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Percolate MCP Server

answering

Percolate is answering right now. Last checked 12 min ago. 77 installs a week from npm. It exposes 8 tools. Last commit 21 Aug 2026.

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

Installs per day peak 112 · avg 4
a month agotoday
Uptime history 11 days of history
11 days agonow
100.0%
Uptime 24h
91 of 91 checks
8
Tools
read from the server
1016 ms
Response time
average over 24h
77
Installs / week
npm and PyPI

What the code does

We read the source, 14 h ago · tools taken from the live server · rules 3dff92dd89df

Capabilities

What this server is able to do. For an MCP server this is often the job itself — a terminal server runs commands because that is what it is for. Listed so you know what you are plugging in, not as an accusation.

A line of code looks encrypted src/db.ts:11
  "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6IndtcGlhYnpsY2FxeXJ6eHZmaWhpIiwicm9sZSI6ImFub24iLCJpYXQiOjE3ODEyMDg0MjEsImV4cCI6MjA5Njc4NDQyMX0.luvtvGCO1fs-8AmmTM9QkRahUfWpaU36CbCcAPs-nlI";

Is this your server and something here is wrong? Tell us — corrections are free and do not require a plan.

This code can reach further than it looks

We found places where it runs commands, builds paths or queries from values it is given. None of that is a flaw by itself — it becomes one when the code changes, and code changes quietly between releases. We re-read it on every one.

Three servers free · no card

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 12 min ago.

run in your terminal
claude mcp add percolate --transport http https://wmpiabzlcaqyrzxvfihi.supabase.co/functions/v1/mcp
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "percolate": {
      "url": "https://wmpiabzlcaqyrzxvfihi.supabase.co/functions/v1/mcp"
    }
  }
}
~/.codex/config.toml
[mcp_servers.percolate]
url = "https://wmpiabzlcaqyrzxvfihi.supabase.co/functions/v1/mcp"
.cursor/mcp.json
{
  "mcpServers": {
    "percolate": {
      "url": "https://wmpiabzlcaqyrzxvfihi.supabase.co/functions/v1/mcp"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "percolate": {
      "url": "https://wmpiabzlcaqyrzxvfihi.supabase.co/functions/v1/mcp"
    }
  }
}

Available tools 8

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

coffee
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.
coffees
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.
compare
compare_coffees
Side-by-side comparison: roast, body/acidity/sweetness, shared and distinct flavors, brew methods, and price difference.
dial
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.
recommendations
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.
similar
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.
trending
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.
what
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.

Endpoints

URLTransportStateLatencyChecked
https://wmpiabzlcaqyrzxvfihi.supabase.co/functions/v1/mcp streamable-http answering 994 ms 12 min ago

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Percolate — questions

Answers built from our own checks of this server.

What can Percolate do?
It exposes 8 tools, read directly from the server on our last check. Among them: compare_coffees, dial_in_suggestion, find_similar, get_coffee, get_recommendations, search_coffees and 2 more. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →
Is Percolate working right now?
We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 1016 ms. The bar chart above shows every period we have measured.
How do I connect Percolate?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.
Does Percolate need an API key?
No. Percolate completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 8 of them are readable on this page. This is what we observed, not what the docs claim.
How fast is Percolate?
It answers our handshake in 1016 ms on average, which is faster than 8% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.
How many people use Percolate?
The npm package percolate-mcp was installed 77 times in the last week. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Percolate open source?
Yes — it is published under the MIT licence, written in TypeScript and 0 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.