Percolate MCP server

• compare_coffeesFree

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

• dial_in_suggestionFree

  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_similarFree

  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_coffeeFree

  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.

• get_recommendationsFree

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

• search_coffeesFree

  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.

• trending_coffeesFree

  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.

• what_to_brewFree

  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.

• Code scan5 source files scanned25/25
• Live reliabilityremote reachable in 2817ms17/20
• Tool poisoning8 tool descriptions checked15/15
• Auth qualityopen endpoint, read-only tools10/15
• Maintenancelast push 12 days ago15/15
• Maintainer identityregistry namespace matches repository owner6/10

Percolate: common questions

Is Percolate MCP server safe?

Yes, by our scan: it is graded A (88/100). Read the Percolate safety report

How do I install Percolate?

It runs remotely at mcp.percolateapp.com. Add it to Claude Code, Claude Desktop or Cursor with the snippets above, or call it through the mcp.market gateway without installing anything.

Does Percolate need an API key?

Not as far as the registry entry and our scan can tell: no credentials are declared or required.

Is Percolate maintained?

The last commit was 12 days ago (2026-09-07). The latest release is v1.0.2.

Is Percolate up?

100% of our last 1 checks got an answer. We check remote servers about four times a day.

What can I use instead of Percolate?

Servers from other publishers that do the same job: DBHub MCP server, MCP Toolbox for Databases MCP server and Neon MCP server. Compare all Percolate alternatives.