webmcp-gen auto-generates tool definitions from websites. The 4 tools have basic schemas and descriptions, but critical gaps undermine production readiness. Tool names lack clear verb-noun structure (navigate is vague). The navigate tool has an empty enum for 'page' parameter, making it non-functional. Descriptions are present but generic (10-50 chars), below the 50-200 char LLM-optimized baseline. No output schemas documented. Error handling and recovery guidance absent. The loginUser tool exposes credentials as parameters, violating secret-injection pattern. No tool annotations (readOnlyHint/destructiveHint) despite clear risk classifications. Parameter descriptions are minimal. This is typical of auto-generated definitions, functional but not LLM-optimized.

• Expand tool descriptions to 50-200 characters. Example: 'searchFlights' → 'Search for available flights between two cities on a specific date. Returns matching flights with prices, times, and booking links.'
• Fix navigate tool: populate the 'page' enum with actual page names extracted from the website (e.g., ['home', 'flights', 'hotels', 'support']).
• Remove username and password from loginUser parameters. Instead, inject credentials server-side via environment variables or a secure vault, and have the tool accept only a session_token or use implicit authentication.
• Document output schemas for all tools. Example for searchFlights: {type: 'object', properties: {flights: {type: 'array', items: {type: 'object', properties: {id, airline, departure_time, arrival_time, price, currency}}}, total_count: {type: 'integer'}}}
• Add tool annotations to the MCP tool definitions: readOnlyHint=true for searchFlights/navigate, destructiveHint=true for submitTicket/loginUser, idempotentHint=false for submitTicket/loginUser.

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

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