Four tools with basic schemas and descriptions, but significant gaps in parameter documentation and output schema clarity. All tools have descriptions (10-50 chars, below the 50-200 char baseline for LLM optimization). Input schemas present but sparse: search_wiki has only 'query' with minimal context; get_page conflates two lookup modes (by_id vs by_path) into a single 'identifier' parameter without clear type guidance; create_page and update_page lack output schema documentation. No error handling guidance, no pagination support for search results, no tool annotations (readOnlyHint/destructiveHint). Parameter descriptions are generic and do not explain constraints, formats, or dependencies. Missing: idempotency guidance for write operations, rate-limit handling, and recovery paths.

• Document output schemas for all tools. Specify fields returned by search_wiki (e.g., results: [{id, title, description, path}]), get_page (e.g., {id, title, content, path, created_at, updated_at}), create_page (e.g., {id, path, created_at}), and update_page (e.g., {success, updated_at}). Include field types and whether they are required.
• Split get_page into two tools: get_page_by_id (identifier: integer) and get_page_by_path (path: string). This eliminates ambiguity and lets LLMs select the correct tool based on available data.
• Add pagination to search_wiki: accept limit (1-100, default 20) and offset (default 0) parameters. Return {results: [...], total_count: N, has_more: boolean}. Document the limit in the tool description.
• Add tool annotations via FastMCP: mark search_wiki and get_page with readOnlyHint=true; mark create_page and update_page with destructiveHint=true. This signals to agents which tools have side effects.
• Expand parameter descriptions to 50-200 characters with explicit constraints. Example: 'Search query string (1-500 chars, alphanumeric + spaces). Returns up to 20 matching pages sorted by relevance.' instead of 'Search query string'.

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

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