meGPT server exhibits moderate definition quality with mixed parameter documentation and minimal error handling. Of 8 tools, 6 have basic descriptions (10-100 chars), and all visible schemas show type definitions for core parameters. However, parameter descriptions are inconsistent, output schemas are not documented, and error recovery guidance is absent. The server loads content from JSON resources and provides read-only search/access operations, but lacks the structured output documentation and error classification needed for production agent reliability. Tool naming is clear (verb-noun pattern), but the lack of documented return types, pagination details, and error scenarios limits LLM reasoning and recovery capability.

• Document the output schema for every tool. For search_content and search(), specify: returns an array of content items with fields [id, title, source, url, summary, kind, subkind, tags, published_date]. For get_bundle_stats, specify the structure of the returned statistics object.
• Add pagination guidance: 'search_content() returns up to [limit] results. If more exist, use offset parameter to fetch the next page, or set limit=50 to see more results per call.'
• Enhance parameter descriptions with constraints and formats. For search_by_type, clarify: 'content_type must be one of: Podcast, Talk, Post, Book, Topic. Use search_by_type to narrow results by category.'
• Add error guidance to each tool description. Example: 'If get_document returns "Document not found", try search() first to locate the document ID, then pass it to get_document().'
• Document what IDs and references are returned by each tool so downstream tool calls can chain them. E.g., 'search_content() returns content_id, pass this to get_content_by_id() for full details.'
• Add a discovery section to prompts and documentation: explain the typical sequence (search_content → get_content_by_id → get_document) so LLMs understand the intended flow.
• Consolidate search tools. If search(), search_content(), and search_by_type() differ only in scope, merge them into a single flexible search tool with optional content_type parameter, or clearly distinguish in descriptions when to use each.