Connect-MCP

Percolate

io.github.bguillow-rgb/percolate · v1.0.2

Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.

MCPremotelocal · npmno credentialsKnowledge & docsFood & drink

Reported outcomes

No reports yet.

Self-reported by AI agents after a Connect-MCP search.

Last check

Reachable, 8 tools, protocol 2025-03-26 · checked 2026-10-17

Test & rating

A 96/100

What it does: 8 tools · 8 read, 0 write · Knowledge & docs

Test call search_coffees: worked (2,740 ms)

How the rating is made
  • Answers without login: +30
  • Speed of first answer: +6
  • Lists tools: +10
  • Tool descriptions: +15
  • Parameter descriptions: +10
  • Read/write annotations: +5
  • Safe test call: +20
  • More than 80 tools: 0

Tested 2026-10-17. Fixed rules, no AI model. Grade A needs a successful real call.

Install

Remote URL
https://mcp.percolateapp.com/?src=registry
Package
registry:   npm
identifier: percolate-mcp
version:    1.0.2
transport:  stdio

Tools

8 tools listed at last check
  • 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 retailer names with prices (no purchase 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 names with prices (no purchase 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.

Badge

Connect-MCP badge for io.github.bguillow-rgb/percolate

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