Memwyre has 4 tools with clear verb-noun naming (search_, save_, list_, get_) and reasonable descriptions (100-200 chars). All tools have input schemas with types and descriptions. However, output schemas are entirely undocumented, tools return plain strings with no structured format specification. Error handling is basic (status code checks, generic messages). Parameters lack constraints (enums, ranges, patterns). No tool annotations (readOnlyHint, destructiveHint). The server is functional but falls short of production-grade quality due to missing output documentation and weak error guidance.

• Document output schemas for all 4 tools. Define structured return types (e.g. search_memwyre returns {results: [{id, title, content, tags}], total_count}). This enables LLMs to extract fields for chaining.
• Add tool annotations: mark search_memwyre, list_memories, get_document with readOnlyHint=true; mark save_memory with destructiveHint=true. Agents will know which tools are safe to retry.
• Enhance error messages with recovery guidance. E.g. 'Authentication required: Please set MEMWYRE_API_KEY environment variable and restart the server.' instead of bare 401.
• Add parameter constraints: limit (1-100, default 5/10), skip (0+), query (1-1000 chars), tags (0-20 items, each 1-50 chars), document_id (positive integer). Validate and return 'Invalid limit: must be 1-100' on violation.
• Clarify save_memory behavior: document whether title is required for retrieval, whether content alone is sufficient, and what the returned ID represents (for use in get_document).