Critical gaps across all dimensions. Tool definitions lack input schemas, parameter descriptions, and output documentation. No visible schema registration in fastmcp setup. Tool names are inconsistent (verb_noun vs descriptive). Descriptions are minimal or absent. No error handling guidance. Security concerns: moltbot_shutdown is destructive with no confirmation pattern. This server is not production-ready.

• Add explicit JSON Schema input definitions for all tools. Include type, description, and constraints for every parameter. Example: {"type": "object", "properties": {"status": {"type": "string", "enum": ["active", "inactive"], "description": "Moltbot operational status"}}}
• Rename tools to follow verb_noun pattern: 'moltbot_ops' → 'get_moltbot_status' or 'update_moltbot_config'; 'show_moltbot_status_card' → 'get_status_card'; 'moltbook' → 'search_moltbook' or 'get_moltbook_entry'.
• Add 50-200 character descriptions to each tool explaining WHAT it does, WHEN to use it, and what it returns. Example: 'Get current Moltbot operational status including uptime, active connections, and last sync timestamp.'
• Implement confirmation pattern for moltbot_shutdown: add a 'confirm' boolean parameter (default false) and require explicit confirmation before executing. Return a dry-run response first.
• Document output schemas for each tool. Specify field names, types, and what data the LLM should expect. Include pagination info if results can be large.

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

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