Single tool with minimal schema definition, no parameter descriptions, and vague overall purpose. The tool 'search_for_products' has a basic structure but critically lacks parameter documentation and output schema specification. Code shows server is named 'firecrawl-mcp' but this is actually a product scraper, indicating confusion. No input validation, no error handling guidance, and no structured output documentation.

• Add a detailed parameter description for 'query': 'Product search string (e.g., product name, brand, category). Supports partial matches and multiple terms separated by spaces.'
• Document the output schema in the description or separate schema section. Example: 'Returns array of {product_id, name, price, image_url, availability, rating}. Maximum 50 results per request.'
• Add pagination parameters (limit, offset or cursor) and document them: 'limit: max results (1-50, default 20); offset: pagination offset (0-indexed)'
• Add error handling guidance: 'If no products found, try a shorter or more generic query. If timeout occurs (>5s), retry with a more specific search term.'
• Fix server name: rename from 'firecrawl-mcp' to 'product-scraper-mcp' and update version to match package.json intent (1.0.3, not 1.7.0)
• Properly construct PRODUCTS_TOOL object with all fields (name, description, inputSchema) instead of leaving it empty

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

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