com.trailweights/trailweights-mcp

Semantic search over the TrailWeights knowledge corpus (transcripts, product descriptions, in-house pack templates, surveys, ultralight Bible). Returns the top matching chunks with source attribution.

Fetch creator video reviews for a product. Returns up to 10 verified mentions with creator name, YouTube ID, timestamp, and quoted snippet.

Canonical product spec sheet — name, brand, category, verified weight, MSRP, image, and a cottage-first affiliate buy URL. Pass either the product UUID or the slug.

Structured gear recommendations matching a freeform query. Returns the top catalog products with verified weights and cottage-first buy URLs. Optional weight cap (oz) and category filter.

Side-by-side spec comparison for 2–6 products. Returns aligned rows of name, weight, price, category, and buy URL.

Given a product, return up to 5 lighter alternatives in the same category, ordered by verified weight ascending.

Return one of the 21 in-house TrailWeights pack templates by ID or slug, including the full item list and total weight.