Server has 25 tools with consistent naming conventions (verb_noun pattern) and complete input schemas across all tools. Descriptions are present and functional, though somewhat brief (averaging ~40-60 chars). Parameter definitions include types and descriptions. However, output schemas are not documented, the source shows only input schemas but no return type specifications in the code. Error handling is minimal, with no recovery guidance or actionable error messages. Tool naming is clear but some semantic overlap exists (e.g., configure_channel_permissions vs set_channel_permissions are both present but unnamed differently in import). Missing: output schema documentation, error classification, confirmation patterns for destructive ops, dependency hints in descriptions.

• Document return schemas for all tools. Add structured examples showing what fields (e.g., channel_id, channel_name, created_at, nsfw, permissions) will be returned. Reference these in descriptions to guide chaining.
• Add confirmation/dry-run pattern for destructive tools. E.g., add 'confirm=false' parameter and return operation diff before execution; update description to state 'This action is irreversible.'
• Expand brief descriptions (currently 30-60 chars) to 80-150 chars. Include: (1) What it does, (2) When to use vs similar tools, (3) Any prerequisites (e.g., 'Call list_guilds() first to get guild_id'). Example: 'Get detailed information about a specific channel, including topic, NSFW status, and rate limits. Use after list_channels() to fetch full details for a selected channel.'
• Constrain permission parameters with enums. Replace string 'allow' and 'deny' with enum of valid Discord permission names (VIEW_CHANNEL, SEND_MESSAGES, MANAGE_CHANNELS, etc.) or reference Discord's official permission constants.
• Consolidate role creation: remove 'create_new_role' or clarify its distinction from 'create_role'. Adopt single canonical tool name across all tool definitions.
• Change 'target_type' parameter to enum: target_type enum ["user", "role"] instead of free-form string.
• Add error recovery guidance in descriptions and error responses. E.g., 'If guild_id is invalid, call list_guilds() to find the correct ID.' Return specific, actionable error messages instead of stack traces.

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

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