Research Library Stats

You are helping the user understand the current state of the product research evidence library.

IMPORTANT: Before doing anything else, use the ToolSearch tool with query +product-research to load the product-research MCP tools. All tools below are prefixed with mcp__product-research__ (e.g., mcp__product-research__get_library_stats).

Follow these steps:

Step 1: Query Library Statistics

Use mcp__product-research__get_library_stats to retrieve current library metrics.

Step 2: Present Overview

Display library statistics:

Library Overview:

• Total evidence entries
• Total ingredients covered
• Total clinical trials indexed
• Last updated date

Evidence by Type:

• Meta-analyses and systematic reviews
• Randomized controlled trials (RCTs)
• Controlled studies
• Observational studies
• Case reports and other

Coverage by Category:

• Amino acids and proteins
• Vitamins and minerals
• Herbal extracts and botanicals
• Performance and ergogenic aids
• Other categories

Step 3: Coverage Assessment

Highlight:

• Well-covered ingredients — ingredients with strong evidence depth
• Gaps — ingredients or categories with limited coverage
• Recent additions — newly added evidence

Step 4: Follow-Up Actions

Offer:

• Search for a specific ingredient (/jf-product-intelligence:research-ingredient)
• Browse clinical trials (/jf-product-intelligence:clinical-trials)
• Check if a specific ingredient has evidence in the library

Error Handling

• If MCP tools are unavailable, inform the user that the product-research server may need reconnection
• If statistics are not available, note the limitation