Critical failure across all 22 tools. Descriptions are present but generic (10-50 chars), below the 50-200 char LLM-optimized baseline. No parameter descriptions visible in schema definitions. Tool names follow verb_noun convention (positive), but lack of actual schema definitions means parameters cannot be validated or understood by LLMs. This server is non-functional for agent use.

• Populate all 22 tool input schemas with actual parameter definitions. For each tool, extract required and optional parameters from the underlying Confluence API, define types (string, number, boolean, array), add enums for constrained values (e.g., sort order, content type), and include min/max for numeric fields.
• Expand tool descriptions to 80-150 characters. Include WHAT the tool does, WHEN to use it (e.g., 'Use this to retrieve page content before editing'), and what it returns (e.g., 'Returns page ID, title, body, and creation date'). Example: 'Get a Confluence page by ID or title+space. Returns page content, metadata, and version info. Use before updating or adding comments.'
• Add descriptions to every parameter. For confluence_get_page, document: 'page_id (string): The unique page ID from Confluence. Use if you have it; otherwise provide space_key and title.' For confluence_search, document: 'query (string): CQL query or simple text search term. E.g., "text ~ 'release notes'" or "space = PROJ AND type = page".'
• Implement confirmation/dry-run for destructive tools. Add a 'confirm' boolean parameter (default false) to confluence_delete_page and confluence_delete_attachment. When false, return 'Would delete X. Call again with confirm=true to proceed.' This prevents accidental data loss.
• Document output schemas for all tools. For confluence_create_page, specify: 'Returns {page_id, title, space_key, url, created_date}.' For confluence_search, specify: 'Returns {results: [{page_id, title, space_key, excerpt}], total_count, limit}.' This enables LLMs to chain tools correctly.

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

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