Critical failures across all dimensions. Tool definitions are inferred from smoke test assertions rather than visible in source code. No input schemas, descriptions, or parameter documentation found. The smoke.sh script validates that tools exist and lack 'file' and 'url' parameters, but provides zero evidence of actual schema definitions, descriptions, or proper tool registration. This is a hosted HTTP service with no accessible implementation code provided.

• Provide complete tool definitions in source code or documentation showing inputSchema with properties, types, descriptions, and required fields for both tools.
• Add 50 - 200 character descriptions for each tool explaining WHAT it does, WHEN to use it, and what it returns. E.g., 'search_lensup_tools: Search the LensUp tool catalog by name or keyword. Returns matching tools with IDs and descriptions.'
• Document every parameter with type, description, and constraints. E.g., 'query (string, required): Search term (1 - 100 chars). Supports partial matches.'
• Document output schema with field names, types, and examples. E.g., 'Returns array of {id, name, description, category, url}'.
• Add error handling guidance. E.g., 'If no results found, suggest refining the query or browsing all tools via get_lensup_tool with no filters.'