Percolate
Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.
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What it can do
What data it sees
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Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.
Server tool list (8)
Raw names from tools/list. Only developers need these.
| search_coffees | Search 1,100+ curated specialty coffees in the Percolate database. Filter by category (espresso, single_origin, blend, decaf, dark), roast level, brew method, and price (USD). Returns tasting profiles, brew methods, and where-to-buy links. |
| get_coffee | Detailed record for one coffee: roast level, body/acidity/sweetness profile, flavor notes, suited brew methods, food and brew pairings, price, and retailer links. Accepts a Percolate id or a name. |
| find_similar | Coffees with a similar profile to a given one, ranked by shared flavor notes and roast/body/acidity/sweetness proximity. Deterministic scoring over Percolate's structured tasting data. |
| get_recommendations | Personalized coffee picks from flavor preferences (e.g. 'chocolate', 'berry', 'caramel'), a budget in USD, roast preference, and the brew gear you own. |
| compare_coffees | Side-by-side comparison: roast, body/acidity/sweetness, shared and distinct flavors, brew methods, and price difference. |
| trending_coffees | Coffees Percolate users are adding to their collections most over the last 30 days (falls back to catalog popularity when live activity data is unavailable). The method used is labeled in the response. |
| dial_in_suggestion | Brew guidance for a specific coffee: curated recipes from the Percolate catalog (ratio, temperature, grind) when available, or a roast-based starting point. Optionally scoped to your brew method. |
| what_to_brew | A coffee suggestion for right now, based on time of day (evening picks lean decaf), mood, and the brew method you're using — scored over Percolate's tasting profiles. |