects.
• Document the fields returned by get_n8n_http_config in the tool description, since it returns structured config (method, url, authentication, headers, contentType, body, n8nNotes). Current description omits what fields agents can expect.