MCP App Store
by KeenEthics
Percolate icon

Percolate

By Timberline Ventures LLC

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Overview

Percolate gives Claude read-only access to a catalog of about 1,100 specialty coffees, each with roast level, body, acidity, sweetness, flavor notes, suited brew methods and price. Ask for coffees like one you already drink, compare two, get picks for your taste, budget and the brew gear you own, or get a ratio, temperature and grind to dial in a specific coffee. Recipes are labeled as curated for that coffee or as a roast-based starting point. Retailers are listed by name and price, without purchase links. No account needed.

Tools

compare_coffees

Claude
Side-by-side comparison: roast, body/acidity/sweetness, shared and distinct flavors, brew methods, and price difference.

dial_in_suggestion

Claude
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.

find_similar

Claude
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_coffee

Claude
Detailed record for one coffee: roast level, body/acidity/sweetness profile, flavor notes, suited brew methods, food and brew pairings, price, and retailer names with prices (no purchase links). Accepts a Percolate id or a name.

get_recommendations

Claude
Personalized coffee picks from flavor preferences (e.g. 'chocolate', 'berry', 'caramel'), a budget in USD, roast preference, and the brew gear you own.

search_coffees

Claude
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 retailer names with prices (no purchase links).

what_to_brew

Claude
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.

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