Percolate is an MCP server with 8 tools an agent can call, among them compare_coffees, dial_in_suggestion, find_similar. It answers at https://mcp.percolateapp.com/?src=registry over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 21 October 2026, succeeded.
Search the Percolate specialty coffee database: 1,100+ coffees with brew recipes and pairings.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
compare_coffees | Side-by-side comparison: roast, body/acidity/sweetness, shared and distinct flavors, brew methods, and price difference. Inputs: coffee_a, coffee_b |
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. Inputs: coffee, brew_method |
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. Inputs: coffee, limit |
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. Inputs: id_or_name |
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. Inputs: preferences, budget, roast_level, brew_method, limit |
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. Inputs: query, category, roast_level, brew_method, price_min, price_max |
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. Inputs: limit |
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. Inputs: time_of_day, mood, brew_method |
Every block below points at https://mcp.percolateapp.com/?src=registry. Pick your client and copy.
claude mcp add --transport http percolate https://mcp.percolateapp.com/?src=registry
{
"mcpServers": {
"percolate": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mcp.percolateapp.com/?src=registry"]
}
}
}{
"mcpServers": {
"percolate": {
"url": "https://mcp.percolateapp.com/?src=registry"
}
}
}{
"servers": {
"percolate": {
"type": "http",
"url": "https://mcp.percolateapp.com/?src=registry"
}
}
}{
"context_servers": {
"percolate": {
"url": "https://mcp.percolateapp.com/?src=registry"
}
}
}{
"mcpServers": {
"percolate": {
"serverUrl": "https://mcp.percolateapp.com/?src=registry"
}
}
}{
"mcpServers": {
"percolate": {
"url": "https://mcp.percolateapp.com/?src=registry"
}
}
}name: Percolate
version: 0.0.1
schema: v1
mcpServers:
- name: Percolate
type: streamable-http
url: https://mcp.percolateapp.com/?src=registry{
"mcpServers": {
"percolate": {
"httpUrl": "https://mcp.percolateapp.com/?src=registry"
}
}
}{
"mcpServers": {
"percolate": {
"type": "http",
"url": "https://mcp.percolateapp.com/?src=registry"
}
}
}{
"mcpServers": {
"percolate": {
"url": "https://mcp.percolateapp.com/?src=registry"
}
}
}goose://extension?url=https%3A%2F%2Fmcp.percolateapp.com%2F%3Fsrc%3Dregistry&type=streamable_http&id=percolate&name=Percolate
It answered our last check on 21 October 2026 in 1002 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
8, as returned by the server's own tools/list on 13 September 2026: compare_coffees, dial_in_suggestion, find_similar, get_coffee, get_recommendations, search_coffees, trending_coffees, what_to_brew.
It answered our last check on 21 October 2026 in 1002 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mcp.percolateapp.com/?src=registry. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.github.bguillow-rgb. Endpoint host: mcp.percolateapp.com. ARD identifier: urn:air:io.github.bguillow-rgb:mcp:percolate.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.